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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 11 of 29

#MCP ServerStars
401debtstack-pythondebtstack-ai/debtstack-python1
402DELPHI Oracleachilliesbot/delphi1
403dnomia-knowledgeceaksan/dnomia-knowledge1
404docpack MCP Serverrlemaigre/docpack1
405Doxa MCPThe-Doxa-Way/doxa-mcp-schema1
406EleSyncdarknodebros/EleSync1SPQwikClaw — 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 →
407engram-context-continuumMorous-Dev/engram-context-continuum1
408exobrain-mcpCorrame/exobrain-mcp1
409Famulorbekservice/Famulor-MCP1
410farnsworth-syntektimowhite88/farnsworth-syntek1
411fcc-broadband-mcp-servercyanheads/fcc-broadband-mcp-server1
412fish-bridge-mcpMakeaMouse/fish-bridge-mcp1
413Forge Cascade MCP Memory ServerSunFlash12/forge-cascade-mcp1
414gdelt-mcp-servercyanheads/gdelt-mcp-server1SPSetupClaw: 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 →
415gradusnotationdelmas41/gradusnotation1
416graph-memorystevepridemore/graph-memory1
417Graphiti Memory MCP Servermjunaidca/graphiti_memory_mcp_server1
418Grimoirezafety-vibin/grimoire-mcp1
419gwen-digestorNcrMancer/gwen-digestor1
420gxtractsascharo/gxtract1
421HomarUScckcdjmaxx/HomarUScc1
422invinoveritasbabyblueviper1/invinoveritas1SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
423JIRA MCP Serverwunderfrucht/gouqi-mcp-server1
424JSON Analyser MCPcontactakagrawal/json-analyser-mcp1
425keymemdonggyun112/keymem1
426KirokTadFuji/kirok-mcp1
427knowledge-forge-mcpbharathgnana/knowledge-forge1
428Librarian MCP Servercoladapo/librarian-mcp1
429LogicMap MCP ServerSim-xia/Logic-map-MCP1
430LoreRoomfenghaochang/LoreRoom1SPCLN.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 →
431markdown-vault-mcpagustinvalencia/markdown-vault-mcp1
432mcpAgentModule/mcp1
433MCP Continuation NotesMikeyBeez/mcp-continuation-notes1
434MCP Google Vertex AI Serverhopkins385/mcp-google-vertex1
435MCP MemoryTWFBusiness/mcp-memory1
436MCP Memory Servicealphaplapplap/mcp-memory-service1
437MCP RAG Servercaagudelo/MCP_RAG1
438mcp-agent-bridgexfajarr/shared-context-mcp1SPDeploy 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 →
439mcp-bizhawkdmang-dev/mcp-bizhawk1
440mcp-brain-managerMikeyBeez/mcp-brain-manager1
← PrevPage 11 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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