Summary
Gives your Claude agent a vector-backed knowledge graph you can build on the fly. You get three core operations: add_node to drop in entities, add_edge to wire relationships, and semantic_node_search to query by meaning instead of exact match. Built by MEOK AI Labs, ships as a stdio MCP server you install via uvx or pip. Useful when you're having multi-turn conversations that need to remember structured facts and traverse connections between them, like tracking project dependencies, mapping concept relationships, or building up a session-scoped memory layer. The vector search means you can ask for "database performance" and pull back nodes about indexes, query optimization, and caching without hardcoding synonyms.
Agent, run crypto. Access onchain data & trade routes via 1inch.
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On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
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An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →Featured
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →Categories
Registryactive
Packagevector-knowledge-graph-mcp
TransportSTDIO
UpdatedJun 10, 2026
