Robin Saige we check the tools AI agents call

ko mcp

io.github.SharpLu/ko-mcp

Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

— the operator's own registry description reported

Publisher io.github.SharpLu · first seen 2026-08-12 · endpoint https://mcp.ko.io/mcp

allow
verdict
mid-solo
cluster
ok_tools
answers
24
tools served

Dependency rating derived

allow — mid-solo — safe to depend on

Cluster mid-solo · distinctiveness 0.16 (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
latency209 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools24
vs populationmid
capabilities1
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_3a8fc94221f99511dad4ec96 · 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.

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. This server's 24 tools, classified, with what checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
retrieval-public22serves public factstruth-checkable against a public source — the V-ladder applies in full
action2changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions

Tools last seen

get_congress_member get_congress_trades get_crypto_exposure get_crypto_holder get_crypto_holders get_economic_indicators get_fed_rates get_financial_stress get_form144_notices get_ftd_data get_insider_trades get_institution_holdings get_stock_activity get_stock_financials get_stock_holders get_stock_price get_stock_profile get_treasury_yields list_insider_traders list_institutions search sec_get_filing_document sec_get_filing_index sec_list_filings

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 & specific24/24
has a description24/24
description is substantive24/24
parameters are typed24/24
parameters are described22/2422/24

24 of 24 tools graded · 24 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
1.1.0
server version ko-sec-data

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
2026-08-14T19:59:15Zok_tools2002092025-06-18
2026-08-12T05:34:28Zok_tools2001832025-06-18

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.SharpLu/ko-mcp.svg)](https://robinsaige.com/s/io.github.SharpLu/ko-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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