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tokenknows

tokenknows is an MCP server, listed under memory & vectors. Its repository has 4 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

Tokenizes AI coding sessions into weekly reports, ADRs, incident reviews, and a knowledge graph, storing locally and linking evidence.

Install

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

claude mcp plugin add johnnywuj81/tokenknows

What it reaches, and what it needs

Reaches
○ not recognised
Credential
○ none found

What it connects to

Supported in
Claude Code, Cursor

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
4
State
listed
Licence
MIT
From the repository

Distill AI coding sessions (Claude Code / Codex / Cursor) into weekly reports, ADRs, incident reviews and a knowledge graph — local-first, evidence-linked.

tokenknows compared with similar servers

tokenknows compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
tokenknows (this page)—None listed42026-09-13MIT
mcp-server-qdrantqdrantQDRANT_API_KEY1,5532026-09-04Apache-2.0
mcp-knowledge-graph—None listed8862026-05-29MIT
chroma-mcpchromaCHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS6012025-09-17Apache-2.0
caura—None listed5042026-10-25Apache-2.0
MemoryMesh—None listed3542026-03-01MIT

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

Common questions about tokenknows

What does tokenknows do?
Tokenizes AI coding sessions into weekly reports, ADRs, incident reviews, and a knowledge graph, storing locally and linking evidence.
How do I install tokenknows?
Its own README gives this command: claude mcp plugin add johnnywuj81/tokenknows. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
Which AI clients can use tokenknows?
Its own description mentions Claude Code and Cursor. That is a mention in its description, not a test we ran.
Is tokenknows official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 4 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-09-13.
What licence does tokenknows use?
The repository declares the MIT licence.

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