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
What it connects to
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
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
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| tokenknows (this page) | — | None listed | 4 | 2026-09-13 | MIT |
| 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 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.
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