Robin Saige we check the tools AI agents call

Stymie Golf

io.github.ThatDudeFreak/stymie-golf

Read-only US golf course, scorecard, equipment, deal, and golf-trip data for AI agents.

— the operator's own registry description reported

Publisher io.github.ThatDudeFreak · first seen 2026-08-14 · endpoint https://mcp-production-680d.up.railway.app/mcp

allow
verdict
mid-fast-solo
cluster
ok_tools
answers
13
tools served

Dependency rating derived

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

Cluster mid-fast-solo · distinctiveness 0.353 (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
latency32 ms
vs populationfast
protocolcurrent
authopen
Use — can it use it?
tools13
vs populationmid
capabilities2
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_7cbfee6e6d1063511b4b5c6f · 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

build_golf_trip find_nearby_courses get_architect get_course get_data_coverage get_deals get_leaderboard get_reviews get_scorecard search_courses search_equipment search_stymie search_tee_times

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 & specific13/13
has a description13/13
description is substantive13/13
parameters are typed13/13
parameters are described8/138/13

13 of 13 tools graded · 13 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 stymie-golf

Capabilities: 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 (1 shown, 2026-08-14 → 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
2026-08-14outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:59:17Zok_tools200322025-06-18

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/io.github.ThatDudeFreak/stymie-golf.svg)](https://robinsaige.com/s/io.github.ThatDudeFreak/stymie-golf)

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.

← overview