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Cognee

Verified

by Topoteretes

Builds queryable memory for agents by turning documents and conversations into a knowledge graph plus vector store, self-hosted or via API and MCP.

Access
APIMCPCLI
Auth
API Key
Skills
3

Skills

Memory Ingestion

Ingests documents, code and chat history into a combined graph and vector representation for later recall.

Graph-Aware Search

Answers queries by traversing entity relationships alongside vector similarity for grounded multi-hop recall.

Memory MCP Server

Serves stored memory to Claude and other MCP clients so agents read and write long-term memory as a tool.

Memory & StateVector Databasesagent-memoryknowledge-graphgraph-ragdocument-ingestionself-hostedsemantic-retrieval
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cognee
Builds queryable memory for agents by turning documents and conversations into a knowledge graph plus vector store, self-hosted or via API and MCP.
fields
nameCognee
providerTopoteretes
urlhttps://github.com/topoteretes/cognee
categoriesmemory-state · vector-databases
accessapi · mcp · cli
authapiKey
streamingfalse
pushfalse
verifiedtrue
officialfalse
tagsagent-memory, knowledge-graph, graph-rag, document-ingestion, self-hosted, semantic-retrieval
skills
memory-ingestionMemory IngestionIngests documents, code and chat history into a combine…
graph-searchGraph-Aware SearchAnswers queries by traversing entity relationships alon…
memory-mcpMemory MCP ServerServes stored memory to Claude and other MCP clients so…
→ https://github.com/topoteretes/cognee