Robin Saige we check the tools AI agents call

Gate MCP

io.github.gateio-dev/gate-mcp

Public Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.

— the operator's own registry description reported

Publisher io.github.gateio-dev · first seen 2026-08-12 · endpoint https://api.gatemcp.ai/mcp

allow
verdict
rich-slow-shared
cluster
ok_tools
answers
63
tools served

Dependency rating derived

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

Cluster rich-slow-shared · distinctiveness 0.653 (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
latency950 ms
vs populationslow
protocolcurrent
authopen
Use — can it use it?
tools63
vs populationhigh
capabilities2
harnessA
Trust — can it rely on it?
identityshared
servers on its host5
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_e26611ad6d3c5b9c323348d2 · 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

cex_activity_list_activity_types cex_alpha_list_alpha_currencies cex_alpha_list_alpha_tickers cex_alpha_list_alpha_tokens cex_dc_get_dc_contract cex_dc_list_dc_candlesticks cex_dc_list_dc_contracts cex_dc_list_dc_insurance_ledger cex_dc_list_dc_order_book cex_dc_list_dc_risk_limit_tiers cex_dc_list_dc_tickers cex_dc_list_dc_trades cex_earn_list_dual_investment_plans cex_earn_list_earn_fixed_term_products cex_earn_list_earn_fixed_term_products_by_asset cex_earn_list_uni_currencies cex_fx_get_fx_candlesticks cex_fx_get_fx_contract cex_fx_get_fx_funding_rate cex_fx_get_fx_order_book cex_fx_get_fx_premium_index cex_fx_get_fx_risk_limit_table cex_fx_get_fx_tickers cex_fx_get_fx_trades cex_fx_get_index_constituents cex_fx_list_batch_fx_funding_rates cex_fx_list_contract_stats cex_fx_list_fx_contracts cex_fx_list_fx_insurance_ledger cex_fx_list_fx_liq_orders cex_launch_get_candy_drop_activity_list_v4 cex_launch_get_candy_drop_activity_rules_v4 cex_launch_get_hodler_airdrop_project_list cex_launch_list_launch_pool_projects cex_margin_get_market_margin_tier cex_margin_get_uni_currency_pair cex_margin_list_uni_currency_pairs cex_mcl_get_multi_collateral_current_rate cex_mcl_get_multi_collateral_fix_rate cex_mcl_get_multi_collateral_ltv cex_mcl_list_multi_collateral_currencies cex_options_get_options_contract cex_options_get_options_settlement cex_options_list_options_candlesticks cex_options_list_options_contracts cex_options_list_options_expirations cex_options_list_options_order_book cex_options_list_options_settlements cex_options_list_options_tickers cex_options_list_options_trades cex_options_list_options_underlying_candlesticks cex_options_list_options_underlying_tickers cex_options_list_options_underlyings cex_spot_get_currency cex_spot_get_currency_pair cex_spot_get_spot_candlesticks cex_spot_get_spot_order_book cex_spot_get_spot_tickers cex_spot_get_spot_trades cex_spot_list_currencies cex_spot_list_currency_pairs cex_square_list_live_replay cex_square_list_square_ai_search

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 & specific63/63
has a description63/63
description is substantive31/6331/63
parameters are typed63/63
parameters are described63/63

63 of 63 tools graded · 63 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 gate-api-mcp-public

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
2026-08-14T19:59:33Zok_tools2009502025-06-18
2026-08-12T05:34:46Zok_tools2007242025-06-18

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

← overview