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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 servers

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  • mcp-aiven

    16

    This repository provides an Aiven Model Context Protocol (MCP) server, enabling Large Language Models to interact with Aiven services like PostgreSQL, Kafka, and OpenSearch. It offers tools for managing Aiven

    Python
  • mcp-server-unitycatalog

    16

    This repository provides a Model Context Protocol (MCP) server for Unity Catalog, enabling users to leverage Unity Catalog Functions as MCP tools, including listing, getting, creating, and deleting functions within Unity Catalog.

    Python
  • EasyMCP

    16

    EasyMCP is a user-friendly client for the Model Context Protocol, enabling connection to SSE, NPX, and UV servers for interacting with various tools and integrating with the OpenAI API for

    Python
  • Langflow-DOC-QA-SERVER

    15

    This repository provides a Model Context Protocol (MCP) server for document question answering, leveraging Langflow to create a backend for querying documents. It offers a simple interface to interact with

    JavaScript
  • mcp-code-indexer

    14

    MCP server that tracks file descriptions across codebases, enabling AI agents to efficiently navigate and understand code through searchable summaries and token-aware overviews.

    Python
  • riza-mcp

    14

    This repository provides a MCP server implementation that wraps the Riza API, offering endpoints as individual tools for LLMs to securely execute code and manage tools on Riza's isolated code interpreter.

    JavaScript
  • systemprompt-mcp-core

    14

    This repository hosts a Model Context Protocol (MCP) server for creating, managing, and extending AI agents through system prompt and tool management, integrating with systemprompt.io for seamless versioning and requiring

    TypeScript
  • claude-tempo

    13

    MCP server for multi-session Claude Code coordination via Temporal

    TypeScript
  • peac

    11

    Portable signed proof for agent, API, and MCP interactions

    TypeScript
  • better-godot-mcp

    10

    MCP server for Godot Engine - composite tools optimized for AI agents

    TypeScript
  • wiki-kb

    10

    MCP-powered knowledge base — Agent writes, humans read. Structured wiki with compiled truth, timeline, entity registry, and LLM audit.

    Python
  • mcp-sdk-rs

    9

    This Rust SDK provides a work-in-progress implementation of the Model Context Protocol (MCP) for AI model communication. It offers features like multiple transport layers, async support, type-safe message handling, and

    Rust
  • opendota-mcp-server

    8

    This repository provides an MCP server for accessing OpenDota API data, enabling LLMs and AI assistants to retrieve real-time Dota 2 statistics, match data, and player information through a standard interface.

    Python
  • wildfly-mcp

    7

    The WildFly MCP repository provides tools for integrating WildFly servers with Generative AI, including a MCP server, a chat bot, container images, a protocol gateway, and a wait server to

    Java
  • bedrock-multimodal-batch-inference

    7

    Explore the use of Amazon Bedrock's batch inference capabilities with multimodal models like Anthropic Claude 3.5 Sonnet to generate cost-effective bulk image descriptions.

    Jupyter Notebook
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