find_funders_for_peers

shallow

io.github.Kindora-PBC/foundation-discovery · Verify this server

Find grantmakers that have ACTUALLY funded organizations LIKE the caller's, using the real 7.5M-edge who-funds-whom grant graph (IRS 990-PF, 2022-2026). This is the strongest free-tier prospecting move: collaborative-filtering peer prospecting, distinct from search_funders (name/topic lookup) and search_open_grants (active RFPs). HOW IT WORKS: for each peer organization, it looks up every foundation that granted to that peer, then merges funders across peers. A funder that gave to several of your peers ranks highest. Every result carries real grant evidence — which peers the funder funded and for how much. INPUTS (provide one): - peer_orgs (PREFERRED): names or 9-digit EINs of organizations LIKE the one you're raising for — peers, aspirational orgs, or orgs with a similar mission. The graph is keyed by recipient EIN, so naming real peers yields the sharpest evidence. Up to 12 are used. - org_description: a plain-language description of the nonprofit (mission, cause, who it serves). Fallback that resolves well-funded peers by keyword over the IRS BMF; prefer peer_orgs when you can name a few peers. RECOMMENDED WORKFLOW: establish the org's mission/cause, then name 2-5 peer organizations and call this tool. Deepen any candidate with get_funder_profile / get_foundation_grants (pass the returned ein).

100.0/100

1 trials · measured 8 days ago

find_funders_for_peers scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.Kindora-PBC/foundation-discovery, 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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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Vouch score: find_funders_for_peers
[![Vouch score](https://vouch.tools/api/tools/8eae25d6-1e26-420d-9b7b-844e80d188a1/badge.svg)](https://vouch.tools/tools/8eae25d6-1e26-420d-9b7b-844e80d188a1)
find_funders_for_peers — Vouch