MCP.Market

Thoth MCP server

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by ahmedEid1·io.github.ahmedEid1/thoth·v1.0.1·2 stars
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Read-only MCP over an agentic SLR workspace with per-claim citation verification

D47/100grade D
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Safety scan
D47/100

full report

Adoption
Growing

2 stars

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Thoth tools

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Public scan report

scanner v0.1.10 · 2026-11-02 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote unreachable: Streamable HTTP error: Error POSTing to endpoint: {"error": {"code": "404", "message": "The deployment could not be found on Vercel."}}0/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityno auth information5/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • highRemote endpoint did not respondreliability.unreachable

    Streamable HTTP error: Error POSTing to endpoint: {"error": {"code": "404", "message": "The deployment could not be found on Vercel."}}

Overall 47/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Thoth compares

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

Safety score
47/100
higher than 9% of 48,255 servers
Uptime
71%
of our recent checks; the typical remote server answers 100%
Response time
1,005 ms
faster than 11% of 30,031 servers
GitHub stars
2
more than 75% of 28,688 servers

Install Thoth in Claude Code, Cursor or VS Code

claude mcp add --transport http thoth https://thoth-slr.vercel.app/api/mcp/mcp
Add to Cursor

What the publisher says

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

Thoth

Agentic systematic literature reviews — with every citation checked against the source.

Named for Thoth, ancient Egypt's ibis-headed god of writing and scribes.

Try the live demo · See a sample review · Public eval dashboard · Connect via MCP

What is Thoth?

Systematic literature reviews are slow to write — and when you ask an LLM to write one, it confidently invents citations and statistics that aren't in any paper.

Thoth does both halves and checks its own work. Give it a research question and it discovers relevant papers, reads them, drafts an evidence-grounded review — then runs a verification pass (citecheck) that compares every cited claim against the source paper and flags anything unsupported before you read the draft*. The result is a review with a critic score, a citation-faithfulness percentage, and a per-claim audit you can trust.

It runs as a polished web app, a public eval dashboard, and an authenticated MCP server your AI assistant can call directly.

See it work

Claude.ai catches 6 fabricated citations in a real draft — using Thoth's audit:

Connected to Thoth via the official MCP Registry, Claude calls getcitationaudit on one deliberately-weak review (faithfulness 0.13 for that single review) and identifies all 6 unsupported claims — every one citing the same paper, with invented percentages that aren't in the source. This is cite_check doing its job: it's a single-review audit sample, not the golden-set aggregate (see /evals).

Every claim, scored against its source — the /showcase review (no login needed). The figures on this card (critic 4.2/5, faithfulness 75%, 8/8 citations checked, 2 unsupported) are this one review's scores — a worked example, not the aggregate:

Shortened. The full README is on GitHub.

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

Grade history

  • 2026-11-02downgradeA → Dscore 47: Remote endpoint did not respond

Thoth: common questions

Is Thoth MCP server safe?
Not recommended: it is graded D (47/100). Read the Thoth safety report
How do I install Thoth?
It runs remotely at thoth-slr.vercel.app. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Thoth need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Thoth maintained?
The last commit was 3 days ago (2026-11-01). The latest release is v1.0.1.
Is Thoth up?
71% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Thoth?
Servers from other publishers that do the same job: Korean Law MCP server.
How does Thoth compare with other MCP servers?
safety score 47/100 (higher than 9% of 48,255 servers); uptime 71% (of our recent checks; the typical remote server answers 100%); response time 1,005 ms (faster than 11% of 30,031 servers). Full comparison.

Alternatives to Thoth

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

  • Korean Law MCP
    Korean law: statutes, precedents, ordinances, treaties and citation verification (법제처 API).
    A