Robin Saige we check the tools AI agents call

Stratalize Intelligence

com.stratalize/intelligence

Vendor benchmarks, H-1B wages, federal contracts, USPTO patent filings, and public financials.

— the operator's own registry description reported

Publisher com.stratalize · first seen 2026-08-12 · endpoint https://www.stratalize.com/api/mcp-public?vertical=intelligence

allow
verdict
rich-slow-shared
cluster
ok_tools
answers
45
tools served

Dependency rating derived

allow — rich-slow-shared — safe to depend on

Cluster rich-slow-shared · distinctiveness 0.627 (unusual). 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
latency1181 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools45
vs populationhigh
capabilities1
harnessB
Trust — can it rely on it?
identityshared
servers on its host8
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_ad72f011b1f7f39c4ed3e56d · 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.

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. This server's 45 tools, classified, with what checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
retrieval-public43serves public factstruth-checkable against a public source — the V-ladder applies in full
generative2creates contentno answer key exists; disclosure + stability checks, never truth verdicts

Tools last seen

get_ai_consensus_on_topic get_brand_momentum get_cac_benchmark get_category_ai_leaders get_category_disruption_signal get_category_spend_benchmark get_company_intelligence_synthesis get_company_salary_disclosure get_competitive_displacement_signal get_competitive_landscape_synthesis get_employer_h1b_wages get_federal_contract_intelligence get_github_ecosystem_intelligence get_industry_spend_benchmark get_industry_spend_profile get_investment_category_signal get_irs_industry_tax_statistics get_legislative_intelligence_synthesis get_macro_market_signal get_market_intelligence_brief get_market_structure_signal get_osha_enforcement get_pe_portfolio_benchmark get_platform_divergence get_portfolio_vendor_intelligence get_public_company_financials get_regulatory_news_synthesis get_saas_market_intelligence get_saas_metrics_benchmark get_saas_negotiation_playbook get_salary_benchmark get_sector_ai_intelligence get_software_pricing_intelligence get_spend_by_company_size get_stratalize_overview get_top_vendors_by_category get_uspto_patent_intelligence get_vendor_alternatives get_vendor_benchmark get_vendor_contract_intelligence get_vendor_market_rate get_vendor_negotiation_intelligence get_vendor_risk_signal get_web_research_synthesis get_workplace_safety_benchmark

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 & specific45/45
has a description45/45
description is substantive45/45
parameters are typed45/45
parameters are described9/459/45

45 of 45 tools graded · 45 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
1.0.0
server version stratalize-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
2026-08-14T19:58:32Zok_tools20011812025-06-18
2026-08-12T05:33:47Zok_tools2008062025-06-18

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.stratalize/intelligence.svg)](https://robinsaige.com/s/com.stratalize/intelligence)

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