Robin Saige we check the tools AI agents call

WhaleScope MCP

io.github.osindo-dev/whalescope-mcp

Binance Futures market intelligence: funding, OI, order book, klines, cross-exchange comparison.

— the operator's own registry description reported

Publisher io.github.osindo-dev · first seen 2026-08-12 · endpoint https://whalescope-mcp.jaringan.dev/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
34
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.255 (typical). 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
latency186 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools34
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_d20c48e1011059e0692bb2a5 · 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

binance_analyze_pair binance_backtest_signal binance_check_spot_listing binance_compare_symbols binance_detect_mm_activity binance_get_24hr_ticker binance_get_agg_trades binance_get_basis_history binance_get_funding_rate binance_get_funding_rate_history binance_get_klines binance_get_liquidation_history binance_get_long_short_ratio binance_get_multi_timeframe_bias binance_get_open_interest binance_get_open_interest_history binance_get_order_book_depth binance_get_order_book_imbalance binance_get_pair_threshold binance_get_realized_volatility binance_get_spot_agg_trades binance_get_spot_avg_price binance_get_spot_book_ticker binance_get_spot_klines binance_get_spot_order_book binance_get_spot_price binance_get_spot_ticker_24hr binance_get_taker_volume_ratio binance_get_tool_catalog binance_get_top_trader_ratio binance_market_regime binance_scan_funding_extremes binance_set_pair_threshold whalescope_compare_funding_across_exchanges

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 & specific34/34
has a description34/34
description is substantive34/34
parameters are typed34/34
parameters are described33/3433/34

34 of 34 tools graded · 34 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 whalescope-mcp

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 (1 shown, 2026-08-14 → 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
2026-08-14outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:59:55Zok_tools2001862025-06-18

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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.osindo-dev/whalescope-mcp.svg)](https://robinsaige.com/s/io.github.osindo-dev/whalescope-mcp)

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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