MCP Guardian
MCP Guardian manages your LLM assistant's access to MCP servers, giving you real-time control over your LLM's activity. It logs all MCP server activity, allows…
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MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
mcp-server-receipt
mcp-server-receipt is an MCP protocol server that provides context for LLMs to automatically organize receipt files. It instructs the LLM on naming conventions…
Jentic
# Jentic SDK & MCP Plugin [Beta] Jentic MCP empowers AI agent builders to discover and integrate external APIs and workflows rapidly—without writing or…
WorkflowLearner
To teach LLM Agents understand workflows with PSR.exe's hmt.
MaxKB
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
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).
Minima
Search and retrieve context from local files for RAG.
Apple Notes
Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
Label Studio MCP Server
# Label Studio MCP Server ## Overview This project provides a Model Context Protocol (MCP) server that allows interaction with a [Label…
Agentset
RAG MCP for your [Agentset](https://agentset.ai/) data.
Engram
Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native…
Scaffold
Scaffold is a Retrieval-Augmented Generation (RAG) system designed to structural understanding of large codebases. It transforms your source code into a living…
Ragmap
RAG-focused MCP subregistry and server to discover and route to retrieval-capable MCP servers with semantic search, filters, and explainable ranking.
BerryRAG
A local RAG system with Playwright MCP integration for Claude and OpenAI embeddings, using local storage.
MCP-RAGNAR
A local MCP server implementing Retrieval-Augmented Generation (RAG) with sentence window retrieval and support for multiple file types.
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…
mcp-apple-notes
Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management, and fuzzy title matching. 10 tools. Fully local on macOS.
GLC Geo MCP
Free GeoNames geospatial MCP (countries, cities, POIs, distance, nearby). Remote streamable HTTP. Agents self-register for an API token.
Local Flow
A minimal, local, GPU-accelerated RAG server for document ingestion and querying.
ShopBot AI
AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.
ACG Mcp
Standalone MCP server for the Audited Context Generation (ACG) Protocol — verifiable fact-checking and grounded RAG via MongoDB.
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.