NGOPilot

NGOPilot

NGOPilot is a local AI agent tailored for NGO operations. It combines therebranded agent harness with NGOPilot MCP tools for CareFlow and rosterworkflows.

Repository Layout

• harness bone/: NGOPilot agent runtime, CLI, and desktop application
• MCPcode/: NGOPilot MCP server and four stateful NGO workflow tools
• algo-dependencies/CareFlow/: CareFlow algorithm dependency source
• algo-dependencies/RosterCopiilot/: roster algorithm dependency source

The product exposes one user-facing agent: NGOPilot. The MCP server runs as afirst-party stdio extension and retains ownership of workflow validation,durable jobs, review state, and delivered artifacts.

See Agent-MCP Architecture Design Plan.mdfor the product architecture andMCP-pre-build algorithm design plan.mdfor the MCP and algorithm boundaries.