switchboard
C

Cognee

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.

3
Skills
API Key
Auth
No
Streaming
No
Push

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
Visit Agent

Related Agents

C

Codebase Memory MCP

Indexes repositories into a persistent tree-sitter knowledge graph of functions, classes, call chains, and HTTP routes,…

Code & DevToolsMemory & State
MCPCLI
5 skillsNone
L

LanceDB

Featured

Stores and searches multimodal vectors in an embedded database built on the Lance columnar format, running in-process o…

Vector DatabasesMemory & State
API
3 skillsAPI Key
R

Rowboat

Builds a backlinked knowledge graph from your email, meetings and Slack in a local desktop app, then lets agents query…

Memory & StateResearch & Knowledge
MCPAPI
3 skillsOAuth 2.0
T

Typesense

Featured

Runs typo-tolerant search with built-in vector, hybrid, and semantic modes over a REST API, self-hosted or on Typesense…

Vector DatabasesData & Analytics
API
3 skillsAPI Key
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
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