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…
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Label Studio MCP Server
# Label Studio MCP Server ## Overview This project provides a Model Context Protocol (MCP) server that allows interaction with a [Label…
Gitingest Mcp
# gitingest-mcp [](https://www.npmjs.com/package/gitingest-mcp) > MCP server that…
🧠 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…
Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
MCP Synaptic
Memory-enhanced MCP server with local RAG database and expiring memory capabilities
Graph Memory RAG MCP Server
A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities
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…
Metis MCP Tools
A demo repository for testing the GitHub MCP server
Mo5 Mcp Server — Thomson Mo5 C Development Assistant
MCP server that gives AI coding agents instant access to Thomson MO5 technical documentation via semantic search.
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…
The Pensieve MCP Server
One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and…
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…
프롬프트 기반 노션 MCP 클라이언트
# 프롬프트 기반 노션 MCP 클라이언트 OpenAI API와 Notion API를 사용하여 자연어 명령으로 노션 작업 공간을 제어하는 클라이언트입니다. ## 설치 방법 1. 저장소를 클론합니다: ``` git clone [저장소 URL] cd [프로젝트 폴더] ``` 2. 가상…
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
Coderag
Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants
Needle MCP Server
Integration of Needle in modelcontextprotocol
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.
LanceDB
Vector search using the LanceDB vector database and Ollama embedding models.
Agentset
RAG MCP for your [Agentset](https://agentset.ai/) data.
Spoken
Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.
Agent Knowledge
Agent Knowledge is an MCP (Model Context Protocol) server that powers AI Agent job interview simulations with a RAG knowledge base. It integrates FAISS vector…
Ragmap
RAG-focused MCP subregistry and server to discover and route to retrieval-capable MCP servers with semantic search, filters, and explainable ranking.