GitHub Chat MCP
Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving…
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Docs RAG
Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.
Inkeep
Enables Claude to search and retrieve relevant documentation through Inkeep's RAG API, returning structured citation data for technical support and…
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…
ArcKnowledge (Custom RAG)
Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable authentication and…
oxidize-pdf
Rust-powered PDF toolkit over MCP: create, read, and analyze PDFs; extract text and entities for RAG; convert to Markdown; split/merge/rotate/reorder pages…
Fast.io
AI-first file sharing and collaboration. 251 MCP tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. Free…
Minima
Search and retrieve context from local files for RAG.
LlamaIndex Documentation
Provides a RAG-powered query interface to LlamaIndex documentation, delivering detailed responses with code examples using LlamaCloud's managed index service
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
GroundX RAG
Integrates with GroundX to provide document search and ingestion capabilities, enabling domain-specific knowledge retrieval without requiring direct access to…
Chat Logger
Saves chat conversations as formatted Markdown files with timestamps and role information for record-keeping and analysis.
Gemini AI
Provides a robust interface to Google's Gemini AI models with specialized tools for content generation, chat functionality, function calling, and file/cache…
GitHub Agentic Chat
Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic…
Qdrant Docs Rag
Retrieve and process documentation using vector search to provide context for AI assistants.
PDF Search
Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
mcp-telegram
Telegram MCP server using User API (MTProto) with default-deny ACL, granular per-chat permissions, file sending, media downloads, and rate limiting
boomurl mcp
Publish static sites from your AI chat with one tool call — no account.
Statey
Agent-native hosted database over MCP: collections and validated records shared across every AI chat, with versioned schemas and attribution.
Memory
Provides structured memory management for project-based work through markdown file storage, enabling persistent context across chat sessions with efficient…
RAGStack-Lambda
Serverless document and media processing with AI chat.
VaultSage MCP
Give your AI agent persistent memory: upload, search, and chat over files stored in VaultSage — no install required, just sign in with Google and paste one…
Apillon MCP Server
# Apillon MCP Server Welcome to the Apillon MCP Server repository. This project implements a server using the Model Context Protocol (MCP) to provide modules…
Ziplark
Free, fast, cross-platform archiver — extracts ZIP/RAR/7z/tar, creates ZIP/7z/tar. Desktop app + CLI + MCP.