Robin Saige we check the tools AI agents call

Sats4AI - Bitcoin-Powered AI Tools

io.github.cnghockey/sats4ai

40+ Lightning-paid AI tools for agents: calls, SMS, fax, voice, translation. No signup, no keys.

— the operator's own registry description reported

Publisher io.github.cnghockey · first seen 2026-08-12 · endpoint https://sats4ai.com/api/mcp

allow
verdict
stale-rich-solo
cluster
ok_tools
answers
53
tools served

Dependency rating derived

allow — stale-rich-solo — safe to depend on

Cluster stale-rich-solo · distinctiveness 0.505 (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
latency73 ms
vs populationtypical
protocolstale
authopen
Use — can it use it?
tools53
vs populationhigh
capabilities2
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_77bb65443f1861b09ea42c9c · 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

ai_call analyze_image animate_image await_result boardingpass_wallet check_job_status check_payment_status clone_voice colorize_image confirm_ai_call convert_file convert_html_to_pdf create_payment deblur_image detect_nsfw detect_objects e_signature edit_image end_voice_bridge epub_to_audiobook extract_document extract_receipt generate_3d_model generate_image generate_music generate_text generate_video get_cost_estimate get_error_codes get_job_result get_model_pricing list_models list_planned_services merge_pdfs open_voice_bridge place_call poll_voice_bridge receive_fax remove_background remove_object request_refund restore_face send_email send_fax send_sms text_to_speech transcribe_audio transcribe_translate translate_rare_language translate_text upscale_image voice_bridge_say vote_on_service

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 & specific53/53
has a description53/53
description is substantive53/53
parameters are typed52/52
parameters are described52/52

53 of 53 tools graded · 52 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

2024-11-05
protocol version
session model
1.0.0
server version sats4ai-mcp

Capabilities: 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 (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
2026-08-14T19:59:27Zok_tools200732024-11-05
2026-08-12T05:34:39Zok_tools200892024-11-05

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.cnghockey/sats4ai.svg)](https://robinsaige.com/s/io.github.cnghockey/sats4ai)

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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