Robin Saige we check the tools AI agents call

Omnicall — Agent Tools Gateway

com.gocreativeai.omnicall/agent-tools

247 LLMs + image/video/voice/music gen + crypto/DeFi/markets/web-search. Pay-per-call USDC, no key.

— the operator's own registry description reported

Publisher com.gocreativeai.omnicall · first seen 2026-08-12 · endpoint https://omnicall.gocreativeai.com/mcp

allow
verdict
rich-shared
cluster
ok_tools
answers
80
tools served

Dependency rating derived

allow
allow — alive & usable · kind unknown · V n/a
allow — because answers ●, 80 tools legible (band B) ●, no confirmed drift in 2 probes ●; not yet checked: truth (1 attempts unverifiable, 0 disagreements)

Cluster rich-shared · distinctiveness 0.635 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency177 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools80
vs populationhigh
capabilities4
harnessB
Did it hold when checked? Q3–Q4 · derived
identityshared
servers on its host1
servers on its domain4
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_64f99b953cc8c5be84d84f15 · 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.

Q1Does it answer?alive & usable — 2 probes ●evidence ↓
Q2What is it?kind unknown ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-shared · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

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

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. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
unclassified45not classifiable from its textTier-1 only until its tools describe themselves
retrieval-public19serves public factstruth-checkable against a public source — the V-ladder applies in full
action7changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
predictive7claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome
generative2creates contentno answer key exists; disclosure + stability checks, never truth verdicts

Tools last seen observed

ai_ask ai_eco ai_extract ai_image ai_music ai_pro ai_research ai_sandbox ai_speech ai_summarize ai_transcribe ai_ultra ai_video crypto_chains crypto_defi_tvl crypto_dex crypto_exchanges crypto_fear_greed crypto_gas crypto_global crypto_history crypto_market crypto_price crypto_protocols crypto_stablecoins crypto_treasury crypto_trending crypto_yields defi dex finance_carrier finance_forex finance_gov_awards finance_macro finance_sec_events finance_sec_filings finance_sec_financials finance_sec_insider finance_sec_recent finance_sec_search finance_stock finance_stock_analyst finance_stock_batch finance_stock_fundamentals finance_stock_quote finance_treasury install_snippets list_endpoints market_affordability market_compare market_industry_mix market_profile market_rank market_saturation markets predict_360 predict_events predict_kalshi predict_markets predict_orderbook predict_trades pricing_info research research_papers rpc search_court_opinions search_github search_google_ads search_google_related search_google_results search_instagram_hashtag search_places search_sec_filings search_tiktok_hashtag search_web search_youtube usage_stats wallet_helper web x

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 & specific79/8079/80
has a description80/80
description is substantive80/80
parameters are typed80/80
parameters are described5/805/80

80 of 80 tools graded · 80 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 yet confirmed — 1 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
fx-ratesEURUSDunverifiableecb-fx

Protocol conformance observed

2025-06-18
protocol version
session model
1.27.1
server version omnicall

Capabilities: experimental prompts resources tools

Drift observed

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:58:10Zok_tools2001772025-06-18
2026-08-12T05:33:25Zok_tools2001522025-06-18

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/com.gocreativeai.omnicall/agent-tools.svg)](https://robinsaige.com/s/com.gocreativeai.omnicall/agent-tools)

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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