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.
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.
glc PromptGuard
An eight-layer, source-aware security gate that checks user prompts, RAG chunks, and tool outputs before they reach the main model or agent tool loop.
Local FAISS
About Local FAISS vector store as an MCP server – drop-in local RAG for Claude / Copilot / Agents.
Arachne MCP Server
🕷️ 9 MCP tools for web scraping, browser automation, vision, transcription and RAG query
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…
nexo-brain
Cognitive co-operator for Claude Code — Atkinson-Shiffrin memory, semantic RAG, trust scoring, and metacognitive error prevention.
S3 Documentation MCP Server
A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored…
LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
brandguide/AI MCP
Agents are taking over execution. When they write copy, generate visuals, or adapt messaging, they need structured brand knowledge — not PDFs and guesswork…
Needle MCP Server
Integration of Needle in modelcontextprotocol
PinRAG
PinRAG is a retrieval-augmented generation (RAG) MCP server built with LangChain and Chroma. Index PDFs, plain text, Discord exports, YouTube transcripts, and…
FlexOrch MCP
FlexOrch MCP converts unstructured documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets via 6 async tools. Covers the full…
🤖 MCP Server Examples with AutoGen
This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool…
Lean KG
A local, Rust-based Knowledge Graph MCP server. Cuts AI coding token usage by up to 98% by intelligently querying your codebase instead of sending full files.
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
Apache AGE MCP
MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch…
ha-mcp-readonly
Read-only MCP (Model Context Protocol) server for Home Assistant. Gives AI assistants (Claude Desktop, LibreChat, Cline) full observability into your smart…
🧠 OSDR MCP Server + Agents
# 🧠 OSDR MCP Server + Agents This repo demonstrates how to integrate MCP agents with custom tools for interacting with NASA’s Open Science Data Repository…
Sensay MCP Server
# Sensay MCP Server This repository contains an MCP (Model Context Protocol) server that integrates with Sensay.ai's Replika. The goal is to bridge the gap…
KognitiveKompanion
KognitiveKompanion is a modern, versatile AI interface for KDE and other desktop environments, designed to provide seamless interaction with AI backends…
create-mcp-app
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
MCP Server for NBA Stats Predictor Application
MCP server of NBA stats predictor app that generates player performance forecasts using real-time data analysis and advanced statistical modeling