Robin Saige we check the tools AI agents call

Check a tool before your agent depends on it.

Robin Saige probes every server in the MCP registry — 30,455 listed, 15,472 reachable, checked weekly — and turns what it finds into one verdict: allow, warn, or block. Search for what you need, read the verdict, and open the evidence behind it.

…or paste a server name. Agents: point at robinsaige.com/mcp and call should_i_use(name) — same answer, no key. Try: weather · tariff · sanctions

✓ allow ! warn ✕ block — from four questions: does it answer · what is it · can it be checked · did it hold. Company kept is context, never sentence.

The registry, cut by the five questions

The registry lists 30,455 servers and checks none of them. Watch the number fall as each question is asked — every bar opens the servers that survived that cut. The last bar is small on purpose: “verified true” is the hardest claim on this site, and attempts never inflate it.

listed in the registry
30,455 100.0%
probed weekly
15,472 50.8%
answer a real handshake
8,756 28.8%
answer key in hand or in reach (V3+V3W)
2,716 8.9%
verified true, so far
34 0.1%

as of 2026-09-06 · counts are doors

Of the 15,472 servers probed, 43% never answer a real handshake — read the full picture →

Five questions, asked in order

Q1Does it answer?alive, walled, or dead — measured weekly
Q2What is it?retrieval, action, generative… — the kind decides what checking means
Q3Can it be checked?from take-its-word to answer-key-in-hand
Q4Did it hold?answers re-derived from official sources; drift watched
Q5What company does it keep?solo, shared, gateway, costume — context, never sentence

Verdicts that moved this week

! warn ai.duvera/gateway
— because answers ●, 52 tools legible (band A) ●, no confirmed drift in 6 probes ●, truth 1/1 agree vs primary ●
action ○ · solo · seen 2026-09-06
! warn ai.bringyour/bringyour
— because answers ●, 7 tools legible (band A) ●, no confirmed drift in 6 probes ●; not yet checked: truth (0 runs)
action ○ · solo · seen 2026-09-06
! warn ai.agenticfabricationnetwork/ufp
— because answers ●, 10 tools legible (band A) ●, no confirmed drift in 6 probes ●; not yet checked: truth (3 attempts unverifiable, 0 disagreements)
retrieval ○ · solo · V3 · seen 2026-09-06
! warn app.railway.up.engine-production-3bdc/vhgengine
— because answers ●, 45 tools legible (band A) ●, no confirmed drift in 6 probes ●; not yet checked: truth (0 runs)
generative ○ · solo · seen 2026-09-06
! warn app.signsimple/signsimple
— because answers ●, 4 tools legible (band A) ●, no confirmed drift in 4 probes ●; not yet checked: truth (0 runs)
action ○ · solo · seen 2026-09-06

all movers →

On its own scoreboard.

Robin Saige is itself an MCP server, listed in the registry it measures (com.robinsaige/verifier) — probed by its own prober, scored by its own rules. A grader that won’t be graded isn’t one. Robin Saige — we check the tools AI agents call

Every number carries its grade — ● observed: our probe recorded it · ◐ derived: computed from observations · ○ reported: the registry or operator says so. Every number is a door to its servers. 13 numbers corrected in public — two of them ours — and none deleted. How to read this site →