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MCP Directory / Vector & Memory

Vector & Memory MCP Servers

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67,000+ monthly visitors · Updated 2026-07-01

Categories

All servers13,870Other2,643AI & ML2,284Search2,091Developer Tools1,127Vector & Memory1,121Cloud & DevOps721Files & Docs719Databases704Finance & Payments701Browser & Scraping485Communication418Productivity355Observability341Maps & Location160

1,121 servers · Vector & Memory · page 16 of 29

#MCP ServerStars
601computebackAutonomad1/computeback-mcp0
602conduit-mcpdatakailabs/conduit-mcp0
603confluencepiter5285/hybrid-agentic-RAG-langchain0
604Confluence Hybrid RAG MCP Serverpiter5285/hybrid-agentic-RAG0
605confluence-vectorless-ragpiter5285/vectorless-agentic-RAG0
606Context DB MCPOkraGrey/context-db-mcp0SPQwikClaw — one-click deploy OpenClawYour own always-on OpenClaw agent, live in 60 seconds. No server, no setup — pick a model, connect Telegram, done.Deploy your agent →
607Context-First-MCPXJTLUmedia/Context-First-MCP0
608Context11 MCP Servervedadsose/mcp-server-context110
609Contextateleengco/contexta-mcp0
610contextforge-mcpalfredoizdev/contextforge-mcp0
611contextpulseContextPulse/contextpulse0
612contextual-mcp-serverNitishGourishetty/contextual-mcp-server0
613ContextVaultarsenkylyshbek/context-vault0
614ContextWeavedeyavinaba597-pixel/contextweave0SPSetupClaw: done-for-you OpenClaw for founders & exec teamsWhite-glove OpenClaw for founders and exec teams (4–50+ employees): we install, harden, integrate your tools, and maintain it — secured from day one.Get it set up for you →
615continuityosbitmaster162/continuityos0
616Copilot Memory MCPauspham/copilot-memory-mcp0
617Cordelia Proxyseed-drill/cordelia-proxy0
618Cortexryanfrigo/cortex0
619coverageunlocked-mcpedgeedgehq/coverageunlocked-mcp0
620cpp-semantic-graphFS-Yuao/cpp-semantic-graph0
621creative-tagger-mcpstephenlavender/creative-tagger-mcp0
622crossfinbubilife1202/crossfin0SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
623Crosswire — Polymarket & Kalshi ArbitrageNicolasDuarte04/crosswire-mcp0
624crypto-market-data-mcpeliasfire617/crypto-market-data-mcp0
625cursor-bridge-mcptheamazingwolf/cursor-bridge-mcp0
626cursor-doctorajgreyling/cursor-doctor0
627cursorbridgemcpjdeats76/cursorbridgemcp0
628dcp-mcpdhnpmp-tech/dcp-mcp0
629dda-mcp-serverdarkdragonsastro/dda-mcp-server0
630deadends.devdbwls99706/deadends.dev0SPCLN.Work — Stop prompting, start hiring AI employeesTurn your Claude agents into a real team — onboard them, assign tasks, and manage them like staff.Hire AI employees →
631deal-intel-mcpJrJuni/recruit-ai-mcp0
632deAPI MCP Serverdeapi-ai/mcp-server-deapi0
633debugbase-mcpDebugBase/mcp-server0
634Decay Memorytrssantos/decay-memory0
635Deep Recall MCP ServerRelic-Studios/deeprecall-mcp0
636Deep SAST MCP Serverpiyushptiwari/github_code_assessment_mcp0
637deeprepoabhishek2432001/deeprepo0
638devin-api-mcpjsklan/devin-api-mcp0SPDeploy your own AI agentLaunch OpenClaw or Hermes on Hostinger in about 60 seconds, keep your agent live 24/7, earn 20%-40% on your next referral up to $25-$45, and give your friend 20% off.Launch on Hostinger →
639devops-practicesai-4-devops/devops-practices0
640dify-knowledgesalted-butter-joshua/dify-mcp0
← PrevPage 16 of 29Next →

FAQ

What are Vector & Memory MCP servers?

Vector & Memory MCP servers are Model Context Protocol servers that give OpenClaw, Claude Code, Codex, and Cursor vector & memory capabilities. Each connects your agent to vector & memory tools and data through the open MCP standard.

How do I install a Vector & Memory MCP server?

Open any vector & memory server below and follow the setup on its page — usually adding it to your MCP client config. It then runs as a tool your agent can call.

Which Vector & Memory MCP servers are most popular?

The list below is ranked by GitHub stars, so the most widely used vector & memory MCP servers appear first. Use the search box to find a specific one.

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