awesome-mcp
Curated list of Model Context Protocol (MCP) servers, clients, and frameworks. Automatically updated daily.
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Awesome MCP
Automated. Curated. Ranked.
Model Context Protocol (MCP) servers, clients, and frameworks — the open standard for connecting AI assistants to external data sources and tools. This awesome list is automatically maintained with daily GitHub API updates. Projects are re-ranked daily based on current activity metrics.
Daily process: Merge community PRs → Scan repos → Filter stale projects → Recalculate scores → Rebuild list
- AI Agents
- AI Memory & RAG
- AI Platforms
- Aggregators & Gateways
- Browser Automation
- CLI Tools
- CRM & ERP
- Cloud & Infrastructure
- Communication & Messaging
- Data & Analytics
- Databases
- Developer Tools
- Embedded & IoT
- File Systems & Storage
- Finance
- Frameworks & SDKs
- Gaming
- Healthcare & Bioinformatics
- LLM Bridges
- Location & Maps
- MCP Clients
- Marketing & Analytics
- Media Processing
- Monitoring & Observability
- Productivity
- Research & Science
- Sandboxing & Execution
- Search & Extraction
- Security
- Social Media
- Sports
- Text-to-Speech
- Translation
- Travel & Transport
- Web Scraping
AI Agents
Code Assistants
- oraios/serena — Semantic code retrieval and editing toolkit ☆
22,840 - zilliztech/claude-context — Code search for Claude Code agents ☆
5,904 - CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆
2,929 - ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆
1,616 - ref-tools/ref-tools-mcp — Reference tools for coding agents ☆
1,072 - SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆
298 - stippi/code-assistant — LLM-powered autonomous coding assistant ☆
160 - lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆
76 - wende/cicada — AI Coders search blindly. Be their guide. ☆
35 - gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆
26 - x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆
21 - VertexStudio/developer — File editing, shell execution, screen capture ☆
19
Human-in-the-Loop
- ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆
341 - RapidataAI/human-use — Enable AI to ask anyone anything ☆
72 - gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆
54 - nazar256/user-prompt-mcp — User input requests for Cursor ☆
21
Multi-Agent
- rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆
1,218 - roboticforce/sugar — Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution. ☆
68
Reasoning & Prompts
- PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆
479 - Rai220/think-mcp — MCP Server for reasoning ☆
99 - hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆
84 - YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆
78 - nikkoxgonzales/crash-mcp — Structured reasoning with step validation ☆
68 - ooples/token-optimizer-mcp — Token optimization with caching and compression ☆
47 - gwbischof/free-will-mcp — Experimental AI self-prompting MCP server ☆
36 - vasayxtx/mcp-prompt-engine — MCP Prompt Engine ☆
16 - aquarius-wing/actor-critic-thinking-mcp — Dual-perspective thinking analysis server ☆
32 - abhinav-mangla/inner-monologue-mcp — Inner Monologue MCP Server ☆
17
AI Memory & RAG
Memory
- vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆
9,068 - basicmachines-co/basic-memory — AI conversations that remember context ☆
2,850 - gannonh/memento-mcp — Memento MCP: A Knowledge Graph Memory System for LLMs ☆
413 - agentic-box/memora — Persistent shared memories in SQLite ☆
387 - CheMiguel23/MemoryMesh — MCP server for knowledge graph memory ☆
339 - jean-technologies/jean-memory — AI memory with mem0 and graphiti ☆
169 - pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents ☆
165 - redleaves/context-keeper — Intelligent memory and context for AI agents ☆
143 - knowall-ai/mcp-neo4j-agent-memory — Memory management using Neo4j graphs ☆
67 - peless/claude-thread-continuity — Save and restore project context ☆
66 - hungryrobot1/MCP-PIF — Personal intelligence framework in Haskell ☆
57 - ukkit/memcord — MCP server for memory and context management ☆
41 - Yuchen20/Memory-Plus — Enhanced persistent memory management ☆
55 - skydeckai/mcp-server-rememberizer — An MCP Server to enable global access to Rememberizer ☆
35 - hubertciebiada/context-crystallizer — Large repos into AI-consumable knowledge for agents ☆
17 - ssmirnovpro/extended-memory-mcp — Cross-session persistent memory for Claude Desktop ☆
19 - unibaseio/membase-mcp — Decentralized memory layer for AI agents ☆
17
RAG
- apecloud/ApeRAG — Production GraphRAG with multi-modal ☆
1,137 - dmayboroda/minima — On-premises conversational RAG with configurable containers ☆
1,042 - GreatScottyMac/context-portal — Memory bank MCP with knowledge graph ☆
761 - graphlit/graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform ☆
375 - hannesrudolph/mcp-ragdocs — MCP server for RAG document retrieval ☆
256 - shinpr/mcp-local-rag — MCP server for local RAG operations ☆
217 - ragieai/ragie-mcp-server — Ragie Model Context Protocol Server ☆
87 - needle-ai/needle-mcp — Needle MCP Server for easy RAG.Long-term memory for LLMs. ☆
97 - run-llama/mcp-server-llamacloud — LlamaCloud managed indexes connection ☆
86 - nonatofabio/local_faiss_mcp — Local FAISS MCP - semantic search for Claude/Copilot ☆
26 - pinecone-io/assistant-mcp — Pinecone Assistant MCP server ☆
41 - vectara/vectara-mcp — Open source MCP server for Vectara ☆
26 - agentset-ai/mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers ☆
26 - renl/mcp-rag-local — Local RAG with Ollama embeddings and ChromaDB ☆
18
AI Platforms
- Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆
4,746 - paiml/paiml-mcp-agent-toolkit — Pragmatic AI Labs toolkit for deterministic agents ☆
148 - IBM/wxflows — watsonx.ai Flows AI app tutorials ☆
116 - TheRaLabs/legion-mcp — MCP server for Legion AI platform ☆
88 - ai-1st/deepview-mcp — MCP server for DeepView AI analysis ☆
67 - PromptExecution/just-mcp — mcp server for just ☆
48 - atlanhq/agent-toolkit — Atlan AI Agent Toolkit ☆
28 - OctoMind-dev/octomind-mcp — An MCP server for octomind tools, resources and prompts ☆
22 - StitchAI/stitch-ai-mcp — Decentralized Knowledge Hub for AI ☆
37 - DumplingAI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI ☆
28 - sequa-ai/sequa-mcp — MCP server for Sequa AI platform ☆
21 - PV-Bhat/gemsuite-mcp — MCP server for GemSuite tools ☆
29 - iflytek/ifly-workflow-mcp-server — MCP server for iFlytek workflows ☆
27
Aggregators & Gateways
Aggregators
- mindsdb/mindsdb — Query Engine for AI Analytics - self-reasoning agents on live data ☆
38,967 - metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆
2,206 - mcpjungle/MCPJungle — Self-hosted MCP Gateway for AI agents ☆
958 - 1mcp-app/agent — Unified MCP server aggregator ☆
411 - K-Dense-AI/claude-skills-mcp — Claude Agent Skills vector search ☆
373 - Intelligent-Internet/gemini-cli-mcp-openai-bridge — Gemini CLI to MCP/OpenAI bridge ☆
136 - sitbon/magg — Magg: The MCP Aggregator ☆
133 - wanaku-ai/wanaku — Wanaku MCP Router ☆
109 - badkk/awesome-crypto-mcp-servers — A collection of crypto MCP servers. ☆
130 - portel-dev/ncp — Natural Context Provider with smart MCP tool loading ☆
81 - askbudi/roundtable — Zero-config MCP unifying multiple AI coding assistants ☆
99 - nguyenvanduocit/all-in-one-model-context-protocol — GitLab, Jira, Confluence, YouTube ☆
103 - VeriTeknik/pluggedin-mcp — Plugged.in MCP Server manages all your other MCPs in one MCP. ☆
50 - hamidra/yamcp — Local MCP workspace organization ☆
65 - membranehq/mcp-server — MCP Server for Membrane ☆
35 - gotoolkits/mcp-difyworkflow-server — MCP server for Dify workflow invocation ☆
59 - bh-rat/context-awesome — awesome-lists now available as MCP server for you agent. ☆
46 - waystation-ai/mcp — No-code secure MCP integration hub ☆
44 - wojtyniak/mcp-mcp — Meta-MCP for tool discovery and provisioning ☆
22 - nazar256/combine-mcp — MCP aggregator combining multiple servers into one interface ☆
32 - glenngillen/mcpmcp-server — MCP server aggregator and router ☆
31 - agree-able/room-mcp — Coordinate agents using rooms ☆
22
Gateways & Proxies
- apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆
16,432 - sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆
2,421 - stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆
1,713 - tbxark/mcp-proxy — Aggregate multiple MCP servers via HTTP ☆
676 - smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely ☆
186 - ssut/Remote-MCP — Type-safe solution for remote MCP communication ☆
205 - sxhxliang/mcp-access-point — Convert any web server to MCP instantly ☆
169 - toolprint/hypertool-mcp — Expose tools based on Agent Persona ☆
150 - VeriTeknik/pluggedin-mcp-proxy — Unified MCP proxy managing multiple MCPs ☆
127 - tigranbs/mcgravity — Proxy for composing multiple MCP servers into one endpoint ☆
92 - universal-mcp/universal-mcp — Middleware for API applications ☆
25 - pyroprompts/mcp-stdio-to-streamable-http-adapter — STDIO to Streamable HTTP proxy ☆
26 - webrix-ai/secure-mcp-gateway — Secure OAuth gateway for MCP authentication ☆
18 - nick1udwig/ws-mcp — MCP server with WebSocket transport ☆
19
Platforms & Registries
- archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆
3,538 - metorial/metorial — Connect any AI model to 600+ integrations; powered by MCP ☆
3,248 - chatmcp/mcpso — directory for Awesome MCP Servers ☆
1,992 - julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆
1,659 - jaw9c/awesome-remote-mcp-servers — Remote MCP Servers ☆
1,040 - boltmcp/boltmcp — Open standard and registry for converting web APIs into MCP servers ☆
341 - milisp/mcp-linker — Sync MCP configs across clients ☆
300 - liuyoshio/mcp-compass — MCP discovery and recommendation ☆
228 - integromat/make-mcp-server — Make MCP Server ☆
153 - juspay/neurolink — Universal AI platform with MCP and multi-provider support ☆
121 - Jeamee/MCPHub-Desktop — Desktop APP for Discover and Install MCP Servers ☆
149 - matthewdcage/cursor-mcp-installer — Install MCPs in Cursor from git URL ☆
75 - rust-mcp-stack/mcp-discovery — CLI for discovering MCP server capabilities ☆
82 - useparagon/paragon-mcp — Access 130+ SaaS integrations via ActionKit ☆
46 - VeyraX/veyrax-mcp — VeyraX unified tool access via single MCP ☆
49
Browser Automation
AI Automation
- Skyvern-AI/skyvern — Automate browser based workflows with AI ☆
21,128 - nottelabs/notte — Framework to build web agents ☆
1,929 - imprvhub/mcp-browser-agent — MCP server for autonomous browser automation with Claude ☆
36 - getrupt/ashra-mcp — A Model Context Protocol server for Ashra ☆
60 - desplega-ai/qa-use — Agent-first E2E testing CLI ☆
20
Browser Tools
- BrowserMCP/mcp — Browser control for AI applications ☆
6,300 - kontext-dev/browser-use-mcp-server — Browse the web, directly from Cursor etc. ☆
818 - ndthanhdev/mcp-browser-kit — AI assistants interact with local browser ☆
51 - onllm-dev/onUI — Browser extension and MCP server for annotation-first UI pair programming with AI agents ☆
40 - BB-fat/browser-use-rs — Rust-based browser automation MCP server ☆
34
Cloud Services
- browserbase/mcp-server-browserbase — Browser control with Browserbase ☆
3,253 - hyperbrowserai/mcp — A MCP server implementation for hyperbrowser ☆
754 - browserstack/mcp-server — BrowserStack's Official MCP Server ☆
134 - kernel/kernel-mcp-server — Secure cloud-browser automation on Kernel ☆
28
DevTools
- ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆
34,570 - eyalzh/browser-control-mcp — Browser control via extension for AI agents ☆
265 - mozilla/firefox-devtools-mcp — MCP server for Firefox DevTools integration ☆
106
Playwright
- microsoft/playwright-mcp — Playwright MCP server ☆
30,730 - executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆
5,421 - VikashLoomba/MCP-Server-Playwright — MCP server for browser automation using Playwright ☆
284 - blackwhite084/playwright-plus-python-mcp — Enhanced Playwright browser automation ☆
182 - kimtth/mcp-aoai-web-browsing — Azure OpenAI with Playwright browser control ☆
32
CLI Tools
- wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆
5,885 - IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆
1,942 - rusiaaman/wcgw — Shell and coding agent on mcp clients ☆
654 - ferrislucas/iterm-mcp — iTerm command execution for REPL/CLI ☆
547 - baryhuang/mcp-remote-macos-use — AI agent for full Mac control ☆
473 - peakmojo/applescript-mcp — Execute AppleScript for Mac control ☆
446 - wong2/mcp-cli — A CLI inspector for the Model Context Protocol ☆
429 - tufantunc/ssh-mcp — SSH control for Linux servers ☆
379 - classfang/ssh-mcp-server — SSH MCP server included in official repo ☆
315 - claude-did-this/MCPControl — MCP server for Windows OS automation ☆
312 - nickgnd/tmux-mcp — A MCP server for our beloved terminal multiplexer tmux. ☆
257 - g0t4/mcp-server-commands — MCP server to run commands (runProcess tool) ☆
224 - domdomegg/computer-use-mcp — Full computer control for AI models ☆
209 - dvcrn/mcp-server-siri-shortcuts — MCP for calling Siri Shorcuts from LLMs ☆
183 - tumf/mcp-shell-server — Shell execution with whitelisted commands ☆
172 - MladenSU/cli-mcp-server — CLI with secure execution and custom policies ☆
168 - AB498/computer-control-mcp — Mouse, keyboard, OCR via PyAutoGUI ☆
135 - automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental) ☆
69 - sonirico/mcp-shell — Secure, auditable shell commands for AI ☆
70 - inercia/MCPShell — Use shell scripts as MCP tools ☆
61 - NakaokaRei/swift-mcp-gui — Keyboard and mouse control on macOS ☆
56 - nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server ☆
36 - ooples/mcp-console-automation — MCP for AI-driven console automation and monitoring ☆
28 - maxim-saplin/mcp_safe_local_python_executor — Safe Python executor from smolagents ☆
44 - InsForge/insforge-mcp — MCP server for InsForge - full-stack builders for coding agents ☆
23 - PhialsBasement/CMD-MCP-Server — CMD command execution for Claude agents ☆
24 - Beer-Bears/scaffold — Structural RAG system for large codebases ☆
16 - erniebrodeur/mcp-grep — simple mcp server to wrap the local instance of grep. ☆
24 - JoshuaRileyDev/mac-apps-launcher — Launch and manage macOS applications ☆
18
CRM & ERP
- ivnvxd/mcp-server-odoo — MCP server for Odoo ERP integration ☆
239 - GeLi2001/shopify-mcp — Shopify API for Claude and Cursor ☆
192 - smn2gnt/MCP-Salesforce — MCP Salesforce connector ☆
172 - tsmztech/mcp-server-salesforce — Salesforce MCP Server ☆
151 - augmnt/augments-mcp-server — MCP server for Augments AI platform ☆
120 - baryhuang/mcp-hubspot — HubSpot CRM integration for AI assistants ☆
120 - tomaspavlin/rohlik-mcp — Shop groceries on Rohlik Group platforms ☆
106 - mafzaal/d365fo-client — Client for Microsoft Dynamics 365 F&O ☆
27 - AiondaDotCom/mcp-salesforce — Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object. ☆
16
Cloud & Infrastructure
AWS
- awslabs/mcp — AWS MCP servers for AI assistants ☆
8,753 - alexei-led/aws-mcp-server — AWS CLI in containerized environment ☆
181 - aarora79/aws-cost-explorer-mcp-server — MCP server for understanding AWS spend ☆
126 - rishikavikondala/mcp-server-aws — MCP server for AWS resource operations ☆
127 - aws-samples/sample-mcp-server-s3 — Retrieve PDFs and data from AWS S3 ☆
78 - aws-powertools/powertools-mcp — Powertools for AWS's official MCP Server ☆
43 - localstack/localstack-mcp-server — LocalStack AWS emulation ☆
23 - baryhuang/mcp-server-aws-resources-python — Run boto3 code to manage AWS resources ☆
23 - trilogy-group/aws-pricing-mcp — AWS EC2 pricing search by CPU, RAM, network ☆
20
Cloud Platforms
- cloudflare/mcp-server-cloudflare — Cloudflare services management ☆
3,606 - microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆
1,553 - TencentCloudBase/CloudBase-MCP — Connect CloudBase to AI agents ☆
988 - GoogleCloudPlatform/cloud-run-mcp — MCP server to deploy apps to Cloud Run ☆
590 - babelcloud/gbox — AI control for Android, browser, desktop ☆
172 - aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server ☆
109 - aliyun/alibabacloud-devops-mcp-server — MCP server for Alibaba Yunxiao DevOps platform ☆
90 - heroku/heroku-mcp-server — Heroku Platform MCP Server using the Heroku CLI ☆
76 - vantage-sh/vantage-mcp-server — Fetch costs and usage from Vantage ☆
79 - dkruyt/mcp-hetzner — Hetzner Cloud management ☆
95 - aliyun/alibabacloud-dataworks-mcp-server — Alibaba Cloud DataWorks API integration ☆
35 - aliyun/alibabacloud-hologres-mcp-server — MCP server for Alibaba Hologres data warehouse ☆
32 - aantti/mcp-netbird — Netbird network management ☆
45 - kestra-io/mcp-server-python — Python MCP for Kestra AI Agents ☆
24 - call518/MCP-OpenStack-Ops — MCP server providing OpenStack project management ☆
23 - redis/mcp-redis-cloud — MCP server for Redis Cloud database operations ☆
39 - qiniu/qiniu-mcp-server — Qiniu Cloud storage, CDN, and media processing ☆
35 - api7/apisix-mcp — APISIX gateway for LLM integration ☆
36 - Azure-Samples/mcp — Samples and resources for Azure MCP ☆
40 - pibblokto/cert-manager-mcp-server — MCP Server for cert-manager ☆
23 - hardik-id/azure-resource-graph-mcp-server — Azure Resource Graph query interface ☆
17 - higress-group/higress-ops-mcp-server — Higress API gateway configuration management ☆
22 - kocierik/consul-mcp-server — A consul MCP Server (modelcontextprotocol) ☆
16
Kubernetes
- containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆
1,427 - Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆
1,376 - rohitg00/kubectl-mcp-server — Kubernetes cluster chat with Claude/Cursor ☆
866 - weibaohui/k8m — Mini Kubernetes AI Dashboard ☆
804 - strowk/mcp-k8s-go — Go-based Kubernetes connection ☆
380 - vfarcic/dot-ai — Deploy apps to any Kubernetes cluster ☆
310 - alexei-led/k8s-mcp-server — Kubernetes cluster management ☆
207 - reza-gholizade/k8s-mcp-server — Kubernetes cluster management ☆
153 - weibaohui/kom — Kubernetes SDK wrapping kubectl ☆
148 - silenceper/mcp-k8s — Kubernetes cluster interaction ☆
143 - portainer/portainer-mcp — Portainer container management ☆
138 - StacklokLabs/mkp — MKP Kubernetes MCP server ☆
57 - cyclops-ui/mcp-cyclops — Cyclops Kubernetes management ☆
30 - wenhuwang/mcp-k8s-eye — Kubernetes diagnosis and management ☆
28
Virtualization & IaC
- hashicorp/terraform-mcp-server — Terraform ecosystem integration for AI ☆
1,322 - nwiizo/tfmcp — Terraform AI-assisted infrastructure ☆
361 - 1Panel-dev/mcp-1panel — MCP server for 1Panel management ☆
145 - kocierik/mcp-nomad — A nomad MCP Server (modelcontextprotocol) ☆
47 - bright8192/esxi-mcp-server — MCP server for VMware ESXi management ☆
57 - jokemanfire/mcp-containerd — Use mcp to manage containerd(developing) ☆
53 - openstack-kr/python-openstackmcp-server — openstack mcp server ☆
18 - severity1/terraform-cloud-mcp — Terraform Cloud API integration ☆
23
Communication & Messaging
Apple Messages
- mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆
1,363 - carterlasalle/mac_messages_mcp — MCP server for secure iMessage database access on macOS ☆
268 - hannesrudolph/imessage-query-fastmcp-mcp-server — Safe iMessage database queries ☆
77 - wyattjoh/imessage-mcp — iMessage data reading from macOS ☆
24
- elie222/inbox-zero — AI email assistant for inbox zero ☆
10,444 - MadLlama25/fastmail-mcp — Access to Fastmail API for AI assistants ☆
105 - ZilongXue/claude-post — Email management via natural language ☆
112 - mailtrap/mailtrap-mcp — Official mailtrap.io MCP server ☆
58 - Shy2593666979/mcp-server-email — Email with attachments for Gmail, Outlook, QQ ☆
74 - mailgun/mailgun-mcp-server — Mailgun API integration ☆
52 - egyptianego17/email-mcp-server — Send emails with attachments via SMTP ☆
27
Messengers
- lharries/whatsapp-mcp — WhatsApp MCP server ☆
5,499 - chigwell/telegram-mcp — MCP server for Telegram messaging ☆
907 - line/line-bot-mcp-server — LINE Messaging API for AI agents ☆
571 - chaindead/telegram-mcp — Telegram dialogs, messages, drafts, statuses ☆
316 - ztxtxwd/open-feishu-mcp-server — Feishu/Lark OAuth and document management ☆
84 - areweai/tsgram-mcp — Telegram for local Claude Code debug ☆
88 - pubnub/pubnub-mcp-server — PubNub Model Context Protocol Server ☆
30 - mjknowles/matrix-mcp-server — Matrix server integration and chat ☆
39 - DLHellMe/telegram-mcp-server — Scrape and analyze Telegram content ☆
30
Notifications
- gitmotion/ntfy-me-mcp — MCP server for ntfy push notifications ☆
56 - Cactusinhand/mcp_server_notify — Send system notification when Agent task is done. ☆
51 - aahl/mcp-notify — Notify to Weixin, Telegram, Bark, Lark, DingTalk ☆
31 - infobip/mcp — Infobip Remote MCP Servers Documentation ☆
28 - teddyzxcv/ntfy-mcp — MCP server for ntfy push notifications ☆
44 - AshikNesin/pushover-mcp — A MCP implementation for sending notifications via Pushover ☆
34
Team Chat
- korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆
1,525 - chatmcp/mcp-server-chatsum — Query and Summarize your chat messages. ☆
1,034 - joinly-ai/joinly — Make your meetings accessible to AI Agents ☆
485 - SaseQ/discord-mcp — MCP server for Discord integration ☆
260 - v-3/discordmcp — Discord MCP Server for Claude Integration ☆
194 - discourse/discourse-mcp — MCP client for Discourse sites ☆
52 - zencoderai/slack-mcp-server — Slack workspace interaction and messaging ☆
66 - jagan-shanmugam/mattermost-mcp-host — Mattermost integration with LangGraph agent ☆
31
Voice & Telephony
- gerkensm/callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI ☆
18
Data & Analytics
AI/ML Platforms
- MigoXLab/dingo — AI data, model, app quality evaluation ☆
676 - evalstate/mcp-hfspace — HuggingFace Spaces integration ☆
385 - YanxingLiu/dify-mcp-server — Model Context Protocol (MCP) Server for dify workflows ☆
275 - 0xshellming/mcp-summarizer — MCP Server for AI Summarization ☆
159 - ChronulusAI/chronulus-mcp — Chronulus AI forecasting and prediction agents ☆
108 - optuna/optuna-mcp — Optuna hyperparameter optimization ☆
71 - zenml-io/mcp-zenml — ZenML MLOps platform connection ☆
44 - arrismo/kaggle-mcp — MCP server for Kaggle ☆
35 - kumo-ai/kumo-rfm-mcp — MCP server to query KumoRFM in your agentic flows ☆
31 - privetin/dataset-viewer — MCP server for Hugging Face dataset viewer ☆
30 - HumanSignal/label-studio-mcp-server — MCP server for Label Studio data labeling ☆
30
Data APIs
- YangLiangwei/PersonalizationMCP — Personal data hub for AI from Steam, YouTube, Bilibili ☆
50 - anshumax/world_bank_mcp_server — World Bank open data API ☆
46 - explorium-ai/mcp-explorium — Explorium B2B Data - MCP Server ☆
20
Data Exploration
- reading-plus-ai/mcp-server-data-exploration — Interactive CSV data exploration ☆
531 - kdqed/zaturn — Data Analysis With Vibes ☆
73 - brightlikethelight/networkx-mcp-server — First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration ☆
16 - santoshray02/csv-editor — AI-powered CSV data manipulation and analysis ☆
22
Data Platforms
- dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. ☆
536 - kubeflow/mcp-apache-spark-history-server — Apache Spark History Server bridge ☆
150 - microsoft/fabric-rti-mcp — Fabric Real-Time Intelligence server ☆
107 - keboola/mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform ☆
84 - acryldata/mcp-server-datahub — Official MCP server for DataHub ☆
71 - RafaelCartenet/mcp-databricks-server — AI agents interact with Databricks ☆
40 - JordiNeil/mcp-databricks-server — MCP Server for Databricks ☆
47 - thoughtspot/mcp-server — The ThoughtSpot MCP Server ☆
30 - aywengo/kafka-schema-reg-mcp — Kafka Schema Registry management ☆
30 - growthbook/growthbook-mcp — GrowthBook flags and experiments ☆
22 - syucream/lightdash-mcp-server — Access to Lightdash analytics ☆
25 - yangkyeongmo/mcp-server-openmetadata — OpenMetadata integration for data catalog ☆
23 - mattijsdp/dbt-docs-mcp — dbt documentation interaction ☆
23 - datumnova/ms-fabric-mcp — ☆
16 - ognis1205/mcp-server-unitycatalog — Unity Catalog AI Model Context Protocol Server ☆
16
Jupyter & Notebooks
- datalayer/jupyter-mcp-server — Model Context Protocol (MCP) Server for Jupyter. ☆
1,007 - jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook ☆
125 - phisanti/MCPR — AI agents in interactive R sessions ☆
24
Visualization
- antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆
3,952 - hustcc/mcp-echarts — ECharts visual charts with AI ☆
224 - isaacwasserman/mcp-vegalite-server — MCP server for Vega-Lite data visualization ☆
95 - palewire/datawrapper-mcp — Create Datawrapper charts with AI ☆
33
Databases
Analytics & Warehouses
- ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants. ☆
747 - motherduckdb/mcp-server-motherduck — Local MCP server for DuckDB and MotherDuck ☆
463 - Snowflake-Labs/mcp — Snowflake Cortex AI and SQL orchestration ☆
272 - isaacwasserman/mcp-snowflake-server — MCP server for Snowflake database queries ☆
180 - ktanaka101/mcp-server-duckdb — DuckDB database interaction ☆
172 - ergut/mcp-bigquery-server — MCP server for Google BigQuery integration ☆
136 - LucasHild/mcp-server-bigquery — Google BigQuery database access ☆
125 - pab1it0/adx-mcp-server — MCP server for Azure Data Explorer ☆
54 - aliyun/alibabacloud-adb-mysql-mcp-server — AnalyticDB for MySQL MCP Server ☆
30 - lishenxydlgzs/aws-athena-mcp — MCP server to run AWS Athena queries ☆
40
Cache & Key-Value
- redis/mcp-redis — MCP server for Redis database operations ☆
479 - aliyun/alibabacloud-tablestore-mcp-server — MCP server for Alibaba Tablestore NoSQL ☆
155 - upstash/mcp-server — Upstash Model Context Server ☆
53
Cloud Platforms
- instantdb/instant — Modern Firebase with real-time database ☆
10,053 - supabase-community/supabase-mcp — Connect Supabase to your AI assistants ☆
2,605 - alexander-zuev/supabase-mcp-server — MCP server for Supabase database and auth ☆
817 - neondatabase/mcp-server-neon — Neon Management API and databases ☆
579 - gannonh/firebase-mcp — Model Context Protocol (MCP) server for Firebase. ☆
244 - JoshuaRileyDev/supabase-mcp-server — MCP server for Supabase database operations ☆
50 - Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven ☆
16 - niledatabase/nile-mcp-server — Nile Database tenants, users, auth for LLMs ☆
17
Graph Databases
- neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers ☆
936 - neo4j-contrib/gds-agent — Neo4j Graph Data Science tools ☆
77 - da-okazaki/mcp-neo4j-server — mcp-neo4j-server ☆
58 - ravenwits/mcp-server-arangodb — ArangoDB database interaction ☆
46 - FalkorDB/FalkorDB-MCPServer — Connect LLMs to FalkorDB ☆
34
Multi-Database Tools
- googleapis/mcp-toolbox — Open source database MCP toolbox ☆
14,500 - bytebase/dbhub — Token-efficient multi-database MCP ☆
2,559 - damms005/devdb-vscode — Zero-config VS Code database extension ☆
1,363 - Canner/wren-engine — Semantic engine for MCP clients and AI ☆
641 - centralmind/gateway — Universal database MCP for LLMs ☆
521 - runekaagaard/mcp-alchemy — MCP server for SQLAlchemy database operations ☆
400 - FreePeak/db-mcp-server — MCP server for database operations ☆
364 - executeautomation/mcp-database-server — Connect to SQLite, SQL Server, PostgreSQL ☆
336 - XGenerationLab/xiyan_mcp_server — Natural language database queries ☆
232 - s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API ☆
28 - schemacrawler/SchemaCrawler-AI-MCP-Server-Usage — How to use SchemaCrawler AI MCP Server ☆
23 - prisma/mcp — Prisma database workflows ☆
41 - fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use ☆
32 - datastrato/mcp-server-gravitino — MCP server for Apache Gravitino ☆
21
NoSQL & Document
- mongodb-js/mongodb-mcp-server — Connect to MongoDB and Atlas clusters ☆
999 - kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB ☆
277 - furey/mongodb-lens — MongoDB Lens: Full Featured MCP Server for MongoDB Databases ☆
201 - QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP) ☆
174 - datastax/astra-db-mcp — An MCP server for Astra DB workloads ☆
39 - Couchbase-Ecosystem/mcp-server-couchbase — Couchbase database cluster integration ☆
31
SQL Databases
- crystaldba/postgres-mcp — Postgres with read/write access and performance ☆
2,523 - benborla/mcp-server-mysql — MCP server for MySQL database operations ☆
1,517 - designcomputer/mysql_mcp_server — Secure MySQL database interaction ☆
1,211 - subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language. ☆
528 - apache/doris-mcp-server — Apache Doris MCP Server ☆
278 - wenb1n-dev/mysql_mcp_server_pro — Enhanced MySQL with anomaly analysis ☆
252 - StarRocks/mcp-server-starrocks — StarRocks MCP (Model Context Protocol) Server ☆
165 - MariaDB/mcp — MariaDB MCP (Model Context Protocol) server implementation ☆
160 - call518/MCP-PostgreSQL-Ops — PostgreSQL operations and monitoring ☆
146 - f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations ☆
158 - tuannvm/mcp-trino — High-performance Trino MCP in Go ☆
101 - oceanbase/awesome-oceanbase-mcp — MCP Server for OceanBase database and its tools ☆
101 - jparkerweb/mcp-sqlite — Comprehensive SQLite interaction ☆
96 - hannesrudolph/sqlite-explorer-fastmcp-mcp-server — Read-only SQLite database access ☆
104 - wenb1n-dev/SmartDB_MCP — Universal database MCP for MySQL, PostgreSQL, Oracle and more ☆
91 - donghao1393/mcp-dbutils — Multi-database connector for SQLite, MySQL, PostgreSQL ☆
87 - Teradata/teradata-mcp-server — Teradata database integration ☆
46 - aliyun/alibabacloud-rds-openapi-mcp-server — MCP server for RDS Services via OPENAPI. ☆
52 - Zhwt/go-mcp-mysql — Go-based MCP server for MySQL ☆
51 - pingcap/pytidb — TiDB AI SDK for apps and agents ☆
32 - singlestore-labs/mcp-server-singlestore — SingleStore database management API ☆
31 - ydb-platform/ydb-mcp — MCP server for YDB distributed database ☆
25 - isdaniel/pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. ☆
22 - panasenco/mcp-sqlite — SQLite with Datasette metadata support ☆
18 - ahmedmustahid/postgres-mcp-server — MCP server for PostgreSQL ☆
31 - OpenLinkSoftware/mcp-sqlalchemy-server — ODBC server with FastAPI and SQLAlchemy ☆
23 - c4pt0r/mcp-server-tidb — mcp server for tidb ☆
23 - Xexr/mcp-libsql — MCP server for libSQL database ☆
20 - Dataring-engineering/mcp-server-trino — MCP Server for Trino ☆
18 - abel9851/mcp-server-mariadb — An mcp server that provides read-only access to MariaDB. ☆
19
Search Engines
- elastic/mcp-server-elasticsearch — Elasticsearch queries and index management ☆
643 - cr7258/elasticsearch-mcp-server — Elasticsearch and OpenSearch interaction ☆
265 - meilisearch/meilisearch-mcp — Meilisearch interaction via LLM interfaces ☆
185 - opensearch-project/opensearch-mcp-server-py — OpenSearch cluster interaction for AI ☆
120 - vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server ☆
105 - algolia/mcp — MCP servers for interacting with Algolia ☆
28 - suhail-ak-2/mcp-typesense-server — Typesense search for AI assistants ☆
19
Spreadsheets & No-Code
- baserow/baserow — No-code database, apps, agents with AI ☆
4,621 - xing5/mcp-google-sheets — Google Drive and Sheets integration ☆
802 - domdomegg/airtable-mcp-server — Airtable bases integration for AI systems ☆
434 - rashidazarang/airtable-mcp — Airtable integration for AI applications ☆
76 - edwinbernadus/nocodb-mcp-server — nocodb mcp server ☆
66 - felores/airtable-mcp — Manage Airtable bases and records ☆
73 - freema/mcp-gsheets — Google Sheets read, write, manipulate ☆
52
Streaming & Messaging
- confluentinc/mcp-confluent — MCP server for Confluent Kafka platform ☆
147 - tuannvm/kafka-mcp-server — Apache Kafka server in Go ☆
48 - kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ ☆
37
Time-Series & Metrics
- GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆
6,145 - pab1it0/prometheus-mcp-server — MCP server for Prometheus metrics ☆
412 - VictoriaMetrics/mcp-victorialogs — VictoriaLogs log management integration ☆
64 - apache/iotdb-mcp-server — Apache IoTDB MCP Server ☆
35 - idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB ☆
35 - influxdata/influxdb3_mcp_server — MCP Server for InfluxDB 3 ☆
29 - GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB ☆
27
Vector Databases
- qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆
1,336 - chroma-core/chroma-mcp — Chroma vector database capabilities ☆
534 - zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus ☆
225 - weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate ☆
160 - pinecone-io/pinecone-mcp — Connect Pinecone to AI assistants ☆
63 - privetin/chroma — MCP server for Chroma ☆
41
Developer Tools
API Tools
- tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆
11,793 - WordPress/mcp-adapter — Bridge Abilities API to MCP ☆
864 - zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server. ☆
739 - automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server ☆
602 - blurrah/mcp-graphql — Model Context Protocol server for GraphQL ☆
379 - apollographql/apollo-mcp-server — Apollo MCP Server ☆
277 - postmanlabs/postman-mcp-server — Connect your AI to your APIs on Postman ☆
212 - MFYDev/ghost-mcp — Interact with Ghost CMS via LLM ☆
167 - delano/postman-mcp-server — An MCP server that provides access to Postman. ☆
147 - webflow/mcp-server — Model Context Protocol (MCP) server for the Webflow Data API. ☆
120 - hostinger/api-mcp-server — MCP server for Hostinger API integration ☆
82 - ivo-toby/contentful-mcp — Contentful CMS Management API ☆
61 - shannonlal/mcp-postman — MCP Server for running Postman Collections with Newman ☆
83 - shanejonas/openrpc-mcp-server — JSON-RPC via OpenRPC ☆
43 - Kong/mcp-konnect — Interact with Kong Konnect APIs ☆
40 - Omedia/mcp-server-drupal — Drupal MCP module companion ☆
50 - hannesj/mcp-graphql-schema — GraphQL Schema Model Context Protocol Server ☆
45 - Arize-ai/text-to-graphql-mcp — MCP server for text-to-GraphQL conversion ☆
23 - xxxbrian/mcp-rquest — Browser-like HTTP with TLS fingerprinting ☆
44 - hijaz/postmancer — REST client replacing Postman/Insomnia ☆
28 - Jktfe/serveMyAPI — MCP server for custom API serving ☆
24 - fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools ☆
22 - drestrepom/mcp_graphql — Interact with GraphQL APIs via MCP tools ☆
20
CI/CD & DevOps
- czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆
17,964 - leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆
1,601 - ckreiling/mcp-server-docker — MCP server for Docker ☆
698 - utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources ☆
554 - QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol) ☆
468 - TencentEdgeOne/edgeone-pages-mcp — Deploy HTML to EdgeOne Pages with public URL ☆
407 - jamsocket/forevervm — Stateful AI code sandboxes ☆
229 - yangkyeongmo/mcp-server-apache-airflow — MCP server for Apache Airflow workflows ☆
157 - nacos-group/nacos-mcp-router — MCP server discovery, install, and proxy ☆
176 - DefangLabs/defang — MCP server for Defang cloud deployment ☆
151 - docker/hub-mcp — Docker Hub MCP Server ☆
135 - jfrog/mcp-jfrog — JFrog Platform repository management ☆
114 - OctopusDeploy/mcp-server — Octopus Deploy Official MCP Server ☆
95 - CircleCI-Public/mcp-server-circleci — MCP server for CircleCI CI/CD pipeline integration ☆
83 - Vortiago/mcp-azure-devops — AI assistants with Azure DevOps ☆
79 - buildkite/buildkite-mcp-server — Official MCP Server for Buildkite. ☆
50 - harness/mcp-server — This is the official repo for the Harness MCP server ☆
41 - call518/MCP-Airflow-API — Apache Airflow API integration ☆
43 - bitrise-io/bitrise-mcp — Bitrise CI/CD app and build management ☆
37 - IvanAmador/vercel-ai-docs-mcp — Vercel AI SDK documentation search ☆
48 - launchdarkly/mcp-server — LaunchDarkly's Model Context Protocol (MCP) Server ☆
20 - endorhq/cli — Sandboxed environments for favorite services via MCP ☆
27 - leosepulveda/mcp-n8n — Complete n8n API integration for Claude Desktop and Cursor - 100 workflow templates with intelligent matching ☆
20 - axliupore/mcp-code-runner — MCP server for executing code in Docker containers ☆
17
Code Analysis
- bgauryy/octocode-mcp — MCP server for semantic code search and context generation ☆
786 - SonarSource/sonarqube-mcp-server — SonarQube MCP Server ☆
531 - admica/FileScopeMCP — Codebase dependency diagrams ☆
288 - janreges/ai-distiller — Fast tool for extracting essential public information from code ☆
148 - st3v3nmw/sourcerer-mcp — Semantic code search reducing token waste ☆
111 - micl2e2/code-to-tree — Source code to AST tree conversion ☆
82 - codacy/codacy-mcp-server — Codacy's MCP Server implementation ☆
56 - CodeLogicIncEngineering/codelogic-mcp-server — Codelogic software dependency analysis ☆
36 - azer/react-analyzer-mcp — React code analysis and docs generation ☆
57 - cqfn/aibolit-mcp-server — Aibolit Java static analyzer for AI agents ☆
25 - PromptExecution/rust-cargo-docs-rag-mcp — MCP tools for Rust Context Engineering (rustdocs, rust analyzer) ☆
17 - vezlo/src-to-kb — Convert source code to LLM ready knowledge base ☆
31 - j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis. ☆
30 - kandrwmrtn/cplusplus_mcp — MCP server for C++ codebase analysis using libclang ☆
27
Debuggers
- jasonjmcghee/claude-debugs-for-you — Interactive debugging via MCP and VS Code ☆
507 - cameroncooke/reloaderoo — Powerful MCP debugging proxy and CLI inspection tool. ☆
119 - stass/lldb-mcp — LLDB MCP server ☆
92 - pansila/mcp_server_gdb — MCP Server to expose the GDB debugging capabilities ☆
63
Design & UI
- GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆
14,296 - grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆
6,645 - 21st-dev/magic-mcp — Frontend development with AI like Magic ☆
4,709 - Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆
2,747 - hustcc/mcp-mermaid — Generate mermaid diagram and chart with AI MCP dynamically. ☆
517 - public-ui/kolibri — The accessible HTML-Standard ☆
253 - mastergo-design/mastergo-magic-mcp — Connect MasterGo to AI assistants ☆
241 - storybookjs/mcp — MCP server for Storybook UI component library ☆
226 - YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact ☆
227 - freema/mcp-design-system-extractor — MCP server for extracting design system components ☆
60 - starwind-ui/starwind-ui-mcp — Starwind UI for Cursor and Windsurf ☆
34 - modao-dev/modao-proto-mcp — Connect Modao Proto to AI clients ☆
51 - themesberg/flowbite-mcp — Figma to code with Flowbite ☆
33 - themeselection/flyonui-mcp — MCP server for flyonUI ☆
30 - heilgar/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆
23 - kapilduraphe/webflow-mcp-server — Webflow MCP server ☆
21
Diagrams
- jinzcdev/markmap-mcp-server — Markdown to interactive mind maps ☆
196 - veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload ☆
123 - apeyroux/mcp-xmind — Analyze and query XMind mind maps ☆
66 - Narasimhaponnada/mermaid-mcp — MCP server for Mermaid diagram generation ☆
42
Documentation
- upstash/context7 — Up-to-date code docs for LLMs ☆
52,481 - lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆
5,404 - MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆
1,541 - kimsungwhee/apple-docs-mcp — Apple Developer Documentation search ☆
1,218 - andrea9293/mcp-documentation-server — Document management with Gemini ☆
304 - szeider/consult7 — MCP server to consult a language model with large context size ☆
293 - Govcraft/rust-docs-mcp-server — Rust documentation lookup ☆
270 - khromov/svelte-llm-mcp — Svelte developer documentation as an MCP and in llms.txt format ☆
159 - mrjoshuak/godoc-mcp — go doc mcp server ☆
112 - yikakia/godoc-mcp-server — Go package docs from pkg.go.dev ☆
35 - yWorks/mcp-typescribe — TypeScript library support for LLMs ☆
44 - tosin2013/mcp-adr-analysis-server — AI-powered ADR and architecture analysis ☆
25 - V0v1kkk/DotNetMetadataMcpServer — .NET type metadata for AI coding agents ☆
24 - inkeep/mcp-server-python — Inkeep MCP Server ☆
25 - Excoriate/mcp-terragrunt-docs — Terragrunt documentation context ☆
21 - oborchers/mcp-server-docy — Documentation access capabilities ☆
19 - augmentedivan/fabric-mcp-server — Fabric patterns with AI agents ☆
19 - idachev/mcp-javadc — MCP server for decompiling Java .class files to source ☆
16
IDE & Editors
- getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆
5,170 - isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆
1,506 - JetBrains/mcp-jetbrains — MCP server for JetBrains IDE integration ☆
947 - r-huijts/xcode-mcp-server — Xcode project management ☆
371 - juehang/vscode-mcp-server — VS Code editing features for LLM coding ☆
346 - bigcodegen/mcp-neovim-server — Control Neovim via MCP ☆
305 - biegehydra/BifrostMCP — VS Code semantic tools via MCP ☆
208 - tumf/mcp-text-editor — Line-oriented text editing for LLM tools ☆
185 - hechtcarmel/jetbrains-index-mcp-plugin — JetBrains plugin for MCP index integration ☆
151 - Tritlo/lsp-mcp — An MCP server that lets you interact with LSP servers ☆
120 - marimo-team/codemirror-mcp — CodeMirror MCP extension ☆
79 - hloiseau/mcp-gopls — Go LSP server via gopls ☆
76 - ShenghaiWang/xcodebuild — Xcode iOS build with error feedback ☆
83 - hechtcarmel/jetbrains-debugger-mcp-plugin — JetBrains debugger control via MCP ☆
57 - linw1995/nvim-mcp — MCP server for Neovim integration ☆
49 - laurynas-biveinis/elisp-dev-mcp — Emacs Elisp development tools for LLMs ☆
39 - AB498/code-context-provider-mcp — Code context and analysis for AI ☆
22
MCP SDKs
- PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆
24,497 - mark3labs/mcp-go — Go implementation of MCP ☆
8,581 - QuantGeekDev/mcp-framework — TypeScript framework with auto-discovery ☆
915 - bhauman/clojure-mcp — Clojure MCP ☆
729 - php-mcp/laravel — Laravel SDK for building MCP servers ☆
471 - opgginc/laravel-mcp-server — Laravel package for MCP servers ☆
332 - Epistates/turbomcp — High-performance MCP framework ☆
76 - oatpp/oatpp-mcp — C++ MCP implementation for Oat++ framework ☆
49 - reflagcom/javascript — JS/TS SDKs for Reflag ☆
22 - Super-I-Tech/mcp_plexus — Multi-tenant MCP framework built on FastMCP ☆
28 - stephencme/create-mcp-ts — TypeScript MCP server template ☆
21
Mobile Development
- mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆
4,496 - joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆
1,857 - minhalvp/android-mcp-server — Android device control via adb ☆
722 - hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol ☆
382 - InditexTech/mcp-server-simulator-ios-idb — MCP server for iOS simulator via IDB ☆
302 - mhmzdev/figma-flutter-mcp — Figma design tokens for Flutter code agents ☆
228 - zillow/auto-mobile — Mobile automation tools with MCP ☆
79 - JoshuaRileyDev/simulator-mcp-server — MCP server for iOS Simulator control ☆
52 - Tommertom/awesome-ionic-mcp — Ionic and Capacitor mobile app development ☆
37 - XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. ☆
33 - ambar/simctl-mcp — MCP server for iOS Simulator control ☆
19
OpenAPI
- janwilmake/openapi-mcp-server — Complex OpenAPI exploration with plain language ☆
885 - ckanthony/openapi-mcp — Dockerized OpenAPI to MCP conversion ☆
181 - twilio-labs/mcp — OpenAPI to MCP tools and Twilio APIs ☆
102 - kadykov/mcp-openapi-schema-explorer — Token-efficient OpenAPI/Swagger exploration ☆
70 - zaizaizhao/mcp-swagger-server — OpenAPI/Swagger to MCP conversion ☆
63 - baryhuang/mcp-server-any-openapi — Call APIs via semantic search ☆
82 - ReAPI-com/mcp-openapi — OpenAPI specification MCP server. ☆
84 - hannesj/mcp-openapi-schema — OpenAPI Schema Model Context Protocol Server ☆
47 - criteo/openapi-to-mcp — An MCP server for your API ☆
30
Package Managers
- Artmann/package-registry-mcp — NPM, Cargo, PyPi, NuGet package search ☆
36 - arvindand/maven-tools-mcp — Maven Central dependency intelligence for JVM build tools ☆
19 - Bigsy/maven-mcp-server — Maven build and dependency tools ☆
32 - jeannier/homebrew-mcp — Homebrew package management ☆
28 - subelsky/bundler_mcp — MCP server for Ruby Bundler integration ☆
19
Robotics & Automation
- trycua/cua — MCP server for CUA platform ☆
13,457 - robotmcp/ros-mcp-server — ROS robot control with Claude and GPT ☆
1,155 - omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server ☆
147 - wise-vision/ros2_mcp — ROS 2 robotics AI bridge ☆
75 - abrinsmead/mindpilot-mcp — Visualize code and architect new systems ☆
83 - lpigeon/unitree-go2-mcp-server — MCP server for Unitree Go2 robot control ☆
76 - Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions. ☆
31
Task Management
- cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆
2,079 - amxv/mcp-manager — Web UI to manage MCP servers in Claude ☆
286
Testing & QA
- refreshdotdev/web-eval-agent — Autonomous web application evaluation ☆
1,235 - debugg-ai/debugg-ai-mcp — AI-managed end-to-end testing ☆
95 - QAInsights/jmeter-mcp-server — JMeter AI workflow integration ☆
63 - SmartBear/smartbear-mcp — SmartBear's official MCP Server ☆
28 - mrexodia/user-feedback-mcp — Human-in-the-loop workflow for Cursor ☆
52 - reportportal/reportportal-mcp-server — MCP server for ReportPortal ☆
20 - hungthai1401/bruno-mcp — MCP Server for running Bruno Collections ☆
41 - Hypersequent/qasphere-mcp — MCP Server for QA Sphere TMS ☆
21 - QAInsights/k6-mcp-server — k6 MCP server ☆
24
Utilities
- anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆
1,519 - githejie/mcp-server-calculator — A Model Context Protocol server for calculating. ☆
148 - jsdelivr/globalping-mcp-server — Remote network commands for LLMs ☆
53 - zazencodes/random-number-mcp — MCP server for random number generation ☆
48 - NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI. ☆
67 - Mtehabsim/ScreenPilot — AI device control like a human ☆
53 - newtype-01/prompthouse-mcp — Personal prompt library manager ☆
52 - andybrandt/mcp-simple-timeserver — Current time check for Claude via MCP ☆
28 - bharathvaj-ganesan/whois-mcp — MCP Server for whois lookups. ☆
52 - wrenchpilot/it-tools-mcp — 121+ IT tools for developers and sysadmins ☆
20 - SecretiveShell/MCP-timeserver — Datetime info for agentic systems ☆
41 - ofek/pycli-mcp — MCP server for any Python command line application ☆
22 - FelixFoster/mcp-enhance-prompt — AI-powered prompt enhancement and generation ☆
24 - ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation. ☆
27
Version Control
- github/github-mcp-server — GitHub's official MCP Server ☆
28,808 - idosal/git-mcp — Free remote MCP for any GitHub project ☆
7,908 - gitkraken/gk-cli — GitKraken CLI Releases and Documentation ☆
397 - Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps ☆
358 - adhikasp/mcp-git-ingest — GitHub repository content reading ☆
303 - puravparab/Gitingest-MCP — mcp server for gitingest ☆
137 - kopfrechner/gitlab-mr-mcp — MCP server for GitLab merge requests and issues ☆
86 - oschina/mcp-gitee — MCP server for Gitee repositories ☆
55 - ddukbg/github-enterprise-mcp — github-enterprise-mcp ☆
30 - Ryan0204/github-repo-mcp — GitHub repository reading ☆
25 - kurdin/github-repos-manager-mcp — GitHub Repos Manager MCP Server for MCP clients ☆
20
Embedded & IoT
- tevonsb/homeassistant-mcp — A MCP server for Home Assistant ☆
565 - lamaalrajih/kicad-mcp — KiCad integration for Mac, Windows, Linux ☆
425 - Extelligence-ai/bagel — Chat with robotics, drone, IoT data ☆
378 - recursechat/mcp-server-apple-shortcuts — Apple Shortcuts automation on macOS ☆
313 - voska/hass-mcp — Home Assistant MCP Server ☆
286 - hao-cyber/phone-mcp — Control Android phone via ADB ☆
224 - jeff-nasseri/mikrotik-mcp — MCP server for Mikrotik ☆
151 - horw/esp-mcp — ESP32 commands and getting started ☆
147 - thingsboard/thingsboard-mcp — MCP server for ThingsBoard IoT platform interaction ☆
95 - FradSer/mcp-server-apple-events — Native integration with Apple Reminders and Calendar ☆
82 - vishalmysore/choturobo — Arduino robotics with AI integration ☆
78 - yoelbassin/gr-mcp — MCP server for GNU Radio ☆
37 - yiwenlu66/PiloTY — AI pilot for PTY operations - control terminals via MCP ☆
32 - chrisgleissner/c64bridge — MCP server to control and program the Commodore 64 Ultimate or VICE. ☆
24 - LGDiMaggio/predictive-maintenance-mcp — AI predictive maintenance and fault diagnosis via MCP ☆
24 - johannesPettersson80/codesys-mcp-toolkit — CODESYS industrial automation platform ☆
41 - OctoEverywhere/mcp — 3D printing live status and control ☆
33 - aqara/aqara-mcp-server — Aqara's official MCP Server ☆
32 - kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. ☆
26 - MiddlePoint-Solutions/mcp-on-android-tv — MCP server on Android TV with ADB ☆
22 - kukapay/modbus-mcp — Industrial Modbus data for AI ☆
22 - thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server ☆
22 - Hypijump31/bluetooth-mcp-server — bluetooth-mcp-server for Claude AI ☆
21
File Systems & Storage
- mark3labs/mcp-filesystem-server — Go filesystem operations via MCP ☆
628 - cyberchitta/llm-context.py — Python library for LLM context management ☆
297 - isaacphi/mcp-gdrive — Google Drive file reading ☆
272 - 8b-is/smart-tree — Context-aware AI-crafted replacement for tree command ☆
233 - rust-mcp-stack/rust-mcp-filesystem — Fast async filesystem operations ☆
144 - efforthye/fast-filesystem-mcp — High-performance MCP server for file operations ☆
48 - vespo92/TrueNasCoreMCP — A working TrueNAS Core MCP Server ☆
22 - Tencent/cos-mcp — Tencent Cloud COS storage integration ☆
32 - Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL ☆
34 - exoticknight/mcp-file-merger — MCP server for merging multiple files into one ☆
25
Finance
Accounting & Budgeting
- XeroAPI/xero-mcp-server — Xero accounting API integration ☆
238 - akutishevsky/lunchmoney-mcp — MCP server for Lunch Money budgeting app ☆
58 - iiAtlas/hledger-mcp — A local MCP server for interacting with the HLedger cli ☆
52 - minhyeoky/mcp-server-ledger — MCP server for Ledger CLI double-entry accounting ☆
47 - openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X ☆
21 - john-zhang-dev/xero-mcp — Interact with Xero accounting ☆
19
Crypto & Blockchain
- mcpdotdirect/evm-mcp-server — EVM network interaction for LLMs ☆
372 - base/base-mcp — MCP server for Base blockchain integration ☆
344 - armorwallet/armor-crypto-mcp — Blockchain swaps and strategic planning ☆
192 - aaronjmars/web3-research-mcp — Deep Research for crypto - free & fully local ☆
155 - kukapay/crypto-indicators-mcp — Cryptocurrency technical analysis indicators ☆
122 - alchemyplatform/alchemy-mcp-server — Alchemy blockchain API for AI agents ☆
81 - Bankless/onchain-mcp — Bringing the bankless onchain API to MCP ☆
77 - QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API ☆
91 - getAlby/mcp — Bitcoin Lightning wallet via Nostr ☆
64 - heurist-network/heurist-mesh-mcp-server — Blockchain and web3 via Heurist Mesh ☆
64 - bnb-chain/bnbchain-mcp — BNB Chain, BSC, opBNB, Greenfield ☆
58 - kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. ☆
68 - AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server. ☆
73 - twelvedata/mcp — MCP server for real-time financial market data access ☆
62 - GoPlausible/algorand-mcp — Algorand Local Model Context Protocol (Server & Client) ☆
43 - coinpaprika/dexpaprika-mcp — MCP server for DEX trading data and crypto token analytics ☆
40 - shinzo-labs/coinmarketcap-mcp — MCP Implementation for CoinMarketCap ☆
51 - kukapay/crypto-feargreed-mcp — Crypto Fear & Greed Index data ☆
53 - kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. ☆
52 - anjor/coinmarket-mcp-server — MCP server for CoinMarketCap cryptocurrency data ☆
47 - kukapay/crypto-sentiment-mcp — Cryptocurrency sentiment analysis ☆
47 - kukapay/kukapay-mcp-servers — Suite of MCP servers from Kukapay ☆
22 - wowinter13/solscan-mcp — Solana transaction queries ☆
40 - norman-finance/norman-mcp-server — AI-powered bookkeeping and tax automation via MCP ☆
21 - maestro-org/maestro-mcp-server — Maestro MCP Server for Bitcoin ☆
22 - noditlabs/nodit-mcp-server — Blockchain data via Nodit Web3 API ☆
21 - kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. ☆
40 - ahnlabio/bicscan-mcp — BICScan MCP Server ☆
16 - kukapay/uniswap-trader-mcp — Uniswap token swaps for AI agents ☆
35 - hive-intel/hive-crypto-mcp — Hive Intelligence Crypto MCP | The Ultimate Cryptocurrency MCP for AI Assistants - Unified access to crypto, DeFi, and Web3 analytics ☆
17 - longmans/coin_api_mcp — CoinMarketCap cryptocurrency data ☆
37 - pwh-pwh/coin-mcp-server — Cryptocurrency info via Bitget API ☆
28 - kukapay/hyperliquid-info-mcp — MCP server for Hyperliquid DEX data ☆
27 - kukapay/jupiter-mcp — Jupiter DEX token swaps on Solana ☆
26 - devonmojito/ton-blockchain-mcp — TON blockchain interaction ☆
26 - thirdweb-dev/ai — Blockchain data, wallet, and smart contracts ☆
20 - kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. ☆
19 - kukapay/token-minter-mcp — ERC-20 token minting for AI agents ☆
18 - Codex-Data/codex-mcp — A Model Context Protocol server for the Codex API ☆
23 - syronlabs/stellar-mcp — A Stellar MCP to interact with Horizon API and Soroban ☆
17 - kukapay/crypto-orderbook-mcp — An MCP server that analyzes order book depth and imbalance across major crypto exchanges. ☆
16 - magnetai/mcp-free-usdc-transfer — Free USDC transfer via Coinbase CDP ☆
20 - janswist/mcp-dexscreener — Dexscreener on-chain price checking ☆
17
Payments & Banking
- stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆
1,463 - razorpay/razorpay-mcp-server — Razorpay's Official MCP Server ☆
218 - paypal/agent-toolkit — PayPal Agent ☆
186 - square/square-mcp-server — A Model Context Protocol (MCP) server for square ☆
98 - PaddleHQ/paddle-mcp-server — Interact with Paddle API ☆
46 - atharvagupta2003/mcp-stripe — Stripe payments, customers, and refunds ☆
44 - ramp-public/ramp_mcp — ramp_mcp ☆
32 - qonto/qonto-mcp-server — Qonto MCP Server ☆
25 - Fewsats/fewsats-mcp — Fewsats MCP server ☆
22
Stock Data & Analytics
- financial-datasets/mcp-server — Financial Datasets stock market API ☆
1,954 - massive-com/mcp_massive — An MCP server for Massive.com Financial Market Data ☆
299 - stefanoamorelli/sec-edgar-mcp — A SEC EDGAR MCP (Model Context Protocol) Server ☆
247 - narumiruna/yfinance-mcp — MCP server for Yahoo Finance stock data and news ☆
120 - OctagonAI/octagon-mcp-server — Public filings, earnings, financial analysis ☆
115 - jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis ☆
114 - HuggingAGI/mcp-baostock-server — MCP server for BaoStock Chinese stock market data ☆
93 - berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API ☆
95 - Adity-star/mcp-yfinance-server — Real-time stock data with yfinance ☆
50 - AgentX-ai/yahoo-finance-server — Yahoo Finance stock data and news ☆
44 - zlinzzzz/finData-mcp-server — Financial data from Tushare, Wind, DataYes ☆
56 - JamesANZ/prediction-market-mcp — Polymarket, PredictIt, Kalshi data ☆
34 - OctagonAI/octagon-vc-agents — AI-driven venture capitalist agents ☆
23
Trading & Exchanges
- alpacahq/alpaca-mcp-server — Trade stocks, ETFs, crypto, options ☆
639 - ferdousbhai/investor-agent — Investor agent building via MCP ☆
321 - ariadng/metatrader-mcp-server — MetaTrader trading platform for AI LLMs ☆
209 - doggybee/mcp-server-ccxt — Cryptocurrency exchange integration via CCXT ☆
132 - kukapay/freqtrade-mcp — Freqtrade crypto trading bot ☆
114 - taylorwilsdon/quantconnect-mcp — QuantConnect trading orchestration ☆
93 - ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio. ☆
61 - QuantConnect/mcp-server — QuantConnect algo trading interaction ☆
68 - trade-it-inc/trade-it-mcp — Trade It stocks and crypto trading ☆
49 - ozgureyilmaz/polymarket-mcp — Polymarket prediction markets data ☆
48 - ethancod1ng/binance-mcp-server — Binance exchange API integration ☆
28 - mektigboy/server-hyperliquid — Hyperliquid DEX trading integration ☆
44 - laukikk/alpaca-mcp — Alpaca stock and crypto trading ☆
32 - ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets ☆
24 - paperinvest/mcp-server — Paper trading platform integration ☆
22 - solangii/upbit-mcp-server — MCP(Model Context Protocol) server for Upbit ☆
18
Frameworks & SDKs
- mastra-ai/mastra — TypeScript AI agent framework with RAG ☆
22,935 - lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆
8,245 - quarkiverse/quarkus-mcp-servers — Model Context Protocol Servers in Quarkus ☆
186 - posit-dev/mcptools — Model Context Protocol For R ☆
168 - agentrpc/agentrpc — Universal RPC layer for AI agents ☆
130 - vishalmysore/a2ajava — Google A2A protocol for Spring Boot ☆
101 - strowk/foxy-contexts — Library for MCP context servers ☆
114 - tesla0225/mcp-create — Dynamic MCP server creation and management ☆
97 - mcpdotdirect/template-mcp-server — Template to quickly set up your own MCP server ☆
73 - abap-ai/mcp — ABAP MCP - Model Context Protocol - Server SDK ☆
61 - domdomegg/programmatic-mcp-prototype — Programmatic MCP tool composition ☆
41 - particlefuture/1mcpserver — Auto-discover and configure MCP servers ☆
44 - mcpx-dev/mcp-badges — Get your projects MCP (Model Context Protocol) badges ☆
29 - boost-community/boost-mcp — Supply chain security for AI dependencies ☆
16
Gaming
- Coding-Solo/godot-mcp — MCP server for Godot game engine ☆
3,024 - IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆
2,098 - CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆
1,583 - quazaai/UnityMCPIntegration — Enable AI Agents to Control Unity ☆
149 - playcanvas/editor-mcp-server — MCP Server for AI automation of the PlayCanvas Editor ☆
104 - codemaestroai/advanced-unity-mcp — Advanced Unity game engine integration ☆
87 - opgginc/opgg-mcp — MCP server for OP.GG game data (LoL, TFT, Valorant) ☆
88 - sawa-zen/vrchat-mcp — VRChat API interaction ☆
55 - pab1it0/chess-mcp — MCP server for Chess.com player data, games and statistics ☆
67 - kkjdaniel/bgg-mcp — MCP server for BoardGameGeek data ☆
34 - jalpp/chessagine-mcp — Advanced chess analysis capabilities ☆
24 - jiayao/mcp-chess — MCP server for playing chess against AI ☆
22 - jifrozen0110/mcp-riot — League of Legends MCP Server ☆
21
Healthcare & Bioinformatics
- genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol ☆
489 - the-momentum/apple-health-mcp-server — Apple Health data queries with DuckDB ☆
154 - wso2/fhir-mcp-server — FHIR healthcare API integration ☆
108 - JamesANZ/medical-mcp — MCP server for medical data processing ☆
85 - ChristianHinge/dicom-mcp — DICOM server (PACS) interaction ☆
90 - the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard. ☆
72 - OHNLP/omop_mcp — MCP server for OMOP medical data standard ☆
34 - srijanshukla18/xray — MCP server for X-ray analysis ☆
48 - cafferychen777/ChatSpatial — Spatial transcriptomics via natural language (Python/R) ☆
28 - longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings ☆
31 - akutishevsky/withings-mcp — MCP server for Withings health data integration ☆
17 - tomekkorbak/oura-mcp-server — MCP server for Oura API integration ☆
38 - longevity-genie/gget-mcp — Bioinformatic gget functions ☆
27 - longevity-genie/opengenes-mcp — MCP for the open-genes ☆
17
LLM Bridges
- jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆
2,149 - perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆
2,087 - DMontgomery40/deepseek-mcp-server — MCP server for DeepSeek language models ☆
315 - nesquikm/mcp-rubber-duck — MCP bridge to query multiple OpenAI-compatible LLMs ☆
154 - pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool ☆
151 - choplin/mcp-gemini-cli — MCP server for Gemini CLI integration ☆
98 - deepfates/mcp-replicate — Model Context Protocol server for Replicate's API ☆
94 - eLyiN/gemini-bridge — Bridge AI agents to Google Gemini via CLI ☆
90 - pierrebrunelle/mcp-server-openai — Query OpenAI models from Claude via MCP ☆
80 - kamelirzouni/MCP-server-Deepseek_R1 — Connect Claude Desktop with DeepSeek ☆
68 - mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop ☆
71 - ruixingshi/deepseek-thinker-mcp — DeepSeek reasoning for MCP-enabled clients ☆
67 - amidabuddha/unichat-mcp-server — Unified chat across multiple LLM providers ☆
37 - merterbak/Grok-MCP — MCP server for xAI Grok API with tool calling and vision ☆
24 - andybrandt/mcp-simple-openai-assistant — Use OpenAI GPTs assistants from Claude ☆
37 - kamelirzouni/MCP-server-Qwen_Max — MCP server for Qwen Max model ☆
24 - HyperbolicLabs/hyperbolic-mcp — MCP Server for Claude ☆
19 - billster45/mcp-chatgpt-responses — MCP server for OpenAI ChatGPT API with Responses API ☆
16
Location & Maps
GIS
- jjsantos01/qgis_mcp — Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop ☆
897 - mahdin75/gis-mcp — MCP server connecting LLMs to GIS capabilities ☆
132 - JordanGunn/gdal-mcp — Geospatial analysis with epistemic reasoning ☆
63 - mahdin75/geoserver-mcp — GeoServer geospatial integration ☆
68 - webcoderz/MCP-Geo — Geocoding MCP server with GeoPY! ☆
32
IP Geolocation
- briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP ☆
43 - iplocate/mcp-server-iplocate — IP geolocation, proxy detection via IPLocate.io API ☆
17
Maps & Navigation
- baidu-maps/mcp — Baidu Map MCP Server ☆
419 - mapbox/mcp-server — Mapbox Model Context Protocol (MCP) server ☆
330 - jagan-shanmugam/open-streetmap-mcp — MCP server for OpenStreetMap data ☆
181 - tomtom-international/tomtom-mcp — TomTom location, search, routing ☆
45 - PinMeTo/pinmeto-location-mcp — PinMeTo MCP server that enables users with authorized credentials to unlock their data ☆
16 - stadiamaps/stadiamaps-mcp-server-ts — Stadia Maps API integration in TypeScript ☆
21 - kukapay/nearby-search-mcp — Nearby place search with IP-based location ☆
22
Weather
- isdaniel/mcp_weather_server — Weather info via Open-Meteo API ☆
47 - TimLukaHorstmann/mcp-weather — AccuWeather hourly and daily forecasts ☆
31 - sjanaX01/weather-mcp-server — A simple minimal weather mcp server :) ☆
21 - mschneider82/mcp-openweather — mcp server for openweather free api ☆
16
MCP Clients
- Upsonic/Upsonic — Agent Framework For Fintech and Banks ☆
7,824 - genkit-ai/genkit — AI app framework for JavaScript and Go ☆
5,781 - ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆
1,759 - SecretiveShell/MCP-Bridge — OpenAI-compatible endpoint calling MCP tools ☆
921 - Lucassssss/eechat — Local AI chat application ☆
337 - EvalsOne/MCP-connect — Cloud AI access to local Stdio MCP servers ☆
236 - AI-QL/chat-mcp — Desktop chat app with MCP support ☆
244 - 3choff/mcp-chatbot — CLI chatbot with MCP integration demo ☆
248 - johannesbrandenburger/typst-mcp — MCP server for Typst markup-based typesetting system ☆
141 - tanaikech/ToolsForMCPServer — MCP server built with Google Apps Script for Gemini CLI ☆
100 - xzq-xu/jvm-mcp-server — JVM-based MCP server implementation ☆
82 - ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code ☆
73 - php-mcp/client — Core PHP implementation for the Model Context Protocol (MCP) Client ☆
55 - rakesh-eltropy/mcp-client — REST API and CLI client for MCP with LangChain ☆
50 - zacharypodbela/django-rest-framework-mcp — MCP server for Django REST Framework ☆
40
Marketing & Analytics
- pipeboard-co/meta-ads-mcp — MCP server to manage Facebook and Instagram Ads (Meta Ads) ☆
765 - gomarble-ai/facebook-ads-mcp-server — Facebook and Instagram Ads management ☆
266 - open-strategy-partners/osp_marketing_tools — MCP server for marketing automation tools ☆
264 - cnych/seo-mcp — SEO tool based on Ahrefs data ☆
238 - proxy-intell/facebook-ads-library-mcp — Facebook Ads Library search and access ☆
203 - surendranb/google-analytics-mcp — Google Analytics 4 data access ☆
199 - stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager ☆
132 - gomarble-ai/google-ads-mcp-server — Google Ads performance data analysis ☆
114 - microsoft/clarity-mcp-server — Microsoft Clarity integration ☆
77 - builtwith/builtwith-mcp — BuiltWith MCP Server ☆
40 - amekala/ads-mcp — MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf. ☆
30 - rafaelstz/adobe-commerce-dev-mcp — Adobe Commerce Dev MCP Server ☆
25 - Kiran1689/storyblok-mcp-server — MCP server for Storyblok CMS management ☆
40 - metricool/mcp-metricool — Metricool API integration ☆
34 - AdsMCP/tiktok-ads-mcp-server — TikTok Ads Marketing API integration via MCP ☆
26 - gvaibhav/TAM-MCP-Server — Market sizing and TAM/SAM analysis ☆
29 - MarketplaceAdPros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads ☆
20 - jonathan-politzki/smartlead-mcp-server — Smartlead MCP deployment ☆
17
Media Processing
3D & Animation
- ahujasid/blender-mcp — Blender 3D modeling with Claude AI ☆
19,237 - AIDC-AI/Pixelle-MCP — Multimodal AIGC with ComfyUI + MCP ☆
945 - samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve ☆
791 - abhiemj/manim-mcp-server — Manim animation code execution ☆
580 - 8beeeaaat/touchdesigner-mcp — MCP server for TouchDesigner ☆
268 - diivi/aseprite-mcp — MCP server for interacting with the Aseprite API ☆
143 - pranav-deshmukh/blender-mcp — Blender 3D modeling integration ☆
96 - PatrickPalmer/MayaMCP — Autodesk Maya 3D integration ☆
65 - wilsonchenghy/ShaderToy-MCP — Create and explore GLSL shaders on ShaderToy ☆
43
Audio & Music
- elevenlabs/elevenlabs-mcp — The official ElevenLabs MCP server ☆
1,302 - varunneal/spotify-mcp — MCP to connect your LLM with Spotify. ☆
594 - Simon-Kansara/ableton-live-mcp-server — Ableton Live OSC control ☆
374 - marcelmarais/spotify-mcp-server — Lightweight MCP server for Spotify ☆
282 - tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) ☆
201 - adamjmurray/producer-pal — AI music production assistant for Ableton Live ☆
123 - dschuler36/reaper-mcp-server — An MCP Server for interacting with Reaper projects. ☆
93 - SkyworkAI/Mureka-mcp — AI lyrics, song, and music generation ☆
88 - imprvhub/mcp-claude-spotify — Spotify interaction for Claude Desktop ☆
31 - TwelveTake-Studios/reaper-mcp — ☆
16 - vsaez/mcp-spotify-player — MCP server to manage Spotify from MCP clients ☆
17
Image Generation
- shinpr/mcp-image — AI image generation with Gemini 3 ☆
97 - SureScaleAI/openai-gpt-image-mcp — OpenAI GPT-4o image generation and editing ☆
101 - awkoy/replicate-flux-mcp — MCP server for Replicate Flux image and SVG generation ☆
97 - Flyworks-AI/flyworks-mcp — Fast and free zeroshot lipsync MCP server ☆
94 - GenWaveLLC/svgmaker-mcp — MCP server for SVG generation ☆
61 - apinetwork/piapi-mcp-server — PiAPI media: Midjourney, Flux, Kling ☆
69 - hamflx/imagen3-mcp — MCP server for Google Imagen 3 image generation ☆
61 - recraft-ai/mcp-recraft-server — Recraft API integration ☆
51 - InhiblabCore/mcp-image-compression — High-performance image compression service ☆
31 - WaveSpeedAI/mcp-server — Image and video generation with WaveSpeed AI ☆
26 - zxkane/mcp-server-amazon-bedrock — Amazon Bedrock Nova Canvas image generation ☆
24
Image Processing
- steipete/Peekaboo — macOS screenshot and window capture MCP server ☆
3,111 - sunriseapps/imagesorcery-mcp — Image processing operations ☆
302 - IDEA-Research/DINO-X-MCP — MCP server for DINO-X vision model ☆
118 - groundlight/mcp-vision — Computer vision models as MCP servers ☆
54 - MoussaabBadla/code-screenshot-mcp — Generate code screenshots ☆
43 - nota/gyazo-mcp-server — Official Model Context Protocol server for Gyazo ☆
25 - stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) ☆
36 - screenshotone/mcp — A simple implementation of an MCP server for the ScreenshotOne API ☆
36 - upnorthmedia/ScreenshotMCP — Website screenshot capture and optimization ☆
28 - magarcia/mcp-server-giphy — Giphy GIF integration ☆
28 - flowy11/imagician — A MCP server for image edition ☆
18
Video
- kimtaeyoon83/mcp-server-youtube-transcript — YouTube video transcript downloader ☆
521 - ZubeidHendricks/youtube-mcp-server — YouTube API and video management ☆
491 - anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube ☆
514 - eat-pray-ai/yutu — The AI-powered toolkit that grows your YouTube channel on autopilot. ☆
437 - burningion/video-editing-mcp — MCP Interface for Video Jungle ☆
259 - muxinc/mux-node-sdk — Mux Video and Data API wrapper ☆
178 - Laksh-star/mcp-server-tmdb — MCP Server with TMDB ☆
66 - nabid-pf/youtube-video-summarizer-mcp — YouTube video captions and summarization ☆
58 - video-db/agent-toolkit — MCP toolkit for video database operations ☆
49 - tan-yong-sheng/ai-vision-mcp — Image and video analysis capabilities ☆
46 - raveenb/fal-mcp-server — Fal.ai image, video, music generation ☆
42 - marcindulak/stt-mcp-server-linux — Local speech-to-text for Tmux on Linux ☆
22 - omergocmen/json2video-mcp-server — json2video API integration ☆
25 - sinjab/mcp_youtube_extract — YouTube clip information extraction ☆
19 - TSavo/creatify-mcp — MCP server for AI video generation ☆
19 - 13rac1/videocapture-mcp — MCP server to capture images from webcam or video source ☆
17
Monitoring & Observability
- grafana/mcp-grafana — MCP server for Grafana ☆
2,785 - getsentry/sentry-mcp — An MCP server for interacting with Sentry via LLMs. ☆
634 - comet-ml/opik-mcp — MCP server for Opik LLM evaluation platform ☆
203 - mpeirone/zabbix-mcp-server — MCP server for Zabbix monitoring with 40+ tools ☆
195 - VictoriaMetrics/mcp-victoriametrics — VictoriaMetrics monitoring integration ☆
146 - langfuse/mcp-server-langfuse — MCP server for Langfuse LLM observability ☆
160 - grafana/loki-mcp — An MCP ( Model Context Protocol ) Server for Grafana Loki ☆
117 - dynatrace-oss/dynatrace-mcp — MCP server for Dynatrace Observability ☆
104 - PagerDuty/pagerduty-mcp-server — PagerDuty official MCP server ☆
61 - seekrays/mcp-monitor — MCP server monitoring tool ☆
80 - last9/last9-mcp-server — Last9 MCP Server ☆
54 - GeLi2001/datadog-mcp-server — MCP server interacts with the official Datadog API ☆
65 - metoro-io/metoro-mcp-server — Metoro MCP Server ☆
49 - tjhop/prometheus-mcp-server — MCP server for LLMs to interact with Prometheus ☆
44 - Rootly-AI-Labs/rootly-mcp-server — Rootly MCP server ☆
41 - mcpcap/mcpcap — Network analysis for the AI age ☆
33 - inspektor-gadget/ig-mcp-server — Container and Kubernetes debugging with AI ☆
24 - RedHatInsights/insights-mcp — Red Hat Insights AI connection ☆
18 - MindscapeHQ/mcp-server-raygun — Raygun error investigation for AI ☆
20 - mhajder/librenms-mcp — MCP server for LibreNMS management ☆
21 - tgeselle/bugsnag-mcp — MCP server for Bugsnag error monitoring ☆
20 - Pratyay/mac-monitor-mcp — MCP server for macOS system monitoring ☆
20 - ntk148v/alertmanager-mcp-server — MCP server for Prometheus Alertmanager integration ☆
17 - tumf/grafana-loki-mcp — Grafana Loki MCP Repository ☆
24 - emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication ☆
28
Productivity
Atlassian
- sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆
4,910 - aashari/mcp-server-atlassian-bitbucket — Atlassian Bitbucket repositories and PRs ☆
140 - nguyenvanduocit/jira-mcp — Jira issues and sprints via Go MCP ☆
85 - aashari/mcp-server-atlassian-jira — Atlassian Jira projects, issues and sprints ☆
63 - aashari/mcp-server-atlassian-confluence — Atlassian Confluence spaces and pages ☆
50 - phuc-nt/mcp-atlassian-server — Jira and Confluence integration ☆
51 - KS-GEN-AI/jira-mcp-server — A test of jira mcp server ☆
25 - rahulthedevil/Jira-Context-MCP — Jira tickets info for AI coding agents ☆
25
Collaboration
- evalstate/mcp-miro — MCP server for Miro whiteboard manipulation and sticky creation ☆
109 - orellazri/coda-mcp — MCP Server for Coda ☆
56 - hiromitsusasaki/raindrop-io-mcp-server — Raindrop.io bookmark management ☆
72 - k-jarzyna/mcp-miro — Miro integration for Model Context Protocol ☆
62 - kintone/mcp-server — kintone official MCP server ☆
40 - Fibery-inc/fibery-mcp-server — MCP server for Fibery workspace integration ☆
30
Documents
- zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆
2,579 - vivekVells/mcp-pandoc — MCP server for document format conversion using pandoc. ☆
525 - onebirdrocks/ebook-mcp — MCP server for ebook processing ☆
356 - baruchiro/paperless-mcp — MCP server for Paperless-NGX document management ☆
87 - PSPDFKit/nutrient-dws-mcp-server — Nutrient Document Web Services ☆
63 - Unstructured-IO/UNS-MCP — MCP server for Unstructured document processing ☆
43 - vgnshiyer/apple-books-mcp — Apple Books MCP Server ☆
45 - esignaturescom/mcp-server-esignatures — eSignatures.com document signing ☆
36 - danielkennedy1/pdf-tools-mcp — MCP server for PDF manipulation (merge, extract, snippets) ☆
31 - gpetraroli/mcp_pdf_reader — An MCP server to extraxt/search text from pdf ☆
31 - thechandanbhagat/cv-forge — MCP to tailored CV based on job description ☆
25 - intsig-textin/textin-mcp — OCR and document-to-Markdown conversion ☆
28
Google Workspace
- taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆
2,097 - MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts ☆
486 - v-3/google-calendar — Google Calendar events and scheduling ☆
70 - baryhuang/mcp-headless-gmail — Gmail without local credentials ☆
56 - giuseppe-coco/Google-Workspace-MCP-Server — Gmail, Calendar, and Drive integration ☆
28
Helpdesk & Support
- echelon-ai-labs/servicenow-mcp — MCP Server for ServiceNow ☆
238 - effytech/freshdesk_mcp — Freshdesk support ticket integration ☆
53 - modesty/fluent-mcp — MCP server for Fluent (ServiceNow SDK) ☆
24 - quickchatai/quickchat-ai-mcp — The Quickchat AI MCP server ☆
23
Learning & Flashcards
- ankimcp/anki-mcp-server — MCP server for Anki spaced repetition flashcards ☆
219 - scorzeth/anki-mcp-server — An MCP server for Anki ☆
179 - jinzcdev/leetcode-mcp-server — MCP server for LeetCode problems and solutions ☆
107 - rember/rember-mcp — A Model Context Protocol (MCP) server for Rember. ☆
63 - nietus/anki-mcp — MCP server for anki ☆
39 - doggybee/mcp-server-leetcode — MCP server for LeetCode coding challenges ☆
40 - spacholski1225/anki-connect-mcp — MCP implementation for Anki Web ☆
18
Microsoft 365
- haris-musa/excel-mcp-server — Excel file manipulation ☆
3,677 - Softeria/ms-365-mcp-server — Microsoft 365 and Office via Graph API ☆
611 - InditexTech/mcp-teams-server — MCP server for Microsoft Teams integration ☆
366 - merill/lokka — MCP for Microsoft 365 and Graph ☆
235 - sbroenne/mcp-server-excel — Excel MCP Server - 23 tools for AI-powered automation ☆
115 - pnp/cli-microsoft365-mcp-server — Manage Microsoft 365 using MCP server ☆
95 - Norcim133/OutlookMCPServer — MCP Server for msgraph - mail, calendar, files ☆
17
Note-taking & Docs
- RafalWilinski/mcp-apple-notes — RAG over Apple Notes for Claude ☆
375 - lostintangent/gistpad-mcp — Personal knowledge and daily notes management ☆
189 - Vortiago/mcp-outline — AI assistants with Outline docs ☆
133 - entanglr/zettelkasten-mcp — MCP server implementing Zettelkasten knowledge management ☆
145 - gornskew/lisply-mcp — Manage Lisply lisp-speaking backends ☆
48 - 2slides/mcp-2slides — MCP Server for 2slides - AI agent for PPT generation ☆
28 - akseyh/bear-mcp-server — MCP Server integration for Bear note app ☆
44 - Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs ☆
21 - Piotr1215/mcp-obsidian — simple mcp server for interacting with local obsidian notes ☆
21 - ONLYOFFICE/docspace-mcp — DocSpace MCP Server ☆
20 - danield137/mcp-workflowy — An MCP server for workflowy ☆
27 - joshylchen/zettelkasten — Comprehensive AI-powered knowledge management system implementing the Zettelkasten method. Features atomic note creation, full-text search, AI-powered CEQRC workflows (Capture→Explain→Question→Refine→Connect), intelligent link discovery, and multi-interface access (CLI, API, Web UI, MCP). Perfect for researchers, students, and knowledge workers. ☆
20
Notion
- makenotion/notion-mcp-server — Official Notion MCP Server ☆
4,207 - suekou/mcp-notion-server — MCP server for Notion API with Markdown conversion ☆
875 - danhilse/notion_mcp — Notion integration with advanced formatting ☆
207 - Badhansen/notion-mcp — Notion workspace management ☆
29
Obsidian
- MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆
3,323 - bitbonsai/mcpvault — Lightweight Obsidian vault access ☆
1,059 - StevenStavrakis/obsidian-mcp — A simple MCP server for Obsidian ☆
675
Project Management
- mondaycom/mcp — AI agents with secure data access ☆
394 - jerhadf/linear-mcp-server — MCP server for Linear issue tracking ☆
345 - makeplane/plane-mcp-server — Plane's Official Model Context Protocol Server ☆
190 - roychri/mcp-server-asana — MCP server for Asana task and project management ☆
137 - its-dart/dart-mcp-server — Dart AI Model Context Protocol (MCP) server ☆
127 - taskade/mcp — MCP server for Taskade project management ☆
120 - tacticlaunch/mcp-linear — MCP server for Linear project management ☆
132 - useshortcut/mcp-server-shortcut — The MCP server for Shortcut ☆
97 - tonyzorin/youtrack-mcp — YouTrack server, ARM64 and AMD64 ☆
84 - georgeantonopoulos/Basecamp-MCP-Server — Basecamp 3+ project management ☆
81 - feuerdev/keep-mcp — MCP server for Google Keep ☆
70 - aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support ☆
62 - m0xai/trello-mcp-server — A simple yet powerful MCP server for Trello. ☆
51 - taazkareem/clickup-mcp-server — ClickUp MCP Server - project management with AI ☆
27 - EduBase/MCP — MCP server for EduBase e-learning platform ☆
25 - kelvin6365/plane-mcp-server — MCP server for Plane.so project management ☆
38 - kocakli/Trello-Desktop-MCP — Trello integration for Claude Desktop via MCP ☆
23 - Teamwork/mcp — Teamwork.com MCP server ☆
17 - Prat011/mcp-server-monday — MCP Server to interact with Monday.com boards and items ☆
34 - bivex/kanboard-mcp — MCP server for Kanboard project management integration ☆
21
Tasks & Calendar
- screenpipe/screenpipe — AI app store with 24/7 desktop history ☆
18,153 - nspady/google-calendar-mcp — MCP integration for Google Calendar to manage events. ☆
1,089 - Doist/todoist-ai — Todoist tools for AI agents ☆
447 - abhiz123/todoist-mcp-server — Todoist natural language task management ☆
386 - Omar-V2/mcp-ical — Interact with MacOS Calendar ☆
297 - zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude ☆
122 - alexarevalo9/ticktick-mcp-server — TickTick task management ☆
70 - dominik1001/caldav-mcp — CalDAV calendar sync ☆
62 - stanislavlysenko0912/todoist-mcp-server — Todoist Rest API and Sync API ☆
60 - jen6/ticktick-mcp — TickTick task management with filtering ☆
65 - awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior! ☆
46 - takumi0706/google-calendar-mcp — Google Calendar for Claude Desktop ☆
56 - arpitbatra123/mcp-googletasks — MCP server for Google Tasks management ☆
35 - urbanogardun/things3-mcp — MCP server for Things3 integration on macOS ☆
21 - flesler/mcp-tasks — Efficient task management with views ☆
41 - jbrinkman/valkey-ai-tasks — MCP server for task management with Valkey persistence ☆
25 - hichana/goalstory-mcp — Goal tracking with AI-powered storytelling ☆
18 - Danielpeter-99/calcom-mcp — A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data programmatically. ☆
16
Wiki & Collaboration
- anyproto/anytype-mcp — AI with Anytype encrypted local data ☆
373 - ProfessionalWiki/MediaWiki-MCP-Server — Connect AI with any MediaWiki ☆
72 - HenryHaoson/Yuque-MCP-Server — Yuque mcp server ☆
59 - yuna0x0/hackmd-mcp — HackMD note-taking integration ☆
55
Research & Science
- oOo0oOo/lean-lsp-mcp — Lean Theorem Prover MCP ☆
357 - szeider/mcp-solver — Constraint optimization and solving ☆
160 - NellyW8/MCP4EDA — RTL-to-GDSII automation with LLM ☆
82 - SecretiveShell/MCP-wolfram-alpha — Wolfram Alpha computational intelligence ☆
74 - Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP with 14 security layers ☆
53 - neuromechanist/matlab-mcp-tools — ☆
16
Sandboxing & Execution
- superradcompany/microsandbox — secure, local, cross-platform and programmable sandboxes for AI agents ☆
5,317 - dagger/container-use — MCP server for container orchestration ☆
3,714 - e2b-dev/mcp-server — E2B code execution for Claude ☆
388 - Automata-Labs-team/code-sandbox-mcp — Secure code sandbox in Docker ☆
318 - bazinga012/mcp_code_executor — Execute Python in Conda environment ☆
214 - hopx-ai/mcp — Execute code in isolated cloud containers ☆
162 - alfonsograziano/node-code-sandbox-mcp — MCP server for Node.js code sandbox execution ☆
152 - gradion-ai/ipybox — Python code execution sandbox with MCP tool calling ☆
74 - yepcode/mcp-server-js — JavaScript MCP server framework by YepCode ☆
43 - r33drichards/mcp-js — MCP server exposing V8 JavaScript runtime for AI agents ☆
43 - hileamlakB/Python-Runtime-Interpreter-MCP-Server — Safe Python runtime interpreter ☆
27 - gwbischof/outsource-mcp — Give your AI assistant its own AI assistants. ☆
28
Search & Extraction
Academic Research
- blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆
2,527 - JackKuo666/Google-Scholar-MCP-Server — Search Google Scholar papers ☆
283 - andybrandt/mcp-simple-arxiv — arXiv paper search and reading ☆
189 - reading-plus-ai/mcp-server-deep-research — Comprehensive research with reports ☆
209 - andybrandt/mcp-simple-pubmed — PubMed medical research search ☆
163 - adityak74/mcp-scholarly — A MCP server to search for accurate academic articles. ☆
178 - kaliaboi/mcp-zotero — Zotero collections for Claude Desktop ☆
158 - takashiishida/arxiv-latex-mcp — MCP server for arXiv LaTeX paper retrieval ☆
122 - JackKuo666/PubMed-MCP-Server — Search and analyze PubMed articles ☆
107 - OctagonAI/octagon-deep-research-mcp — AI-powered comprehensive research and analysis ☆
87 - akalaric/mcp-wolframalpha — Wolfram Alpha integration for Python ☆
77 - HzaCode/OneCite — Parse and format academic references ☆
56 - szeider/mcp-dblp — Access DBLP computer science bibliography ☆
32 - prashalruchiranga/arxiv-mcp-server — arXiv API via natural language ☆
40 - drAbreu/alex-mcp — MCP server for OpenAlex ☆
39 - hbg/mcp-paperswithcode — MCP interface for PapersWithCode API ☆
21 - mochow13/google-scholar-mcp — MCP server for Google Scholar written in TypeScript ☆
20 - JackKuo666/bioRxiv-MCP-Server — Access bioRxiv papers ☆
22
Data APIs
- cantian-ai/bazi-mcp — Bazi Chinese astrology information ☆
353 - Rudra-ravi/wikipedia-mcp — Retrieve Wikipedia information ☆
229 - ahonn/mcp-server-gsc — Google Search Console data access ☆
202 - hellokaton/unsplash-mcp-server — A MCP server for Unsplash image search. ☆
213 - deadletterq/mcp-opennutrition — MCP server for nutrition data and analysis ☆
175 - OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. ☆
148 - cswkim/discogs-mcp-server — MCP Server for Discogs ☆
94 - damionrashford/RivalSearchMCP — MCP server for competitive search analysis ☆
69 - 8enSmith/mcp-open-library — MCP server for Open Library book and author search ☆
67 - yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data ☆
72 - zoomeye-ai/mcp_zoomeye — MCP server for ZoomEye network asset information ☆
69 - cameronrye/openzim-mcp — MCP server for OpenZIM archive access ☆
55 - riemannzeta/patent_mcp_server — FastMCP Server for USPTO data ☆
52 - anysiteio/anysite-mcp-server — LinkedIn data access ☆
60 - Linked-API/linkedapi-mcp — LinkedIn account control and data retrieval ☆
46 - zzaebok/mcp-wikidata — Wikidata API implementation ☆
42 - djalal/quran-mcp-server — Quran.com verses, translations, tafsir ☆
62 - r-huijts/rijksmuseum-mcp — Rijksmuseum artwork exploration ☆
66 - 0xDAEF0F/job-searchoor — A simple MCP server that delivers you jobs based on your needs ☆
60 - yamanoku/baseline-mcp-server — Web API Baseline status information ☆
36 - imprvhub/mcp-domain-availability — MCP server to check domain availability ☆
43 - amurshak/congressMCP — US Congress data for AI agents ☆
28 - mikechao/metmuseum-mcp — Met Museum art collection discovery ☆
25 - kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM ☆
23 - DappierAI/dappier-mcp — MCP server for Dappier AI integration ☆
39 - adawalli/nexus — MCP Server to make searching openrouter easy ☆
19 - Himalayas-App/himalayas-mcp — A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app. ☆
16 - JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation. ☆
22 - delorenj/mcp-server-ticketmaster — Ticketmaster Discovery API ☆
24 - r-huijts/opentk-mcp — MCP server for Dutch parliamentary data via OpenTK ☆
20 - joelio/stocky — An MCP server for searching and downloading stock photography. ☆
18 - siva010928/multi-chat-mcp-server — MCP server for multi-chat capabilities ☆
21 - AshwinSundar/congress_gov_mcp — Query US Congress.gov API ☆
19 - angheljf/nyt — MCP server for New York Times article search ☆
18
News & Content
- lfnovo/content-core — Extract what matters from any media source ☆
146 - erithwik/mcp-hn — MCP Server for Hackernews ☆
70 - imprvhub/mcp-rss-aggregator — RSS feed aggregation for Claude Desktop ☆
25 - pskill9/hn-server — Hacker news MCP server ☆
38 - format37/youtube_mcp — youtube transcriber mcp server ☆
30 - the0807/GeekNews-MCP-Server — GeekNews MCP Server ☆
16
Web Search Engines
- exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆
4,230 - tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆
1,744 - nickclyde/duckduckgo-mcp-server — MCP server for DuckDuckGo search ☆
981 - Aas-ee/open-webSearch — MCP server for open web search ☆
971 - brave/brave-search-mcp-server — Brave Search with AI summarization ☆
895 - mrkrsl/web-search-mcp — Local web search for Claude Desktop ☆
756 - ihor-sokoliuk/mcp-searxng — MCP Server for SearXNG ☆
632 - pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED) ☆
442 - kagisearch/kagimcp — Official Kagi search MCP server ☆
359 - jae-jae/g-search-mcp — Parallel Google search with summaries ☆
260 - fatwang2/search1api-mcp — MCP server for web search and crawl via Search1API ☆
172 - serpapi/serpapi-mcp — SerpApi MCP Server for Google and other search engine results ☆
125 - nkapila6/mcp-local-rag — RAG-like web search via MCP ☆
121 - ChanMeng666/server-google-news — MCP server for Google News integration ☆
121 - mikechao/brave-search-mcp — MCP server for Brave Search with filtering options ☆
114 - SecretiveShell/MCP-searxng — SearXNG search for agentic systems ☆
116 - tanigami/mcp-server-perplexity — Perplexity API chat with citations ☆
91 - ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server ☆
87 - isnow890/naver-search-mcp — MCP server for Naver search integration ☆
59 - gleanwork/mcp-server — MCP server for Glean API integration ☆
56 - leehanchung/bing-search-mcp — MCP Server for Bing Search API ☆
79 - zhsama/duckduckgo-mcp-server — MCP server for DuckDuckGo web search ☆
73 - pwilkin/mcp-searxng-public — Query public SearXNG instances ☆
40 - OvertliDS/mcp-searxng-enhanced — SearXNG web search with category awareness ☆
36 - ubie-oss/mcp-vertexai-search — A MCP server for Vertex AI Search ☆
35 - Tomatio13/mcp-server-tavily — MCP Server for Tavily API integration ☆
48 - ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API ☆
43 - garylab/serper-mcp-server — A Serper MCP Server ☆
32 - parallel-web/search-mcp — ☆
16 - mnhlt/WebSearch-MCP — MCP server for web search integration ☆
32
Security
Identity & Access
- auth0/auth0-mcp-server — Auth0 tenant management via natural language ☆
100 - box-community/mcp-server-box — Enterprise content access in Box ☆
99 - firstorderai/authenticator_mcp — Authenticator App for AI agents ☆
36 - atomicchonk/roadrecon_mcp_server — Azure AD ROADrecon analysis for Claude ☆
50 - sshaaf/keycloak-mcp-server — MCP server for Keycloak identity and access management ☆
40 - kapilduraphe/okta-mcp-server — Okta MCP Server ☆
20 - hieuttmmo/entraid-mcp-server — EntraID via Microsoft Graph API ☆
36 - ChristophEnglisch/keycloak-model-context-protocol — Keycloak user and realm management ☆
41 - descope-sample-apps/descope-mcp-server-stdio — Descope user management and audits ☆
29
MCP Security
- eqtylab/mcp-guardian — Manage / Proxy / Secure your MCP Servers ☆
196 - kapilduraphe/mcp-watch — Security scanner for MCP servers ☆
125 - postralai/masquerade — The Privacy Firewall for LLMs ☆
75 - 82ch/MCP-Dandan — MCP security with real-time proxying ☆
63 - AIM-Intelligence/AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting ☆
20 - cromwellian/hippycampus — REST endpoint to MCP conversion ☆
20 - kontext-dev/attestable-mcp-server — Hardware attestation for MCP server integrity ☆
18
Network & Firewall
- vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy ☆
44 - intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder ☆
24
Pentesting & OSINT
- PortSwigger/mcp-server — MCP Server for Burp ☆
656 - BurtTheCoder/mcp-maigret — Maigret OSINT user account collection ☆
236 - BurtTheCoder/mcp-shodan — MCP server for Shodan - device search, IP recon, CVE intel ☆
122 - BurtTheCoder/mcp-virustotal — VirusTotal API queries ☆
118 - roadwy/cve-search_mcp — CVE database security queries ☆
94 - mobb-dev/bugsy — Automatic security vulnerability remediation for your code. ☆
66 - GitGuardian/ggmcp — Scan and remediate hardcoded secrets ☆
34 - StacklokLabs/osv-mcp — An MCP server for OSV ☆
30 - BurtTheCoder/mcp-dnstwist — DNS fuzzing for phishing detection ☆
48 - nickpending/mcp-recon — Tellix conversational recon interface ☆
25 - gnlds/mcp-cve-intelligence-server-lite — CVE intelligence from NVD, MITRE, GitHub ☆
19
Reverse Engineering
- LaurieWired/GhidraMCP — MCP Server for Ghidra ☆
8,353 - mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆
7,400 - zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆
1,745 - symgraph/GhidrAssistMCP — An MCP extension for Ghidra ☆
568 - zinja-coder/apktool-mcp-server — APK Tool for Android reverse engineering ☆
361 - fosdickio/binary_ninja_mcp — Binary Ninja plugin for LLM integration ☆
310 - radareorg/radare2-mcp — MCP stdio server for radare2 ☆
202 - 13bm/GhidraMCP — Active Socket based MCP Server for Ghidra ☆
104 - zboralski/ida-headless-mcp — Headless IDA Pro binary analysis via Model Context Protocol ☆
100 - pullkitsan/mobsf-mcp-server — MobSF APK and IPA security scanning ☆
18
SIEM & SecOps
- beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆
1,947 - MorDavid/BloodHound-MCP-AI — BloodHound integration with AI through MCP ☆
349 - gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM ☆
195 - securityfortech/secops-mcp — All-in-one security testing toolbox via MCP ☆
192 - CrowdStrike/falcon-mcp — CrowdStrike Falcon security analysis ☆
136 - cycodehq/cycode-cli — SAST, SCA, Secrets, IaC security scanning ☆
98 - panther-labs/mcp-panther — Detections, alerts, and log queries ☆
42 - slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ☆
39 - qianniuspace/mcp-security-audit — MCP server for security auditing ☆
52 - Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x ☆
46 - fr0gger/MCP_Security — This is a repository to experiment with MCP for security ☆
47 - Contrast-Security-OSS/mcp-contrast — MCP Server for Contrast Security ☆
16 - Spathodea-Network/opencti-mcp — OpenCTI threat intelligence platform ☆
38
Social Media
- iFurySt/RedNote-MCP — MCP server for accessing RedNote(XiaoHongShu, xhs). ☆
1,040 - karanb192/reddit-mcp-buddy — Clean Reddit data: posts, search, users ☆
600 - adhikasp/mcp-twikit — Twitter interaction via MCP ☆
231 - 34892002/bilibili-mcp-js — Bilibili video search MCP service ☆
161 - Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration ☆
145 - trypeggy/instagram_dm_mcp — Instagram Direct messages MCP ☆
156 - HagaiHen/facebook-mcp-server — Facebook posts, comments, insights automation ☆
141 - king-of-the-grackles/reddit-research-mcp — Reddit research with structured insights ☆
103 - Xquik-dev/x-twitter-scraper — X API integration with 40+ tools, webhooks & MCP server ☆
43 - anwerj/youtube-uploader-mcp — Upload/Schedule videos on Youtube with the help of AI ☆
38 - LuniaKunal/mcp-twitter — Manage your twitter account using mcp ☆
58 - ertiqah/linkedin-mcp-runner — LinkedIn content analysis and posting ☆
30 - jaipandya/producthunt-mcp-server — MCP server for Product Hunt data access ☆
43 - AbdelStark/nostr-mcp — Nostr posting and interaction ☆
38 - macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets. ☆
28 - laulauland/bluesky-context-server — Bluesky MCP server ☆
30 - jonathan-politzki/mcp-writer-substack — Bridge Substack writings to Claude ☆
28 - mbelinky/x-mcp-server — MCP server to post on x.com with OAuth v1 and v2 ☆
20
Sports
- r-huijts/strava-mcp — Strava fitness data integration ☆
340 - rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server ☆
69 - mikechao/balldontlie-mcp — MCP server for NBA, NFL, MLB sports data ☆
23 - guillochon/mlb-api-mcp — MCP server for MLB baseball statistics ☆
43 - yeonupark/mcp-soccer-data — Real-time football data ☆
30 - lenwood/cfbd-mcp-server — An MCP server enabling CFBD API queries within Claude Desktop. ☆
26 - kw510/strava-mcp — MCP server with Strava OAuth on Cloudflare Workers ☆
25 - tomekkorbak/strava-mcp-server — MCP server for Strava API integration ☆
20 - r-huijts/firstcycling-mcp — MCP server for professional cycling data from FirstCycling ☆
18 - RobSpectre/mvf1 — Python package and CLI for MultiViewer For F1 ☆
18
Text-to-Speech
- mbailey/voicemode — Natural (2-way) voice conversations with Claude Code ☆
1,011 - mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server ☆
76
Translation
- caol64/wenyan-mcp — Markdown formatting and translation to Chinese ☆
1,167 - aymericzip/intlayer — MCP server for Intlayer internationalization ☆
678 - DeepLcom/deepl-mcp-server — Translation with DeepL API ☆
100 - translated/lara-mcp — Lara Translate API with language detection ☆
79 - mmntm/weblate-mcp — ☆
17
Travel & Transport
- openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent ☆
422 - cobanov/teslamate-mcp — MCP server for TeslaMate vehicle data and analytics ☆
125 - pab1it0/tripadvisor-mcp — MCP server for Tripadvisor location data and reviews ☆
55 - r-huijts/ns-mcp-server — MCP server for Dutch Railways (NS) travel information ☆
52 - sunsetcoder/flightradar24-mcp-server — Model Context Protocol server for Flight Tracking ☆
46 - KyrieTangSheng/mcp-server-nationalparks — US National Parks info via NPS API ☆
39 - Pradumnasaraf/aviationstack-mcp — MCP for AviationStack API - real-time flight data ☆
18 - mfukushim/map-traveler-mcp — Virtual traveler library for MCP ☆
23 - variflight/variflight-mcp — Variflight services implementation ☆
24 - JordanDalton/DoorDash-MCP-Server — MCP server for DoorDash delivery service integration ☆
22 - campertunity/mcp-server — ☆
16
Web Scraping
- ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆
23,287 - firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆
6,028 - brightdata/brightdata-mcp — All-in-one public web access solution ☆
2,288 - apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆
1,061 - jae-jae/fetcher-mcp — Playwright web page content fetching ☆
1,021 - etsd-tech/mcp-pointer — DOM element pointing for agents ☆
570 - apify/mcp-server-rag-web-browser — A MCP Server for the RAG Web Browser Actor ☆
204 - tinyfish-io/agentql-mcp — AgentQL data extraction integration ☆
160 - just-every/mcp-read-website-fast — Fast webpage to markdown conversion ☆
142 - scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server ☆
160 - pskill9/website-downloader — MCP server to download entire websites ☆
149 - just-every/mcp-screenshot-website-fast — Fast webpage screenshots for LLMs ☆
105 - oxylabs/oxylabs-mcp — Official Oxylabs MCP integration ☆
94 - cyberchitta/scrapling-fetch-mcp — Access bot-protected websites ☆
77 - crawlbase/crawlbase-mcp — MCP server connecting AI agents with real-time web data ☆
53 - djannot/puppeteer-vision-mcp — Web scraping with AI-driven interaction handling ☆
48 - supadata-ai/mcp — Video and web scraping for Claude ☆
44 - puremd/puremd-mcp — Unblock, scrape, and search tools for MCP clients ☆
60 - ananddtyagi/webpage-screenshot-mcp — MCP server for webpage screenshot capture ☆
54 - webscraping-ai/webscraping-ai-mcp-server — MCP server for AI-powered web scraping ☆
41 - pragmar/mcp-server-webcrawl — Web crawler data and archives connection ☆
38 - Decodo/mcp-web-scraper — Decodo web scraping for MCP clients ☆
23 - wong2/mcp-jina-reader — Jina Reader MCP Server ☆
47 - levz0r/html-to-markdown-mcp — HTML to Markdown converter using Turndown ☆
23 - DevEnterpriseSoftware/scrapi-mcp — MCP server for using ScrAPI to scrape web pages. ☆
18
🏆 Top 100 by Stars
The most starred projects in this list, sorted by GitHub stars.
- upstash/context7 — Up-to-date code docs for LLMs ☆
52,481 - mindsdb/mindsdb — Query Engine for AI Analytics - self-reasoning agents on live data ☆
38,967 - ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆
34,570 - microsoft/playwright-mcp — Playwright MCP server ☆
30,730 - github/github-mcp-server — GitHub's official MCP Server ☆
28,808 - PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆
24,497 - ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆
23,287 - mastra-ai/mastra — TypeScript AI agent framework with RAG ☆
22,935 - oraios/serena — Semantic code retrieval and editing toolkit ☆
22,840 - Skyvern-AI/skyvern — Automate browser based workflows with AI ☆
21,128 - ahujasid/blender-mcp — Blender 3D modeling with Claude AI ☆
19,237 - screenpipe/screenpipe — AI app store with 24/7 desktop history ☆
18,153 - czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆
17,964 - apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆
16,432 - googleapis/mcp-toolbox — Open source database MCP toolbox ☆
14,500 - GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆
14,296 - trycua/cua — MCP server for CUA platform ☆
13,457 - tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆
11,793 - elie222/inbox-zero — AI email assistant for inbox zero ☆
10,444 - instantdb/instant — Modern Firebase with real-time database ☆
10,053 - vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆
9,068 - awslabs/mcp — AWS MCP servers for AI assistants ☆
8,753 - mark3labs/mcp-go — Go implementation of MCP ☆
8,581 - LaurieWired/GhidraMCP — MCP Server for Ghidra ☆
8,353 - lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆
8,245 - idosal/git-mcp — Free remote MCP for any GitHub project ☆
7,908 - Upsonic/Upsonic — Agent Framework For Fintech and Banks ☆
7,824 - mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆
7,400 - grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆
6,645 - BrowserMCP/mcp — Browser control for AI applications ☆
6,300 - GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆
6,145 - firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆
6,028 - zilliztech/claude-context — Code search for Claude Code agents ☆
5,904 - wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆
5,885 - genkit-ai/genkit — AI app framework for JavaScript and Go ☆
5,781 - lharries/whatsapp-mcp — WhatsApp MCP server ☆
5,499 - executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆
5,421 - lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆
5,404 - superradcompany/microsandbox — secure, local, cross-platform and programmable sandboxes for AI agents ☆
5,317 - getsentry/XcodeBuildMCP — MCP server for Xcode build operations ☆
5,170 - sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆
4,910 - Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆
4,746 - 21st-dev/magic-mcp — Frontend development with AI like Magic ☆
4,709 - baserow/baserow — No-code database, apps, agents with AI ☆
4,621 - mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆
4,496 - exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆
4,230 - makenotion/notion-mcp-server — Official Notion MCP Server ☆
4,207 - antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆
3,952 - dagger/container-use — MCP server for container orchestration ☆
3,714 - haris-musa/excel-mcp-server — Excel file manipulation ☆
3,677 - cloudflare/mcp-server-cloudflare — Cloudflare services management ☆
3,606 - archestra-ai/archestra — Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator ☆
3,538 - MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆
3,323 - browserbase/mcp-server-browserbase — Browser control with Browserbase ☆
3,253 - metorial/metorial — Connect any AI model to 600+ integrations; powered by MCP ☆
3,248 - steipete/Peekaboo — macOS screenshot and window capture MCP server ☆
3,111 - Coding-Solo/godot-mcp — MCP server for Godot game engine ☆
3,024 - CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆
2,929 - basicmachines-co/basic-memory — AI conversations that remember context ☆
2,850 - grafana/mcp-grafana — MCP server for Grafana ☆
2,785 - Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆
2,747 - supabase-community/supabase-mcp — Connect Supabase to your AI assistants ☆
2,605 - zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆
2,579 - bytebase/dbhub — Token-efficient multi-database MCP ☆
2,559 - blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆
2,527 - crystaldba/postgres-mcp — Postgres with read/write access and performance ☆
2,523 - sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆
2,421 - brightdata/brightdata-mcp — All-in-one public web access solution ☆
2,288 - metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆
2,206 - jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆
2,149 - IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆
2,098 - taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆
2,097 - perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆
2,087 - cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆
2,079 - chatmcp/mcpso — directory for Awesome MCP Servers ☆
1,992 - financial-datasets/mcp-server — Financial Datasets stock market API ☆
1,954 - beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆
1,947 - IBM/mcp-cli — Feature-rich CLI for interacting with MCP servers ☆
1,942 - nottelabs/notte — Framework to build web agents ☆
1,929 - joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆
1,857 - ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆
1,759 - zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆
1,745 - tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆
1,744 - stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆
1,713 - julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆
1,659 - ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆
1,616 - leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆
1,601 - CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆
1,583 - microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆
1,553 - MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆
1,541 - korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆
1,525 - anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆
1,519 - benborla/mcp-server-mysql — MCP server for MySQL database operations ☆
1,517 - isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆
1,506 - stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆
1,463 - containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆
1,427 - Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆
1,376 - damms005/devdb-vscode — Zero-config VS Code database extension ☆
1,363 - mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆
1,363 - qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆
1,336
Contributing
Please see CONTRIBUTING for details.
Feedback
Found something wrong? Open an issue or submit a pull request — contributions are welcome!
Credits
- modelcontextprotocol/servers
- punkpeye/awesome-mcp-servers
- appcypher/awesome-mcp-servers
- wong2/awesome-mcp-servers
- All Contributors
License
The MIT License (MIT). Please see License File for more information.