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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 10 of 29

#MCP ServerStars
361Trapic CoretrapicAi/trapic-core2
362TriliumNext (trilium-mcp)OVDEN13/trilium-mcp2
363umami-mcpmikusnuz/umami-mcp2
364uploadkitdrumst0ck/uploadkit2
365vault-recommenderJoshuaOliphant/vault-recommender2
366wisdomGraphcklam12345/wisdomGraph2SPQwikClaw — 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 →
367workspace-qdrant-mcpChrisGVE/workspace-qdrant-mcp2
368x-bookmarks-mcpp0ki/x-bookmarks-mcp2
369Achriomachriom/achriom-mcp1
370Adobe Extensibility MCPdavidbenge/adobe_extensibility_mcp1
371agentremfraction12/agentrem1
372ai-mind-mapshdra06/ai-mind-map1
373aide-memoryaide-memory/aide-memory1
374AIM MCP Serverphuonghx/aim-cli1SPSetupClaw: 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 →
375AlloyAlloy-Systems/work-with-alloy1
376anamnesischaosisnotrandomitisrhythmic/anamnesis-mcp1
377AOW4 Tomes MCP Serverspookyzn/aow4_mcp1
378ArXiv Research Intelligence MCP ServerRatnamOjha/arvix-mcp-server1
379bitrix24-mcp-serverpaskal/bitrix24-mcp-server1
380brewers-almanackgregario/brewers-almanack1
381CapacitiesMCPajokunu/capacities-mcp1
382central-intelligenceAlekseiMarchenko/central-intelligence1SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
383clarik-mcp-serverMikerichardmail/clarik-mcp-server1
384Claude Memory MCP Serverslaughters85j/claude-memory-mcp1
385claude-memory-managerNyxToolsDev/claude-memory-manager1
386claude-session-continuity-mcpleesgit/claude-session-continuity-mcp1
387Claw Recallrodbland2021/claw-recall1
388ClawStashfo0/clawstash1
389clude-mcpIsraeltheminer/clude-mcp1
390CodeGBKillian-Filippov/CodeGB1SPCLN.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 →
391codescancocodedk/codescan1
392cognos-session-memorybase76-research-lab/cognos-session-memory1
393contextfsjavimosch/contextfs1
394ContextfulInferensys/contextful1
395Copilot Memory MCPLabForgeDev/copilot-memory-mcp1
396Cortex Memory MCP Serverrlaksana/cortex1
397cowork-historyegoughnour/cowork-history1
398CozoDB Memory MCP Servertobs-code/cozo-memory1SPDeploy 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 →
399Crawl4AI RAG MCP Serverjmgilman/c4ai-mcp1
400dailyhotmcpFrankXMX/dailyhotmcp1
← PrevPage 10 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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