MCP server directory

59888 public MCP servers from the official MCP Registry (26001 from verified domains, 33887 community). Search, filter, copy a setup snippet. Nothing here is installed by cosmic-mcp.

Community listing. Not installed or verified by cosmic-mcp. Check the source before you run anything.

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Showing 151 to 180 of 376

• Print and Vector QA

  io.github.tohaa28/print-vector-qa

  Seven print/vector QA APIs: free samples, MCP discovery and x402 requests from 0.02 USDC.

  Community remotestreamable-http testingvector-search

• Project Brain

  io.github.Gentleelephant/project-brain

  Read-only source search and retrieval across configured GitHub repositories

  Community ocistdio gitsearchvector-search

• Project Memory

  io.github.Dankaro-projects/project-memory

  Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

  Community pypistdio memoryvector-search

• Qdrant MCP

  io.github.avaazquezz/mcp-qdrant

  The full Qdrant API as 58 MCP tools: plain-text semantic/BM25/hybrid search and a search advisor.

  Community pypistdio searchvector-searchapi-integration

• Qdrant Memory

  io.github.cnkang/qdrant-memory

  Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

  Community pypistdio memoryvector-search

• RAG Documentation Scraper

  io.github.LernowaAdmin/rag-docs-scraper

  Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata.

  Community npmstdio developer-toolsscrapingvector-search

• RAGMap

  io.github.khalidsaidi/ragmap

  Find a retrieval MCP server that works today: a daily-checked list of servers that search knowledge.

  Community npmstdio searchvector-search

• RAGScore

  io.github.HZYAI/ragscore

  Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

  Community pypistdio ai-modelstestingvector-search

• ROASTED

  io.github.jgaethle10/roasted

  99-cent text pressure tests with human-confirmed checkout and paid-result retrieval.

  Community remotestreamable-http paymentsvector-search

• RTFM

  io.github.roomi-fields/rtfm

  Local retrieval for AI agents: index code, docs, PDFs, data in SQLite; 24 parsers, served via MCP.

  Community pypistdio databasesvector-search

• Ragora

  io.github.mregmi/ragora-mcp

  Search your knowledge bases from any AI assistant using hybrid RAG.

  Community remotestreamable-http searchvector-search

• Rasterloom — Artwork, Vector & PDF Editing (Alpha)

  io.github.lemberalla/rasterloom

  Local artwork, vector, PDF and moodboard editing. Requires Rasterloom 0.4.1 alpha or later.

  Community documentsvector-search

• Recall

  io.github.mcp-dir/recall-mcp

  Recall (recall.it) — your AI knowledge base / 'second brain'. Via the official API: semantic search

  Community remotestreamable-http memoryvector-searchapi-integration

• Recalld

  io.github.bit-robotics/recalld

  Managed long-term memory for AI agents, with evolving facts and relevant retrieval through MCP.

  Community memoryvector-search

• Recipe library

  io.github.ofershap/recipe-library

  Read-only Hebrew AI-agent recipe library with search and full-text retrieval.

  Community remotestreamable-http searchvector-search

• RemembrallMCP

  io.github.cdnsteve/remembrallmcp

  Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

  Community npmstdio memorysearchvector-search

• Repo-to-RAG

  io.github.Evozim/repo-to-rag

  GitHub repository vectorizer and context synthesizer for RAG pipelines.

  Community remotesse gitvector-search

• RevoGrid DataGrid MCP

  io.github.revolist/revogrid-mcp

  Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval.

  Community remotestreamable-http vector-search

• Rival Regulatory Toolkit

  io.github.rival-intelligence/rival-regulatory-toolkit

  Read-only regulatory source retrieval, citation tracing, authority metadata, and recent filings.

  Community npmstdio legalmonitoringvector-search

• RxRadar

  io.github.labrat-0/rxradar

  Semantic search across 5 US government healthcare databases.

  Community remotestreamable-http vector-searchhealthsearch

• SEC Intelligence

  io.github.jahanv01/sec-intelligence-mcp

  SEC 10-K/10-Q/8-K search, RAG Q&A, comparison, and anomaly detection with citations.

  Community pypistdio searchvector-search

• SQL Server MCP (Windows)

  io.github.TharanaBope/sql-server-mcp

  SQL Server MCP with RAG capabilities for Windows (native ODBC support)

  Community npmstdio databasescustomer-supportvector-search

• Salesforce AgentForce CKG

  io.github.Yarmoluk/ckg-agentforce

  Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.

  Community pypiremotestdio crmmemoryvector-search

• Scholar RAG MCP

  io.github.notwhiteblank/scholar-rag-mcp

  Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

  Community pypistdio sciencevector-searchdocuments

• SearchForge

  io.github.divyanshu-iitian/searchforge

  Free open-source web search and page reading for LLMs, AI agents, and RAG.

  Community ocistdio searchvector-search

• SeekLink

  io.github.simonsysun/seeklink

  Local read-only semantic search for Markdown vaults through MCP.

  Community pypistdio vector-searchdocumentssearch

• Sense

  io.github.luuuc/sense

  Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

  Community vector-searchsearch

• Serena MCP: the IDE for your agent

  io.github.oraios/serena

  A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

  Community pypistdio developer-toolsvector-search

• Shelfmark

  io.github.Dankaro-projects/shelfmark

  Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG.

  Community pypistdio documentsvector-search

• Signal Lab Apify Data Tools

  io.github.VZezelin/signal-lab-apify-tools

  Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.

  Community scrapingsocial-mediavector-search

Source: the official MCP Registry (registry.modelcontextprotocol.io), refreshed daily, plus public GitHub data. "Verified domain" means the publisher proved the namespace's domain to the registry; it is not a review. Machine-readable: /v1/directory/servers.