Robin Saige we check the tools AI agents call

Lifestyle Medicine Knowledge

io.github.rabyavalla/lifestyle-medicine-knowledge

Semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.

— the operator's own registry description reported

Publisher io.github.rabyavalla · first seen 2026-08-12 · endpoint https://web-production-ae61.up.railway.app/mcp/lifestyle-medicine-knowledge

allow
verdict
stale-thin-shared
cluster
ok_tools
answers
1
tools served

Dependency rating derived

allow — stale-thin-shared — safe to depend on

Cluster stale-thin-shared · distinctiveness 0.451 (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
latency84 ms
vs populationtypical
protocolbehind
authopen
Use — can it use it?
tools1
vs populationlow
capabilities1
harnessB
Trust — can it rely on it?
identityshared
servers on its host6
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_d8c96539fe59fcb605afd925 · 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

lifestyle_query

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 & specific1/1
has a description1/1
description is substantive1/1
parameters are typed1/1
parameters are described0/10/1

1 of 1 tools graded · 1 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

2025-03-26
protocol version
session model
5.0.0
server version bonsai-health-intelligence

Capabilities: 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
2026-08-14T20:00:09Zok_tools200842025-03-26
2026-08-12T05:35:21Zok_tools200872025-03-26

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.rabyavalla/lifestyle-medicine-knowledge.svg)](https://robinsaige.com/s/io.github.rabyavalla/lifestyle-medicine-knowledge)

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