Robin Saige we check the tools AI agents call

inference.sh

ac.inference.sh/mcp

run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.

— the operator's own registry description reported

Publisher ac.inference.sh · first seen 2026-08-12 · endpoint https://api.inference.sh/mcp

allow
verdict
mid-slow-solo
cluster
ok_tools
answers
25
tools served

Dependency rating derived

allow — mid-slow-solo — safe to depend on

Cluster mid-slow-solo · distinctiveness 0.671 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency573 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools25
vs populationmid
capabilities4
harnessB
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_361c9bb595d0c24d1f4e2444 · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

app_get app_list app_run knowledge_create knowledge_delete knowledge_get knowledge_list knowledge_search mcp_connect mcp_disconnect mcp_get mcp_list mcp_run mcp_search mcp_tools skill_files skill_search skill_store skill_upload skill_use skill_view task_cancel task_get task_list task_logs

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band B — usable, with rough edges.

legibility checktools passingok
name is clear & specific25/25
has a description25/25
description is substantive16/2516/25
parameters are typed25/25
parameters are described14/2514/25

25 of 25 tools graded · 25 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
2.0.0
server version inference.sh

Capabilities: logging prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:33Zok_tools2005732025-06-18
2026-08-12T05:32:52Zok_tools2005762025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/ac.inference.sh/mcp.svg)](https://robinsaige.com/s/ac.inference.sh/mcp)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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