Robin Saige we check the tools AI agents call

LibreLink Up B2B (CGM clínica)

io.github.mcp-dir/librelink_business-mcp

For teams following multiple patients (clinical, family): lists patients with active sharing and rea

— the operator's own registry description reported

Publisher io.github.mcp-dir · first seen 2026-08-12 · endpoint https://api.mcp.ai/p_librelink_business

allow
verdict
gateway
cluster
ok_tools
answers
15
tools served

Dependency rating derived

allow — gateway — safe to depend on

Cluster gateway · distinctiveness 0.357 (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
latency785 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools15
vs populationmid
capabilities1
harnessA
Trust — can it rely on it?
identityfarm_member
servers on its host99
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_c1fa6ef00e19055602a56c44 · 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

authenticate connect librelink_business_get_current_glucose librelink_business_get_glucose_graph librelink_business_get_glucose_logbook librelink_business_get_glucose_stats librelink_business_get_last_hours librelink_business_get_latest_reading librelink_business_get_patient librelink_business_get_today_summary librelink_business_list_patients marketplace report_bug show_version toolkit_info

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 & specific15/15
has a description15/15
description is substantive15/15
parameters are typed15/15
parameters are described4/154/15

15 of 15 tools graded · 15 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
0.9.241
server version mcp-ai

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
2026-08-14T19:59:48Zok_tools2007852025-06-18
2026-08-12T05:35:00Zok_tools2004452025-06-18

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.mcp-dir/librelink_business-mcp.svg)](https://robinsaige.com/s/io.github.mcp-dir/librelink_business-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.

← overview