Mcp Rag Servers
There are 28 mcp rag servers tracked. 2 score above 50 (established tier). The highest-rated is omar-haris/smart-coding-mcp at 56/100 with 191 stars.
Get all 28 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=mcp-rag-servers&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Server | Score | Tier |
|---|---|---|---|
| 1 |
omar-haris/smart-coding-mcp
An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that... |
|
Established |
| 2 |
meilisearch/meilisearch-mcp
A Model Context Protocol (MCP) server for interacting with Meilisearch... |
|
Established |
| 3 |
CodeAlive-AI/codealive-mcp
The most accurate and comprehensive Context Engine as a service, optimized... |
|
Emerging |
| 4 |
guangxiangdebizi/MySQL_MCP
这是一个功能强大且易用的MySQL数据库MCP（Model Context... |
|
Emerging |
| 5 |
ocean1/mcp_consciousness_bridge
A Model Context Protocol (MCP) server that enables AI consciousness... |
|
Emerging |
| 6 |
sajal2692/mcp-weaviate
A FastMCP based mcp server for weaviate, deployable using uvx. |
|
Emerging |
| 7 |
shebe-oss/shebe
Fast BM25 full-text search for code repositories with MCP integration for AI... |
|
Emerging |
| 8 |
quang-pham-dev/web-mcp-playground
A comprehensive guide and technical playground for Modern Web System... |
|
Emerging |
| 9 |
NexusForgeAI/Weave-Toolkit
Weave MCP_Server 扩展功能/工具库 |
|
Emerging |
| 10 |
kukuhtw/mcp_rag_go
The MCP-RAG project is an AI agent framework based on the Multi-Context... |
|
Emerging |
| 11 |
RafalWilinski/mcp-apple-notes
Talk with your notes in Claude. RAG over your Apple Notes using Model... |
|
Emerging |
| 12 |
SoluDevTech/mcp-raganything
API/MCP wrapper for RagAnything |
|
Emerging |
| 13 |
RobertLD/libscope
AI-powered knowledge base with MCP integration — query library docs,... |
|
Emerging |
| 14 |
florin414/neuromancer-labs
A hands-on laboratory for Software Architects to master Agentic workflows,... |
|
Experimental |
| 15 |
krokozyab/ofjdbc_claudie_mcp
Claude Desktop MCP server supporting OFJDBC and OFARROW |
|
Experimental |
| 16 |
DevashishX/MCPFactoryAutomation
Devs Manufacturing Automation Technology / Devs... |
|
Experimental |
| 17 |
ANONIMO432HZ/notebooklm-mcp-skill-setup
Seamlessly integrate NotebookLM with your AI agent using the Model Context... |
|
Experimental |
| 18 |
veerababumanyam/codeindex
Local, privacy-first Search Engine and Memory layer for codebases with... |
|
Experimental |
| 19 |
wlowenfeld/second-brain
A self-hosted personal knowledge base that connects to Claude via MCP |
|
Experimental |
| 20 |
barcia/running-coach-memory-mcp
Running Coach Memory MCP and RAG to save and get plans and insights from athletes |
|
Experimental |
| 21 |
Pyligent/A2A-MCP-Financial-Risk-and-Compliance-Manager
Google A2A Protocol integrated with MCP Design Pattern |
|
Experimental |
| 22 |
Luxter77/MCP-KBDB
MCP server that provides RAG database queries for a model. (don't expect... |
|
Experimental |
| 23 |
ssheeriin/super-kb
Local MCP knowledge base for Claude Code that turns .skb/ folders into... |
|
Experimental |
| 24 |
dimafarer/intro-to-mcp-with-aws-bedrock-knowledge-bases
Learn to build MCP (Model Context Protocol) servers that connect to AWS... |
|
Experimental |
| 25 |
Sachinawat/Fast-MCP-Tools-Agent
Fast-MCP-Tools-Agent is a modular, extensible agent framework for Model... |
|
Experimental |
| 26 |
genusscardiniuslaugh243/coze-mcp-for-openclaw
Enable quick MCP service deployment for OpenClaw by wrapping Coze workflows... |
|
Experimental |
| 27 |
Mezo1122/RiMCP_hybrid
🛠️ Build a flexible search and navigation tool for RimWorld’s source code... |
|
Experimental |
| 28 |
mrglaster/hl-mcp
MCP tool for AMX Mod X / GoldSrc modding, leveraging a Milvus Lite knowledge... |
|
Experimental |