MCP.Market

TokenKnows MCP server

by johnnywuj81·io.github.johnnywuj81/tokenknows·v0.3.0·4 stars
No reviews yet

Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted

B83/100grade B
Write a reviewInstall
What users say
No reviews yet
Be the first
Safety scan
B83/100

full report

Adoption
Growing

4 stars28 downloads/wk

Reviews

Write one

Nobody has reviewed TokenKnows yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

TokenKnows tools (6, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • distill_document

    触发 backend 5-stage pipeline 蒸馏 events → 文档.

  • get_asset

    读单个 asset 元数据 (不含 chapter content).

  • get_asset_chapters

    读 asset 的所有 chapter (含 markdown content + layout).

  • list_assets

    列项目下的蒸馏文档.

  • search_entity

    跨文档实体搜索 (KG entity_registry).

  • submit_session_eventswrite action

    Persist conversation events into TokenKnows backend.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 13 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How TokenKnows compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
83/100
higher than 65% of 48,255 servers
Tools
6
the typical server has 7
Tools that change things
17%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
4
more than 82% of 28,688 servers
Downloads a week
28
more than 15% of 12,191 servers with a package

What its tools let an agent do: 5 read · 1 change

Install TokenKnows in Claude Code, Cursor or VS Code

claude mcp add tokenknows -- uvx tokenknows-mcp
Add to Cursor

What the publisher says

From the TokenKnows repository's README, as published. We do not edit it. Read it on GitHub

TokenKnows Distill AI coding sessions into living knowledge — weekly reports, ADRs, incident reviews, books, agent skills, and a knowledge graph. English | 简体中文

What is TokenKnows?

You spend hours pair-programming with Claude Code, Codex, and Cursor. The decisions, bug hunts, and design trade-offs from those sessions evaporate the moment the terminal closes. TokenKnows captures them automatically and distills them into structured, evidence-linked knowledge assets:

capture (6 collectors) → distill (5-stage LLM pipeline) → assets (7 document types) → review / redact / publish

  • 📡 Captures everything — Claude Code, Codex, Cursor, VS Code, GitHub PRs/commits/issues, and local docs, all via local file watchers and API polling. No webhooks, no tunnels.
  • 📝 Seven asset types — weekly reports, tech designs, ADRs, incident reviews, long-form books, reusable agent skills (SKILL.md), and an entity knowledge graph.
  • 🔗 Evidence-linked — every paragraph traces back to the original PR / conversation / commit, ranked by cosine × trust × recency across ≥2 sources.
  • 🔒 Local-first, zero egress by default — a three-layer LLM egress gate (instance ∧ project ∧ task) with full audit logging. Pair it with Ollama and run the whole pipeline with zero cloud keys.

Demo

▶ Full walkthrough: engineering_handoff/walkthrough.mp4 (5 min, Chinese narration + subtitles)

All 12 screens

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

TokenKnows: common questions

Is TokenKnows MCP server safe?
Mostly: it is graded B (83/100). Read the TokenKnows safety report
How do I install TokenKnows?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does TokenKnows need an API key?
Yes. The registry entry asks for TOKENKNOWS_API_TOKEN.
Is TokenKnows maintained?
The last commit was 52 days ago (2026-09-13). The latest release is v0.3.0.
What can I use instead of TokenKnows?
Servers from other publishers that do the same job: Codebase Memory MCP server, Deja Vu MCP server and Neo4j Memory MCP server. Compare all TokenKnows alternatives.
How does TokenKnows compare with other MCP servers?
safety score 83/100 (higher than 65% of 48,255 servers); tools 6 (the typical server has 7); tools that change things 17% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to TokenKnows

Same job from other publishers: the closest match first, then the best rated.

All TokenKnows alternatives →
  • Codebase Memory
    Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
    C
  • Deja Vu
    deja-vu: local memory over the session histories of forty-three coding agents.
    A
  • Neo4j Memory
    MCP Neo4j Knowledge Graph Memory Server
    A