Did It Work?
by FastDrop
Charity evidence for AI agents: cited evaluator figures, caveats and an outcome ledger. Read-only.
Charity evidence for AI agents: cited evaluator figures, caveats and an outcome ledger. Read-only. Official MCP Registry: org.diditwork/did-it-work@0.2.16. Remote endpoint: https://api.diditwork.org/mcp
Problem it solves
Discoverable MCP server listed in the official MCP Registry.
How it's different
Remote MCP endpoint ingested from the official registry and probed by FastDrop.
Ingested from the official MCP Registry
FastDrop pulled this entry from the official MCP Registry as org.diditwork/did-it-work and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed
and the description is not theirs.
If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.
Claim this listingTools this endpoint exposes
Read directly from the endpoint on 25 Oct 2026. Not supplied by the maker.
get_metaAPI version, discovery links, Wave BI provenance, and Wave CE/DD reproducibility audit snapshot fields so agents can prove which product_version + data_snapshot_id + claims_index_fingerprint they rank
recommend_charityConviction-ranked orgs for one outcome family. Pass values_profile_id (preferred) and/or outcome. Returns values_filtering + exclusions[] with why-filtered reasons (never silent red-line drops). Does
list_leaderboardsPer-outcome-family leaderboards from data/ranking/leaderboards.json. Omit outcome to list all families (response includes ADR 0007 disclaimer — mixes_units_in_ranking:false; boards do not cross-mix WE
get_review_queueHuman exception-review queue (read-only). Returns items from data/review/queue.json for Ho Hum (sole human operator). Default status=open; pass status=all for history. Approve/reject is offline file e
compare_charitiesSide-by-side claims, recommendation tiers, and trust for two or more org_* ids.
estimate_impactModeled expected outcomes from verified org claims scaled by gift_usd. Always modeled:true and guaranteed:false. Never invents CE; returns insufficient_data when no usable verified unit.
get_orgFetch one organization / program / fund record by stable org_* id.
search_orgsHeuristic search by cause, outcome family, or donor intent phrase. Prefer recommend_charity when the user wants ranked 'best for outcome' results.
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Matched on shared tags and the tools their MCP servers actually expose.
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