Robin Saige we check the tools AI agents call

GitDealFlow — GitHub signals for startup investors

io.github.kindrat86/vc-deal-flow-signal

GitHub signals for VC deal flow: trending startups, commit velocity, contributor growth, 20 sectors.

— the operator's own registry description reported

Publisher io.github.kindrat86 · first seen 2026-08-12 · endpoint https://signals.gitdealflow.com/api/mcp/rpc

allow
verdict
mid-shared
cluster
ok_tools
answers
12
tools served

Dependency rating derived

allow — mid-shared — safe to depend on

Cluster mid-shared · distinctiveness 0.41 (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
latency93 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools12
vs populationmid
capabilities3
harnessA
Trust — can it rely on it?
identityshared
servers on its host1
servers on its domain2
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_c8e8946001f1cafc14022751 · 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

compare_signals get_deep_signal get_diligence_dossier get_methodology get_scout_receipts get_signals_summary get_startup_signal get_trending_startups predict_funding search_startups_by_sector share_result shortlist_signals

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 & specific12/12
has a description12/12
description is substantive12/12
parameters are typed12/12
parameters are described10/1210/12

12 of 12 tools graded · 12 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
1.6.0
server version vc-deal-flow-signal

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 (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
2026-08-14T19:59:42Zok_tools200932025-06-18

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.kindrat86/vc-deal-flow-signal.svg)](https://robinsaige.com/s/io.github.kindrat86/vc-deal-flow-signal)

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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