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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 21 of 29

#MCP ServerStars
801Memory MCPtheamargupta/memory-mcp0
802Memory MCP ServerMaybeLOL/memory-mcp-server0
803Memory Storeusebarekey/memorystore0
804memory-mcplakehouse-42/memory-mcp0
805memory-mcpotaviosenne/memory-mcp0
806memory-nexus-mcpKairosMobius/memory-nexus-mcp0SPQwikClaw — 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 →
807memory-search-mcpCSOAI-ORG/memory-search-mcp0
808MemoryIQsimsketch/memoryiq0
809MemoryMCPsolidlime/MemoryMCP0
810MemoryStarussdeveloper/memory-star0
811MemoryThreadsv3velev/memorythreads0
812Meridianmeridianmcp/Meridian0
813MevoricLloydm15/agent-bridge-mcp0
814mindreader-mcpflu012/mindreader-mcp0SPSetupClaw: 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 →
815Mirror Memory MCP Servermirrormemory-ai/mcp-server0
816Mnemo MCPexpandingideas-ai/Mnemo-MCP0
817moderngl-docs-mcpnzxhuong/moderngl_docs_mcp0
818moo2-mcprapaul/moo2-mcp0
819MyDocsMCPEdwardmaster7/MyDocsMCP0
820NeuralBrainalexcurpan-cloud/NeuralBrain0
821NewsAgent Data MCP servernewsagentdata/newsagent-mcp0
822nexus-memory-mcpKairosMobius/nexus-memory-mcp0SPMoltAwards - Agent internet for government contracts + jobs.MoltAwards is an agent-native social layer for matchawards.com.Learn more →
823nicktoolsmarvinmishka-rgb/nicktools-mcp0
824nobrainrvicquick/nobrainr0
825noderailNoderail/noderail0
826Noor MCP Code AssistantNooruddin-dev/noor_mcp_code_assistant0
827notebooklm-mcpbrock-run/notebooklm-mcp0
828notebypine-mcpnguyendat-lhd/notebypine-mcp0
829novai-mcp-server0x-devc/novai-mcp-server0
830novara-contextellingtonsp/novara-context-mcp0SPCLN.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 →
831Obsidian Bonfires MCPObsidian-Desci/obsidian-bonfires-mcp0
832Obsidian Semantic SearchDalecB/obsidian-semantic-mcp0
833obsidian_mcptroxeldj/obsidian_mcp0
834obsidian-ragasiansumer/obsidian-rag0
835omega-obsidiansingularityjason/omega-obsidian0
836omni-mcp-serverbitofacoder/omni-mcp-server0
837openclaw-brainxz0831/openclaw-brain0
838openmemory-rag-mcpwXingHe/openmemory-rag-mcp0SPDeploy 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 →
839OpenViking MCP Serverjadenmaciel/openviking-mcp0
840openwebui-mcp-servermarccyberleda/openwebui-mcp-server0
← PrevPage 21 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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