list_cohorts

shallow

io.github.financeratecalc/frc-mcp · Verify this server

Ready-made public cohorts you can screen without uploading anything. Use this first when a user asks a counterparty or lender-comparison question but has no LEI list of their own, or wants a sensible default set. RETURNS: cohort ids, titles, the research question each one answers, LEI counts and each cohort's stated universe. Costs nothing and spends no credits. NOT FOR: individual applications or borrower data. Historical observation computed from the public CFPB HMDA 2025 record (actions 1,2,3; loan_type 2). Not a prediction about any individual application. Attribution: FinanceRateCalc, CC BY 4.0.

No longer in the registry. The MCP registry stopped listing this server as of 20 Oct 2026. This report card stays available because the measurement was real, but the tool is excluded from search, rankings, and Vouch’s corpus counts. A published behaviour score is never recomputed or removed — it reflects what was measured while the server was listed.

100.0/100

1 trials · measured 35 days ago

list_cohorts scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.financeratecalc/frc-mcp, measured 16 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-16100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: list_cohorts
[![Vouch score](https://vouch.tools/api/tools/6f2e50f2-f4dd-41be-904f-ff66043c5598/badge.svg)](https://vouch.tools/tools/6f2e50f2-f4dd-41be-904f-ff66043c5598)
list_cohorts — Vouch