GitHub Explorer
Integrates with GitHub's API to enable repository exploration, code collaboration, and user profile analysis through authenticated data retrieval functions.
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semantic-search-mcp-server
# semantic-search-mcp-server A Model Context Protocol (MCP) server built with mcp-framework for enhancing Claude Desktop with semantic search capabilities. ##…
mcp-server-for-rag
# RAGのためのMCPサーバーマイクロサービス群 WebページをクロールしてElasticsearchに保存し、Claude Desktop や Cline から検索できるようにするMCPサーバーです。 Dockerだけで完結するため、ローカル環境を汚さずにすぐにRAG（検索拡張生成）を試すことができます。…
Promptx
<div align="center"> <img src="https://raw.githubusercontent.com/Deepractice/PromptX/f8c73f36af3e8903d3fa7fcedfafc5c36870efea/assets/logo/Creative%20PromptX%20D…
MCP Knowledge Base
A knowledge base and experimental playground for exploring the Model Context Protocol (MCP)—understanding how hosts, servers, LLMs, and tools interact.
GitHub
Interact with the GitHub API for file operations, repository management, and search.
GitHub Repo Extractor
Connects to GitHub repositories, enabling natural language queries about code structure, dependencies, and development history.
GitHub
Integrates with GitHub's API to enable natural language-driven repository management, issue tracking, and code exploration for streamlined development…
GitHub Pull Request
Retrieves detailed GitHub pull request information including files, diffs, comments, and reviews for code review assistance, PR summarization, or change…
GitHub Agentic Chat
Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic…
rtfmbro-mcp
rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7
MCP Documentation Search Server
🔍 FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent…
AIR Blackbox MCP Server
EU AI Act compliance scanning for Python AI agents. 10 tools that scan, analyze, and fix compliance gaps across LangChain, CrewAI, AutoGen, OpenAI, and RAG…
Coding Assistant
Enhances coding capabilities by providing context-aware suggestions and documentation integration through code analysis, technology detection, and intelligent…
Choose (Google BigQuery)
Integrates with Google BigQuery and BigQuery Storage to enable efficient execution of SQL queries, schema retrieval, and large-scale data analytics on cloud…
Simple File Vector Store
Provides semantic search capabilities for local files and directories using vector embeddings and efficient storage techniques.
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
Shared Knowledge RAG
Enables AI systems to access and retrieve information from multiple vector store backends including HNSWLib and Weaviate, providing a unified interface for…
C++ Core Guidelines
Enforce consistent C++ style and best practices across your codebase. Analyze naming conventions, memory safety, and const correctness, and get actionable…
GPT Researcher
Enables real-time web research, information gathering, and report generation with tools for conducting deep research, quick searches, and comprehensive source…
Python Docs
Fetches Python documentation for quick access to language references and code explanations.
Knowledge MCP Server
# Knowledge MCP Server A Model Context Protocol (MCP) server that provides tools for managing and querying knowledge bases through vector databases. This…
Moxie Docs
Automated codebase documentation for GitHub: searchable docs, MCP context for AI agents, doc drift detection, and Friday Cleanup PRs.
a9n9 Deep Research
Objective-driven deep research paid per request via MPP - free daily quick search (news/arXiv), quote-first paid cloud-browser research with cross-source…