{"page":1,"limit":100,"total":15,"total_catalog":69077,"catalog_meta":{"core_certified":59946,"community_indexed":9131,"aggregate_tracked":64349,"total_all":133426,"tiers_doc":"core = evidence-gated (adoption/verification/age) | community = indexed with weak signal, trust<=55 | aggregate = tracking-only inventory (see /api/community)"},"total_pages":1,"has_next":false,"has_prev":false,"sources":{"github":12130,"community-submitted":18,"npm-registry":24788,"pypi":14311,"smithery":6195,"official-registry":9076,"crates":1933,"docker":625,"community-submission":1},"skills":[{"id":"mn-real-mcpragdocs","name":"mcp-ragdocs","slug":"real-mcp-ragdocs","description":"An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation contex","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/hannesrudolph/mcp-ragdocs","author":"hannesrudolph","version":"1.0.0","tags":["mcp","real","typescript","hannesrudolph","llm"],"source":{"type":"github","url":"https://github.com/hannesrudolph/mcp-ragdocs","note":"Real MCP server. 267 stars. Language: TypeScript. Last push: 2025-07-18T06:59:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":68,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-ragdocs.svg","page_url":"https://www.marketnow.site/s/real-mcp-ragdocs"},{"id":"mn-real-mcpragchat","name":"mcp-ragchat","slug":"real-mcp-ragchat","description":"MCP server that adds RAG-powered AI chat to any website. One command from Claude Code. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini). Zero cloud dependency.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-ragchat","author":"gogabrielordonez","version":"1.0.0","tags":["mcp","real","typescript","gogabrielordonez","ai"],"source":{"type":"github","url":"https://github.com/gogabrielordonez/mcp-ragchat","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-02-20T01:37:04Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-ragchat.svg","page_url":"https://www.marketnow.site/s/real-mcp-ragchat"},{"id":"mn-real-llmmcprag","name":"llm-mcp-rag","slug":"real-llm-mcp-rag","description":"LLM + MCP + RAG = Magic","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/KelvinQiu802/llm-mcp-rag","author":"KelvinQiu802","version":"1.0.0","tags":["mcp","real","typescript","kelvinqiu802"],"source":{"type":"github","url":"https://github.com/KelvinQiu802/llm-mcp-rag","note":"Real MCP server. 562 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-llm-mcp-rag.svg","page_url":"https://www.marketnow.site/s/real-llm-mcp-rag"},{"id":"mn-real-mcpragwithchromadb","name":"MCP-rag-with-Chromadb","slug":"real-mcp-rag-with-chromadb","description":"🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install MCP-rag-with-Chromadb","author":"rexnzm","version":"1.0.0","tags":["mcp","real","python","rexnzm"],"source":{"type":"github","url":"https://github.com/rexnzm/MCP-rag-with-Chromadb","note":"Real MCP server. 3 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-rag-with-chromadb.svg","page_url":"https://www.marketnow.site/s/real-mcp-rag-with-chromadb"},{"id":"mn-npm-00448","name":"mcp-rag-server","slug":"mcp-rag-server","description":"MCP server for enabling RAG","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-rag-server","author":"quanle96","version":"0.0.12","tags":["mcp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/mcp-rag-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/mcp-rag-server.svg","page_url":"https://www.marketnow.site/s/mcp-rag-server"},{"id":"mn-npm-01783","name":"@laskarks/mcp-rag-node","slug":"laskarks-mcp-rag-node","description":"Simple MCP RAG server using @modelcontextprotocol/sdk","category":"AI/ML","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @laskarks/mcp-rag-node","author":"laskarks","version":"1.1.1","tags":["mcp","mcp","modelcontextprotocol","sdk"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@laskarks/mcp-rag-node","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":60,"badge_url":"https://www.marketnow.site/api/badge/laskarks-mcp-rag-node.svg","page_url":"https://www.marketnow.site/s/laskarks-mcp-rag-node"},{"id":"mn-py2-04282","name":"iflow-mcp_gaodalie-mcp-rag","slug":"iflow-mcp-gaodalie-mcp-rag","description":"Web search and RAG MCP server using Exa API and Firecrawl API","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"uvx iflow-mcp_gaodalie-mcp-rag","author":"unknown","version":"0.1.0","tags":["mcp","python"],"source":{"type":"pypi","url":"https://pypi.org/project/iflow-mcp_gaodalie-mcp-rag/","note":"Indexed from PyPI with Sentinel Index Heuristics (package age, GitHub repo link, curated lists, injection markers). Downloads from pypistats when available.","repo_url":"https://github.com/GaoDalie/MCP-RAG"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/iflow-mcp-gaodalie-mcp-rag.svg","page_url":"https://www.marketnow.site/s/iflow-mcp-gaodalie-mcp-rag"},{"id":"mn-py2-08349","name":"mcp-rag-fastmcp","slug":"mcp-rag-fastmcp","description":"Add your description here","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"uvx mcp-rag-fastmcp","author":"unknown","version":"0.3.17","tags":["mcp","python"],"source":{"type":"pypi","url":"https://pypi.org/project/mcp-rag-fastmcp/","note":"Indexed from PyPI with Sentinel Index Heuristics (package age, GitHub repo link, curated lists, injection markers). Downloads from pypistats when available.","repo_url":"https://github.com/fastmcp-me/mcp-rag.git"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/mcp-rag-fastmcp.svg","page_url":"https://www.marketnow.site/s/mcp-rag-fastmcp"},{"id":"mn-py2-08348","name":"mcp-rag-librarian","slug":"mcp-rag-librarian","description":"MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing - Fork with enhancements","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"uvx mcp-rag-librarian","author":"Tommaso Maria Ungetti <tommaso.ungetti","version":"0.3.1","tags":["mcp","python"],"source":{"type":"pypi","url":"https://pypi.org/project/mcp-rag-librarian/","note":"Indexed from PyPI with Sentinel Index Heuristics (package age, GitHub repo link, curated lists, injection markers). Downloads from pypistats when available.","repo_url":"https://github.com/delexw/mcp-rag-librarian"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/mcp-rag-librarian.svg","page_url":"https://www.marketnow.site/s/mcp-rag-librarian"},{"id":"mn-gh2-02516","name":"mcp-rag-hub","slug":"mcp-rag-hub-2516","description":"MCP RAG HUB ","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/VadimMakarenkoVM/mcp-rag-hub","author":"VadimMakarenkoVM","version":"0.0.0","tags":["mcp","github"],"source":{"type":"github","url":"https://github.com/VadimMakarenkoVM/mcp-rag-hub","note":"Indexed via GitHub search + awesome-mcp-servers curation. Sentinel Index Heuristics applied (stars, age, activity, typosquat, injection).","stars":0,"language":null,"last_push":"2025-12-11T20:40:44Z"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":70,"badge_url":"https://www.marketnow.site/api/badge/mcp-rag-hub-2516.svg","page_url":"https://www.marketnow.site/s/mcp-rag-hub-2516"},{"id":"mn-pyc-01937","name":"mcp-rag","slug":"mcp-rag","description":"基于mcp的rag服务","category":"AI/ML","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"uvx mcp-rag","author":"unknown","version":"0.6.2","tags":["mcp"],"source":{"type":"pypi","url":"https://pypi.org/project/mcp-rag/"},"indexed_at":"2026-09-10","tier":"community","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/mcp-rag.svg","page_url":"https://www.marketnow.site/s/mcp-rag"},{"id":"mn-pyc-04827","name":"iflow-mcp_anuragb7-mcp-rag","slug":"iflow-mcp-anuragb7-mcp-rag","description":"MCP-RAG system built with the Model Context Protocol (MCP) that handles large files (up to 200MB) using intelligent chunking strategies, multi-format document support, and enterprise-grade reliability","category":"AI/ML","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"uvx iflow-mcp_anuragb7-mcp-rag","author":"anuragb7","version":"0.1.1","tags":["mcp"],"source":{"type":"pypi","url":"https://pypi.org/project/iflow-mcp_anuragb7-mcp-rag/"},"indexed_at":"2026-09-10","tier":"community","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/iflow-mcp-anuragb7-mcp-rag.svg","page_url":"https://www.marketnow.site/s/iflow-mcp-anuragb7-mcp-rag"},{"id":"mn-pyc-05454","name":"iflow-mcp_karaage0703-mcp-rag-server","slug":"iflow-mcp-karaage0703-mcp-rag-server","description":"MCP RAG Server - Model Context Protocol (MCP)に準拠したRAG機能を持つPythonサーバー","category":"AI/ML","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"uvx iflow-mcp_karaage0703-mcp-rag-server","author":"MCP Server Team","version":"0.1.0","tags":["mcp"],"source":{"type":"pypi","url":"https://pypi.org/project/iflow-mcp_karaage0703-mcp-rag-server/"},"indexed_at":"2026-09-10","tier":"community","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/iflow-mcp-karaage0703-mcp-rag-server.svg","page_url":"https://www.marketnow.site/s/iflow-mcp-karaage0703-mcp-rag-server"},{"id":"mn-pyc-05653","name":"iflow-mcp_mcp-rag","slug":"iflow-mcp-mcp-rag","description":"A Simple MCP RAG with GroundX","category":"AI/ML","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"uvx iflow-mcp_mcp-rag","author":"unknown","version":"0.1.0","tags":["mcp"],"source":{"type":"pypi","url":"https://pypi.org/project/iflow-mcp_mcp-rag/"},"indexed_at":"2026-09-10","tier":"community","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/iflow-mcp-mcp-rag.svg","page_url":"https://www.marketnow.site/s/iflow-mcp-mcp-rag"},{"id":"mn-pyc-07541","name":"mcp-ragent","slug":"mcp-ragent","description":"Unified RAG + Memory layer for MCP servers","category":"AI/ML","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"uvx mcp-ragent","author":"Ali Pornouri <ali.pornori","version":"0.1.1","tags":["mcp"],"source":{"type":"pypi","url":"https://pypi.org/project/mcp-ragent/"},"indexed_at":"2026-09-10","tier":"community","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/mcp-ragent.svg","page_url":"https://www.marketnow.site/s/mcp-ragent"}],"_links":{"self":"/api/skills?page=1&limit=100&q=mcp-rag","next":null,"prev":null}}