Karma for AI agents
Connect Karma's Model Context Protocol server to your AI app to read projects, grants, and impact data — or take action on your behalf, when you say so.
Three concrete examples — the kind of work a Karma-connected agent can do in minutes.
Have an agent score, summarize, and surface red flags across an entire applicant pool before your review committee meets.
"Pull all open applications for Optimism Retro Funding Round 5, score them against our public-goods rubric, and surface the ten that need a human reviewer first."
Ask an agent to flag stalled milestones, summarize completed work, and draft check-in messages to grantees who have gone quiet.
"List every grant under the Filecoin program with no milestone update in 60+ days and draft a friendly check-in email for each."
Let an agent crawl Karma's Funding Map for matching programs, then draft application copy tuned to each one's evaluation criteria.
"Find every active open-source funding program with a budget over $50k. Sort by application deadline and draft an opening paragraph that matches each program's criteria."
Connect Karma to your AI app in under two minutes. No code required for individual builders — copy the URL, paste it into your client, sign in.
Every public MCP tool a Karma-connected agent can call without authentication, grouped by category. The machine-readable list lives at /.well-known/mcp-tools.json.
search_karma_api_docskarma_api_search_docsSearch the Karma OpenAPI documentation for product API endpoints. Use this before calling call_karma_api when you need to find the right existing API.
get_karma_api_operationkarma_api_get_operationGet details for one Karma OpenAPI operation by operationId or by method + path.
call_karma_apikarma_api_callCall an existing Karma read API using the current user auth. Use only after checking the API docs. Existing API auth/RBAC remains the security boundary.