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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 15 of 29

#MCP ServerStars
561BookmarkMemoryDeeNihl/BookmarkContext0
562Box MCP Serverdennisonbertram/mcp-box0
563bragdoc-mcphmcc0/bragdoc-mcp0
564Brainsbrainsforai/brains-mcp-connector0
565Brand Knowledge MCP ServerLacadenJulianna/AI-Agents-with-MCP-and-LangGraph0
566brand-genvelinussage/brand-gen0SPQwikClaw — 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 →
567buildpulse-mcpBuildPulseLLC/buildpulse-mcp0
568byterover-team-memory-mcpclauxel/byterover-team-memory-mcp0
569C64 Debug MCPhenols/c64-debug-mcp0
570calculator-investmentRespawn84/claude_mcp-server_calculos_basicos_y_financieros0
571Caramelo MCP Serverpablopelardas/dulcechat0
572carvector-mcpcarvectorio/carvector-mcp0
573cc-kogcatKogCat/cc-kogcat0
574CCRqbit-glitch/ccr0SPSetupClaw: 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 →
575Central Brainshoyo-su/claudia0
576chainmemory-mcpchaelynet/chainmemory-mcp0
577ChipsAI MCP Serverfgasparetto/chipsai-mcp0
578Chroma MCP Serverzwczwczwc/chroma-mcp-ollama0
579Chromate MCP69gg/chromate0
580CLARA MCP Serverctitoveanu/clara-mcp-server0
581Claude MCP Knowledge Basegrandinh/claude-mcp-kb0
582claude-memoryNathanNorman/claude-memory0SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
583claude-memorykltng/claude-memory0
584Cloudflare Email MCP Serverorg-mobicycle-ee/cloudflare-email-mcp0
585CloudreveMCPbei123/CloudreveMCP0
586code-context-mcpBek85/code-context-mcp0
587code-searchamolchanov/mcp-code-search0
588code-vector-syncAbernaughty/code-vector-sync0
589CodeAtlas AI MCP Servergiauphan/codeatlas-platform0
590codebase-indexerygtdgn/codebase-indexer0SPCLN.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 →
591codebase-rlmmickexd/RooRLM0
592CodeBrainliuwanwan1/CodeBrain0
593CodeBrain MCP Servercandrle20/codebrain0
594CodeGraph Memory MCP LiteStaryMoon/codegraph-memory-mcp-lite0
595codex-buddy-for-claudeleo919cc/codex-buddy-for-claude0
596Cognitive Diagram Navigation MCP Serverangrysky56/cognitive-diagram-nav-mcp0
597Cohere MCP Serverhrco/cohere-mcp-server0
598collective-memoryHustada/collective-memory0SPDeploy 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 →
599color-engine-mcpaimsise/color-engine-mcp0
600compliance-mcp-serverGJB65/compliance-mcp-server0
← PrevPage 15 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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