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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…
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MCP Synaptic
Memory-enhanced MCP server with local RAG database and expiring memory capabilities
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.
Qdrant DevContainer for File Embeddings
# Qdrant DevContainer for File Embeddings This project provides a development container setup for running Qdrant with file embeddings. It includes everything…
Graph Memory RAG MCP Server
A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities
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…
HEYM
Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime. Expose your Heym workflows as an MCP…
Mcp Cornell Resume
A Model Context Protocol (MCP) server that automatically generates Cornell-style study notes and summaries from the conversational context, with RAG active…
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
DalexorMI
Dalexor MI is an advanced project memory system designed to provide AI coding assistants with **Contextual Persistence**. Unlike standard RAG…
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.
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…
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…
Bootstrap python service
Trying to use mcp servers for setting up local rag
Lspace
# Lspace API & MCP Server > "Books bend space and time... You stray into Lspace at your peril." - Terry Pratchett (Guards! Guards!) 
Cardano MCP Server
A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts…
SharePoint MCP: The .NET MCP Server with Graph API & Semantic Kernel
Create MCP server for accessing SharePoint Online
Qdrant Docs Rag
Retrieve and process documentation using vector search to provide context for AI assistants.
MCPunk (Roaming RAG)
Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.
AIO-MCP Server
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Folk from…
Gemini Docs MCP Server
MCP server for retrieving relevant documentation from a knowledge base
Ragalgo
Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains…
Cursor Chat History Vectorizer & Dockerized Search MCP
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama