Robin Saige we check the tools AI agents call

energyai

com.energyaisolution/energyai

One-call installer quote review plus energy incentives, estimates, scores, and routing for agents.

— the operator's own registry description reported

Publisher com.energyaisolution · first seen 2026-08-12 · endpoint https://api.energyaisolution.com/mcp

allow
verdict
mid-shared
cluster
ok_tools
answers
26
tools served

Dependency rating derived

allow
allow — alive & usable · action ● · V n/a
allow — because answers ●, 26 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (0 runs)

Cluster mid-shared · distinctiveness 0.244 (typical). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency105 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools26
vs populationmid
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identityshared
servers on its host2
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_07f6c3f4d96f9660e96c5019 · 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?action ● evidence ↓
Q3Can it be checked?V n/a for this kind ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?mid-shared · 2 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
action11changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
retrieval-public9serves public factstruth-checkable against a public source — the V-ladder applies in full
generative3creates contentno answer key exists; disclosure + stability checks, never truth verdicts
unclassified2not classifiable from its textTier-1 only until its tools describe themselves
computational1deterministic transformsself-checkable by re-computation and known-answer tests

Tools last seen observed

answer_energy_assessment_question bootstrap_energy_project check_incentives complete_energy_assessment create_builder_key create_energy_assessment create_energy_node_roadmap_checkout estimate_production find_local_installers generate_energy_recommendation_preview generate_intelligence_bound_report get_anonymized_dataset_sample get_builder_upgrade_link get_energy_incentives get_energy_node_roadmap get_energy_node_score get_eta_i_metric get_guide get_information_theoretic_recommendation get_node_score get_quote_link list_guides match_installers review_installer_quote route_lead submit_contractor_match_request

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 & specific26/26
has a description26/26
description is substantive26/26
parameters are typed26/26
parameters are described11/2611/26

26 of 26 tools graded · 26 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
1.0.3
server version energyai-mcp

Capabilities: 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
2026-08-14T19:58:05Zok_tools2001052025-06-18
2026-08-12T05:33:21Zok_tools2001602025-06-18

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.energyaisolution/energyai.svg)](https://robinsaige.com/s/com.energyaisolution/energyai)

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