Robin Saige we check the tools AI agents call

AgentFeed

io.github.seekdaseek/agentfeed

AgentFeed: 47 tools — our own liquidation tape + tokenized-equity peg data, paid in USDC.

— the operator's own registry description reported

Publisher io.github.seekdaseek · first seen 2026-08-12 · endpoint https://x402.ochinimus.app/mcp

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
51
tools served

Dependency rating derived

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

Cluster rich-slow-solo · distinctiveness 0.521 (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
latency423 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools51
vs populationhigh
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_23833667ffe39a2ea79c6bd6 · 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

get_basis get_btc_price get_cascade_alert get_cascade_forecast get_cascade_forecast_free get_cascade_history get_cascade_scan get_dex_quote get_fear_greed get_forecast_question get_forecast_record get_funding_cross get_funding_extremes get_funding_history get_funding_rate get_jito_tips get_last_liquidation get_liq_heatmap get_liq_history get_liquidation_leaders get_liquidation_stats get_long_short get_market_snapshot get_oi_spike_scan get_open_interest get_orderbook_imbalance get_orderbook_walls get_peg_deviation get_peg_sessions get_peg_universe get_positioning get_priority_fees get_recent_liquidations get_sharp_move get_sol_network get_sol_price get_spread_arb get_squeeze_score get_stablecoin_flows get_token_holders get_token_metadata get_token_risk get_top_movers get_trade_context get_tvl get_venue_liq_share get_volatility get_wallet_activity get_wallet_holdings get_whale_trades pricing

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 & specific51/51
has a description51/51
description is substantive51/51
parameters are typed51/51
parameters are described50/5150/51

51 of 51 tools graded · 51 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 agentfeed

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
2026-08-14T20:00:11Zok_tools2004232025-06-18
2026-08-12T05:35:24Zok_tools2003372025-06-18

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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.seekdaseek/agentfeed.svg)](https://robinsaige.com/s/io.github.seekdaseek/agentfeed)

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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