NGOPilotMCP

NGOPilotMCP

Local MCP server exposing four stateful NGO workflow tools for paper form conversion, meeting notes, government form filling, and roster scheduling.

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README

NGOPilot

NGOPilot is a local AI agent tailored for NGO operations. It combines the rebranded agent harness with NGOPilot MCP tools for CareFlow and roster workflows.

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 a first-party stdio extension and retains ownership of workflow validation, durable jobs, review state, and delivered artifacts.

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

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