ACG Mcp
Standalone MCP server for the Audited Context Generation (ACG) Protocol — verifiable fact-checking and grounded RAG via MongoDB.
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MCP Agent
A lightweight, local MCP server in Python that enables RAG search through AWS Lambda.
Add Nanobot Customer Service
一個基於 Model Context Protocol (MCP) 的智慧客服 RAG 伺服器。本工具允許 AI 客戶端（如 Cursor、Claude Desktop）透過標準化 Tool 呼叫直接檢索平台的操作說明、常見問題與遊客須知知識庫。具備嚴格的防瞎掰機制，查無資料時誠實告知，確保 AI…
Minima
Search and retrieve context from local files for RAG.
Context Portal MCP (ConPort)
A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).
Apple Notes
Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
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…
Local Flow
A minimal, local, GPU-accelerated RAG server for document ingestion and querying.
Libragen
Create private, local RAG libraries that work offline—no API keys, no cloud services. Share them as single files your whole team can use.
DevRag
Free local RAG for Claude Code - Save tokens & time with vector search. Indexes markdown docs and finds relevant info without reading entire files (40x fewer…
Webz.io News Search
Search global news using natural language. Webz.io News Search API returns the most relevant articles and content, with filters for source, country, language…
Building an AI-Powered MCP Server with Spring AI: Querying Product Data without APIs
This MCP server is built with Spring AI and Spring Boot to expose a Product table (with fields like name, code, quantity, and price) to AI assistants using the…
Simple MCP arXiv client
A simple Python client to interact with the arXiv MCP server.
Grok Chat MCP
MCP server for xAI Grok API — chat, vision, search, and embeddings (Rust, stdio)
Claude Chat MCP
MCP server for Anthropic Claude Messages API — chat, vision, web search, extended thinking (Rust)
Glean
Integrates Glean's search and chat APIs to enable natural language interactions with organizational knowledge bases and chatbots.
GitHub Agentic Chat
Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic…
Pdf(paper) Figures Extraction Mcp Serever
# Figure Extractor API and MCP Server Extract figures and tables from PDF documents using this FastAPI-based service. The Figure Extractor API and MCP Server…
Crawleo Mcp Server
Crawleo MCP - Web Search & Crawl for AI Enable AI assistants to access real-time web data through native tool integration. Two Powerful Tools: web.search -…
Brave Search MCP Server
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News…
AI - Research Assistant
AI - Research Assistant is a Model Context Protocol (MCP) server that provides AI models with comprehensive access to the Semantic Scholar Academic Graph API…
MCP SOP Server
A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.