Docs RAG
Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.
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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…
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…
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…
MCP File System Server
# MCP File System Server A simple Model Context Protocol (MCP) server providing file system operations. This server offers a clean API for performing file…
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.
Inkdrop
Integrates with Inkdrop's note-taking application to enable searching, reading, creating, and updating Markdown notes directly within conversations through…
Log Analysis SQLite
Transforms compressed log files into a queryable SQLite database with tables for logs, stack traces, and errors, enabling efficient analysis and…
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…
AWS MCP Servers
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
Windows-MCP
A lightweight MCP server for interacting with the Windows Operating System.
Supabase
Supabase is an open source Firebase alternative built around Postgres, auth, storage, edge functions, and project tooling. Its remote MCP server connects…
Next.js API Scanner
Scans Next.js project directories to extract API route information, validation schemas, and type definitions for automated documentation and testing workflows
Sample S3 Model Context Protocol Server
# Sample S3 Model Context Protocol Server An MCP server implementation for retrieving data such as PDF's from S3. ## Features ### Resources Expose AWS S3 Data…
gotoolkits/wecombot
Integrates WeCom group messaging, enabling automated sending of diverse message types and file uploads for streamlined team communication and notifications.
Feishu (Lark)
Integrates with Feishu (Lark) to enable document retrieval, messaging, and collaborative features directly within workplace conversations through a TypeScript…
Mac Apps Launcher MCP Server
Launch and manage macOS applications. List installed apps, launch them by name, or open files with specific apps.