OrangeproAI/orangepro-mcp

OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.

About orangepro-mcp

Find the behaviors your tests miss. Generate grounded tests that actually run.

opro builds a knowledge graph from your local checkout, maps every behavior in your code, shows which ones are tested and which aren't, and generates integration-level tests grounded in real symbols — not hallucinated imports. It runs as a CLI and a local stdio MCP server.

Install the target repository's dependencies first, then run OrangePro from that repository:

With no model key, the same command still performs deterministic analysis, renders the report, and dynamically proves eligible behaviors using existing tests. With a key, it also discovers AI candidate flows and drafts grounded tests for the highest-risk gaps. AI output never changes evidence tiers; only the mutation-kill oracle can mint Dynamically Proven.

Run opro export when you want a machine-readable evidence pack.

OrangePro runs as an MCP server. Any MCP-compatible agent (Cursor, Claude Code, Codex, Copilot, OpenCode) can drive it.

If you already have opro on your PATH, print the exact config for your client:

No global install is required. These commands use the published package:

Client Config location --- --- Claude Code .mcp.json or ~/.claude.json Cursor ~/.cursor/mcp.json or Settings → MCP Codex Config printed by opro agent --client codex or npx -y @orangepro/mcp-server@latest agent --client codex VS Code / Copilot MCP settings; use the generic config if your client accepts raw MCP server JSON OpenCode Config printed by opro agent --client opencode

From the project README.

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