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Wikimoth MCP server

by juliangeymonat-jpg·io.github.juliangeymonat-jpg/wikimoth·v0.2.1·8 stars
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Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

8 stars21 downloads/wk

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

Wikimoth tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • Code scan29 source files scanned; 2 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 qualitylocal package, no credentials required12/15
  • Maintenancelast push 84 days ago12/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Wikimoth compares

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

Safety score
85/100
higher than 73% of 4,460 AI and agents servers
GitHub stars
8
more than 82% of 2,711 AI and agents servers
Downloads a week
21
more than 7% of 1,538 AI and agents servers with a package

Install Wikimoth in Claude Code, Cursor or VS Code

claude mcp add wikimoth -- uvx wikimoth
Add to Cursor

What the publisher says

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

WikiMoth

Connects the dots. The same way, every time.

wikimoth.com · pip install wikimoth

Deterministic, token-minimal, auditable memory for Claude and agents. Point WikiMoth at a folder of [[wikilink]] notes (an Obsidian vault, or Claude's own memory folder) and it follows the authored links to the answer flat search can't reach, shows you the exact note-chain behind it, and feeds the reader ~99% fewer tokens than pasting the whole vault. Pure markdown, no GPU, no vector DB, no LLM in the retrieval loop.

pip install wikimoth
wikimoth demo         # instant multi-hop recall over a bundled demo vault (no setup)

Already have a [[wikilink]] vault (an Obsidian vault, a notes folder)? Point WikiMoth at it and get the full connect-the-dots view in one command, no capture, no waiting:

wikimoth serve --vault /path/to/your/vault      # browse + "what memory fed this answer"
wikimoth recall --vault /path/to/your/vault "a connect-the-dots question"

Want it to build memory from your Claude Code sessions? Install the capture hooks; each session you run and close is written into a [[wikilink]] vault:

wikimoth install      # capture: turn your Claude Code sessions into a [[wikilink]] vault
wikimoth serve        # once you have captured sessions, browse them

Why not just let Claude manage its own context?

We benchmarked exactly that. An agent that browses the notes folder and prunes its own context reaches the same answers, multi-hop included (12/12 in our run). It just pays for it: 4 to 6 model round-trips and roughly 10x the billed tokens per question, because it re-sends a growing transcript every step. WikiMoth retrieves the same note-chain in one deterministic pass, no model in the loop, and shows you the exact notes behind the answer.

Real run, Claude Sonnet 4.6, 12 multi-hop questions on a reproducible vault. The ~10x counts a reader on both sides; it is corpus-specific, not a universal law. Reproduce it with python scripts/runagenticbenchmark.py. Full breakdown in Honest limits.

Why WikiMoth

Shortened. The full README is on GitHub.

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

Wikimoth: common questions

Is Wikimoth MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the Wikimoth safety report
How do I install Wikimoth?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Wikimoth need an API key?
No secret keys are declared. It reads 3 settings from the environment.
Is Wikimoth maintained?
The last commit was 123 days ago (2026-07-04). The latest release is v0.2.1.
What can I use instead of Wikimoth?
Servers from other publishers that do the same job: Agent-Native Chat MCP server, Agent Recall MCP server and Total Agent Memory MCP server. Compare all Wikimoth alternatives.
How does Wikimoth compare with other AI and agents MCP servers?
safety score 85/100 (higher than 73% of 4,460 AI and agents servers); github stars 8 (more than 82% of 2,711 AI and agents servers); downloads a week 21 (more than 7% of 1,538 AI and agents servers with a package). Full comparison.

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