find_yc_companies

shallow

com.thenextgennexus/sales-intelligence-mcp · Verify this server

Find Y Combinator companies, optionally filtered by batch (e.g. "W26", "S25") or status ("Active", "Acquired", "Public"). Wraps `nexgendata/yc-companies-directory-scraper`. Returns the YC directory entries (company name, batch, description, website, industries, location, status). Args: batch: Batch code such as "W26", "S25", "F24". stage: Status filter, e.g. "Active", "Acquired", "Public".

50.0/100

2 trials · measured 8 days ago

find_yc_companies scores 50.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against com.thenextgennexus/sales-intelligence-mcp, measured 25 Aug 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
Credential class
unreachable
Category
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
read-onlyHeuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.

Score history

DayScoreTierMethodology
2026-08-2550.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1
sample_callfail: 1

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

Embed this score

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

Vouch score: find_yc_companies
[![Vouch score](https://vouch.tools/api/tools/6396f223-77b3-46fd-ac9d-ca64abef140b/badge.svg)](https://vouch.tools/tools/6396f223-77b3-46fd-ac9d-ca64abef140b)
find_yc_companies — Vouch