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MCP Directory

Model Context Protocol Directory

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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI MCP Servers

AI and machine learning MCP servers for integrating language models, embeddings, and AI capabilities into your workflows.

424 servers in this category

AI MCP servers give your AI assistant direct access to other AI services — language models, embedding APIs, image generation, and inference endpoints. Instead of copy-pasting outputs between tools, you can chain AI capabilities in a single workflow.

Common use cases include calling OpenAI or Anthropic APIs from within Claude, generating embeddings for semantic search, running Hugging Face models, and building multi-agent pipelines where one AI orchestrates others.

Popular integrations: OpenAI, Hugging Face, Replicate, Stable Diffusion, Ollama (local models), and vector databases like Pinecone and Weaviate.

  • everything-claude-code

    224,978

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    JavaScript
  • n8n

    194,883

    **Concise Description:** Workflow automation platform. Visual builder, custom code, AI, 400+ integrations. Self-host/cloud. Automate tasks & connect apps.

    TypeScript
  • dify

    147,420

    Production-ready platform for agentic workflow development.

    TypeScript
  • awesome-mcp-servers

    90,169

    This repository provides a curated list of awesome Model Context Protocol (MCP) servers, which enable AI models to securely interact with local and remote resources through standardized implementations. It includes

  • servers

    87,958

    This repository offers reference implementations for Model Context Protocol (MCP) servers, showcasing how to grant Large Language Models secure access to various tools and data sources using TypeScript and Python SDKs.

    JavaScript
  • ragflow

    84,127

    RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

    Python
  • netdata

    79,463

    The fastest path to AI-powered full stack observability, even for lean teams.

    C
  • Scrapling

    67,618

    🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

    Python
  • awesome-claude-skills

    66,587

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    Python
  • TrendRadar

    60,164

    ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

    Python
  • mempalace

    56,824

    The highest-scoring AI memory system ever benchmarked. And it's free.

    Python
  • headroom

    54,905

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

    Python
  • litellm

    52,061

    Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

    Python
  • goose

    50,565

    an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

    Rust
  • awesome-claude-code

    47,739

    A curated list of awesome commands, files, and workflows for Claude Code

    Python
  • Agent-Reach

    47,331

    Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

    Python
  • system_prompts_leaks

    47,100

    Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini

    JavaScript
  • JeecgBoot

    46,917

    一款 AI 驱动的低代码平台,提供"零代码"与"代码生成"双模式——零代码模式一句话搭建系统,代码生成模式自动输出前后端代码与建表 SQL,生成即可运行。平台内置 AI 聊天助手、AI大模型、知识库、AI流程编排、MCP 与插件体系,兼容主流大模型,支持一句话生成流程图、设计表单、聊天式业务操作,解决 Java 项目 80% 重复工作,高效且不失灵活。

    Java
  • aider

    46,915

    aider is AI pair programming in your terminal

    Python
  • chatgpt-on-wechat

    45,705

    chatgpt-on-wechat is an intelligent chatbot based on large language models, supporting multiple models and deployment options like web pages, WeChat official accounts, and enterprise WeChat applications. It can process various message formats and access external resources through plugins, enabling customized enterprise AI applications based on proprietary knowledge bases.

    Python
  • kong

    43,703

    🦍 The Cloud-Native Gateway for APIs & AI

  • antigravity-awesome-skills

    42,196

    Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

    Python
  • new-api

    40,870

    AI模型接口管理与分发系统,支持将多种大模型转为统一格式调用,支持OpenAI、Claude等格式,可供个人或者企业内部管理与分发渠道使用,本项目基于One API二次开发。🍥 The next-generation LLM gateway and AI asset management system supports multiple languages.

    JavaScript
  • GPT_API_free

    38,646

    This repository provides a free API for accessing various large language models like GPT, DeepSeek, Claude, Gemini, and Grok, offering a unified protocol for easy integration and domestic acceleration without requiring a proxy.

    Python
  • prompt-eng-interactive-tutorial

    36,805

    Anthropic's Interactive Prompt Engineering Tutorial

    Jupyter Notebook
  • ai-engineering-hub

    36,212

    The AI Engineering Hub offers tutorials and real-world examples for LLMs, RAGs, and AI agents, enabling users of all skill levels to learn, implement, and scale AI projects.

    Jupyter Notebook
  • AstrBot

    35,723

    ✨ 易上手的多平台 LLM 聊天机器人及开发框架 ✨ 支持 QQ、QQ频道、Telegram、微信、企微、飞书、钉钉 | 知识库、MCP 服务器、OpenAI、DeepSeek、Gemini、硅基流动、月之暗面、Ollama、OneAPI、Dify

    Python
  • claude-code-router

    35,495

    Use Claude Code as the foundation for coding infrastructure, allowing you to decide how to interact with the model while enjoying updates from Anthropic.

    TypeScript
  • gpt-researcher

    28,027

    LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.

    Python
  • repomix

    26,735

    📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like C

    TypeScript
  • cognee

    26,583

    Cognee is a memory layer for AI apps and agents, enabling dynamic agent memory using scalable ECL pipelines to interconnect and retrieve past conversations, documents, images, and audio transcriptions for

    Jupyter Notebook
  • serena

    26,017

    Here are a few options, prioritizing clarity and SEO: * **Option 1 (Focus on core function):** Semantic code retrieval & editing toolkit (MCP server). Agno integration. * **Option 2 (More explic

    Python
  • kratos

    25,763

    Your ultimate Go microservices framework for the cloud-native era.

    Go
  • mastra

    25,708

    Mastra is a TypeScript framework for rapidly building AI applications, offering primitives like workflows, agents, RAG, integrations, and evals, supporting local or serverless cloud deployment with unified LLM provider interaction.

    TypeScript
  • free-llm-api-resources

    24,299

    A list of free LLM inference resources accessible via API.

    Python
  • blender-mcp

    23,399

    BlenderMCP integrates Blender with Claude AI via the Model Context Protocol, enabling prompt-assisted 3D modeling, scene creation, and object manipulation directly within Blender. It supports Poly Haven assets and Hyper3D Rodin.

    Python
  • codebase-memory-mcp

    22,698

    High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

    C
  • n8n-mcp

    22,077

    **n8n workflow builder MCP for Claude Desktop/Code/Windsurf/Cursor. Automates n8n workflow creation using AI.**

    TypeScript
  • courses

    22,045

    Anthropic's educational courses

    Jupyter Notebook
  • MaxKB

    21,596

    Here are a few options, prioritizing clarity and SEO: * **MaxKB: Enterprise AI assistant w/ RAG, workflows, & MCP tool use. Open-source.** (75 characters) * **MaxKB: Open-source AI assistant for

    Python
  • excelize

    20,707

    Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

    Go
  • opik

    20,210

    Opik is an open-source LLM evaluation framework designed to help build better, faster, and cheaper LLM systems through tracing, evaluations, and dashboards for RAG chatbots, code assistants, and agentic pipelines.

    Python
  • FunASR

    18,771

    Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.

    Python
  • agentic

    18,120

    Agentic is a marketplace and platform for LLM tools, focusing on quality and ease of use with MCP (Model Context Protocol) support. It allows both consumption and publishing of LLM tools with a focus on curated, high-quality integrations.

    TypeScript
  • Vibe-Trading

    16,453

    "Vibe-Trading: Your Personal Trading Agent"

    Python
  • genai-toolbox

    15,750

    MCP Toolbox for Databases is an open source MCP server for databases.

    Go
  • WrenAI

    15,698

    ⚡️Wren AI is your GenBI Agent, that you can query any database with natural language, get accurate SQL(Text-to-SQL), charts(Text-to-Charts) & AI-generated insights in seconds.

    TypeScript
  • Skill_Seekers

    14,333

    Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

    Python
  • memU

    13,965

    The memory harness for proactive AI agents — structured storage, intent capture, 10x token reduction.

    Python
  • Fay

    12,947

    fay是一个帮助数字人(2.5d、3d、移动、pc、网页)或大语言模型(openai兼容、deepseek)连通业务系统的mcp框架。

    JavaScript
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