Robin Saige we check the tools AI agents call

coderegistry

io.github.hellosg/coderegistry

Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.

— the operator's own registry description reported

Publisher io.github.hellosg · first seen 2026-08-12 · endpoint https://integrator.app.thecoderegistry.com/api/ai/router

allow
verdict
mid-solo
cluster
ok_tools
answers
23
tools served

Dependency rating derived

allow — mid-solo — safe to depend on

Cluster mid-solo · distinctiveness 0.507 (moderate). 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
latency74 ms
vs populationtypical
protocolleading
authopen
Use — can it use it?
tools23
vs populationmid
capabilities3
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_aa19baac7b1ecc33cfb627e3 · 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.

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. This server's 23 tools, classified, with what checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
generative15creates contentno answer key exists; disclosure + stability checks, never truth verdicts
action8changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions

Tools last seen

create-code-vault create_account create_project delete-code-vault delete_account delete_project get-code-iq-automated-queries get-code-smells get-code-vault-reports get-code-vault-results get-code-vault-summary get-components get-contributors get-git-history get-security-issues get-the-code-score get_account get_project get_vault list_projects list_vaults reanalyze-code-vault rotate_api_key

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 A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific23/23
has a description23/23
description is substantive23/23
parameters are typed23/23
parameters are described23/23

23 of 23 tools graded · 23 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

0/0 answers agree with the published primary source · 1 unverifiable.

claim classkeyverdictprimary source
tariff-dutyunmappedunverifiableus-hts

Protocol conformance observed

2025-11-25
protocol version
session model
1.0.0
server version code-registry

Capabilities: 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
2026-08-14T19:59:36Zok_tools200742025-11-25
2026-08-12T05:34:49Zok_tools2002182025-11-25

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/io.github.hellosg/coderegistry.svg)](https://robinsaige.com/s/io.github.hellosg/coderegistry)

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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