How do I install cortexgraph?

Its own README gives this command: pip install cortexgraph. Run it where your MCP client can launch the server, and check the README for any settings it asks for.

Is cortexgraph official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 37 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-27.

What licence does cortexgraph use?

The repository declares the AGPL-3.0 licence.

InfratoApp / Resources / MCP servers / cortexgraph

cortexgraph

cortexgraph is an MCP server, listed under memory & vectors. Its repository has 37 GitHub stars and is licensed under AGPL-3.0; we last read it on 2026-10-27.

Cortexgraph is a temporal memory system for AI assistants that mimics human forgetting curves. It stores data locally in human-readable formats (JSONL for short-term memory and Markdown for long-term, Obsidian-compatible). Memories decay over time unless reinforced. It integrates with knowledge graphs, smart prompting, and the MCP server for Claude.

Install

Read from cortexgraph’s own README, close to verbatim -- not written by us, and not guessed.

pip install cortexgraph

View in cortexgraph’s own README ↗

What it reaches, and what it needs

Reaches

○ not recognised

Credential

○ none found

What it connects to

Wraps

Temporal

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

Maintenance

Stars

State

listed

Licence

AGPL-3.0

From the repository

Temporal memory system for AI assistants with human-like forgetting curves. All data stored locally in human-readable formats: JSONL for short-term memory, Markdown (Obsidian-compatible) for long-term. Memories naturally decay unless reinforced. Features knowledge graphs, smart prompting, and MCP server integration for Claude.

View on GitHub ↗2026-10-27

cortexgraph compared with similar servers

cortexgraph compared with the closest alternatives, by services reached, credentials, stars, last update and licence
Server	Reaches	Needs	Stars	Last update	Licence
cortexgraph (this page)	—	None listed	37	2026-10-27	AGPL-3.0
mcp-server-qdrant	qdrant	QDRANT_API_KEY	1,553	2026-09-04	Apache-2.0
mcp-knowledge-graph	—	None listed	886	2026-05-29	MIT
chroma-mcp	chroma	CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS	601	2025-09-17	Apache-2.0
caura	—	None listed	504	2026-10-25	Apache-2.0
MemoryMesh	—	None listed	354	2026-03-01	MIT

Ranked by services in common with cortexgraph, then by stars. Figures are from each repository when we last read it.

Common questions about cortexgraph

What does cortexgraph do?: Cortexgraph is a temporal memory system for AI assistants that mimics human forgetting curves. It stores data locally in human-readable formats (JSONL for short-term memory and Markdown for long-term, Obsidian-compatible). Memories decay over time unless reinforced. It integrates with knowledge graphs, smart prompting, and the MCP server for Claude.
How do I install cortexgraph?: Its own README gives this command: pip install cortexgraph. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
Is cortexgraph official and is it maintained?: We found nothing naming it as a vendor’s official server. Its repository has 37 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-27.
What licence does cortexgraph use?: The repository declares the AGPL-3.0 licence.

More MCP servers for memory & vectors

mcp-server-qdrant1,553 stars
mcp-knowledge-graph886 stars
chroma-mcp601 stars
caura504 stars
MemoryMesh354 stars
neural-memory242 stars

All memory & vectors entries →