Vector & Memory MCP Servers
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1,121 servers · Vector & Memory · page 1 of 29
#MCP ServerStars
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mcp-shrimp-task-managercjo4m06/mcp-shrimp-task-manager2.1kSPQwikClaw — 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 →
mcp-shrimp-task-managercjo4m06/mcp-shrimp-task-manager2.1kSPQwikClaw — 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 →
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graphlit-mcp-servergraphlit/graphlit-mcp-server375SPSetupClaw: 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 →
graphlit-mcp-servergraphlit/graphlit-mcp-server375SPSetupClaw: 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 →
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mcp-ragdocshannesrudolph/mcp-ragdocs265SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
mcp-ragdocshannesrudolph/mcp-ragdocs265SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
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mcp-server-rag-web-browserapify/mcp-server-rag-web-browser205SPCLN.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 →
mcp-server-rag-web-browserapify/mcp-server-rag-web-browser205SPCLN.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 →
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.