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MCP Directory / Vector & Memory

Vector & Memory MCP Servers

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67,000+ monthly visitors · Updated 2026-06-30

Browse categories

All categoriesOther2,643AI & ML2,284Search2,091Developer Tools1,127Vector & Memory1,121Cloud & DevOps721Files & Docs719Databases704Finance & Payments701Browser & Scraping485Communication418Productivity355

Categories

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

1,121 servers · Vector & Memory · page 2 of 29

#MCP ServerStars
41context-keeperredleaves/context-keeper150
42mcp-pineconesirmews/mcp-pinecone149
43mcp-local-ragnkapila6/mcp-local-rag126
44dynatrace-mcpdynatrace-oss/dynatrace-mcp125
45GhidraMCP13bm/GhidraMCP124
46ContextLatticesheawinkler/ContextLattice117SPQwikClaw — 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 →
47apple-rag-mcpBingoWon/apple-rag-mcp115
48vectorize-mcp-servervectorize-io/vectorize-mcp-server107
49knowledge-raglyonzin/knowledge-rag105
50all-in-one-model-context-protocolnguyenvanduocit/all-in-one-model-context-protocol102
51mem0-mcp-selfhostedelvismdev/mem0-mcp-selfhosted94
52mcp-server-infranodusinfranodus/mcp-server-infranodus93
53Quant Research Platform MCP Serverzhangjunmengyang/quant-research-platform92
54DocSentinelarthurpanhku/DocSentinel89SPSetupClaw: 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 →
55trace-mcpnikolai-vysotskyi/trace-mcp89
56projectmemriponcm/projectmem87
57mcp-serverragieai/ragie-mcp-server86
58mcp-monitorseekrays/mcp-monitor84
59PhpCodeArcheologyPhpCodeArcheology/PhpCodeArcheology82
60openzim-mcpcameronrye/openzim-mcp80
61AuraSDKteolex2020/AuraSDK71
62pdfmuxNameetP/pdfmux71SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
63memcordukkit/memcord66
64Soulchoihyunsus/soul66
65MycoBattam1111/Myco64
66Yuque-MCP-ServerHenryHaoson/Yuque-MCP-Server64
67agent-lspblackwell-systems/agent-lsp62
68Zikkaronamanhij/Zikkaron60
69total-agent-memoryvbcherepanov/total-agent-memory55
70volatility-mcpGaffx/volatility-mcp49SPCLN.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 →
71roampal-coreroampal-ai/roampal-core45
72assistant-mcppinecone-io/assistant-mcp43
73engramtstockham96/engram40
74DecisionNodedecisionnode/DecisionNode39
75emem — Earth memory protocolVortx-AI/emem38
76ContextStream MCP Servercontextstream/mcp-server37
77qiniu-mcp-serverqiniu/qiniu-mcp-server37
78dotnet-with-claudecodechristian289/dotnet-with-claudecode36SPDeploy 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 →
79mk-qa-masterkao273183/mk-qa-master36
80mcp-serverDollhouseMCP/mcp-server35
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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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