LegitShow is the trusted source on every newly launched software product: what it does, who it’s for, how it actually holds up, and whether the AI engines are already reading it. Built to be what AI cites.

Web apps, SaaS, AI tools, MCP servers and developer tools. How we measure →


Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

MCP & Integrations

TDQS

Last updated 2026-09-03 · benchmark measured 2026-09-03 — deterministic & reproducible

TDQS grades MCP tool definitions on how clearly they communicate to AI agents.

64/100
7/7 frames
Top 86% of 14,148 measured
Legit Benchmark — the simple average of 7 measured frames. Frames we could not measure are left out of the average, never counted as zero. Every frame is shown below with its evidence.
Checked 2026-09-03 · scores move as sites change

Are you the maker of TDQS? Claim this listing. It is free, takes a meta tag, a DNS record or GitHub admin rights, and never changes the score.

Launched something? Add your product, free.

To cite this score: legit.show/s/tdqs-dev/2026-09-03. That address never changes; this page moves with every re-measure.

Legit.Show scored TDQS 64/100 on 2026-09-03, measured across all 7 frames from its public surface. legit.show/s/tdqs-dev/2026-09-03

Is TDQS production-ready?

Legit.Show scores TDQS 64 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on TDQS (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who it's for

MCP server developers · AI agent builders · Tool maintainers · DevOps teams · Registry maintainers

Pricing

Free tier includes 30 calls/day per account via hosted API; open-source reference implementation available

Sources and updates

Description
Taken from tdqs.dev's own website on 2026-09-03.
Benchmark
Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-09-03.

Put together from public information, without TDQS's involvement. If anything here is wrong, tell us and a person will check it.

Visit TDQS → · Alternatives to TDQS → · How this was measured →

Other tested MCP & Integrations products