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Docs MCP Server
An MCP server for obtaining and searching third - party software package documentation, supporting multi - source scraping, intelligent processing, and hybrid search.
TypeScript
9.1K
2.5 points
MCP Teams
This project implements a Microsoft Teams message bridging service based on the MCP protocol, integrating PostgreSQL information retrieval and DuckDB storage, and supporting hybrid search and real-time event streaming.
Python
9.5K
2 points
Flexible Graphrag
Flexible GraphRAG is a flexible platform that supports multi - data source document processing, automatic knowledge graph construction, hybrid search (full - text, vector, graph), and AI Q&A. It includes a FastAPI backend, an MCP server, and various front - end interfaces.
TypeScript
7.7K
2.5 points
Cowork History
An MCP server for searching and browsing Claude conversation history, supporting hybrid search (full-text, Spotlight, and vector search), automatically reconstructs file paths and manages persistent indexes.
Python
6.4K
2 points
MCP DOC Server OpenRouter
A multi - functional document processing MCP server that supports scraping, processing, and intelligently retrieving third - party software package documentation from multiple sources, integrates the OpenRouter multi - model API, and provides hybrid search capabilities.
TypeScript
9.2K
2.5 points
Solr Vector Search
A Python toolkit for integrating Solr search through the MCP protocol, supporting hybrid search and vector optimization
Python
7.7K
2.5 points
Meilisearch Hybrid Search
The Meilisearch Hybrid Search MCP service provides a hybrid search function that combines keywords and semantic vectors.
Go
10.4K
2.5 points
Niivue MCP
An MCP server that provides documentation and API references for the Niivue medical imaging library, supporting fast text search and optional semantic hybrid search.
TypeScript
5.0K
2 points
R
Rag Vault
RAG Vault is a locally prioritized document retrieval augmented generation tool that provides AI assistants with quick access to private documents through the MCP protocol. It supports multiple file formats, performs indexing and searching locally, ensures data privacy, and offers hybrid search, a Web interface, and a remote server mode.
TypeScript
4.9K
2 points
Featured MCP Services
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
39.1K
5 points
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
24.8K
4.5 points
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
81.4K
4.3 points
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
28.4K
4.3 points
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
38.4K
5 points
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
70.5K
4.5 points
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
24.9K
4.5 points
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
55.3K
4.8 points