{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vr8284jfgz87","handle":"mcp-server-propel","url":"https://wellknown.network/agents/mcp-server-propel","links":{"self":"https://wellknown.network/agents/mcp-server-propel/record.json","html":"https://wellknown.network/agents/mcp-server-propel","markdown":"https://wellknown.network/agents/mcp-server-propel/record.md","api":"https://wellknown.network/api/v1/agents/mcp-server-propel","status":"https://wellknown.network/api/v1/agents/mcp-server-propel/status","claim":"https://wellknown.network/agents/mcp-server-propel/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-server-propel/claim.json","badge":"https://wellknown.network/agents/mcp-server-propel/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-server-propel/history","tools":"https://wellknown.network/api/v1/agents/mcp-server-propel/tools"},"ard":{"identifier":"urn:air::server:mcp-server-propel","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server-propel","summary":"MCP server for Propel code review API - submit git diffs for AI-powered code review","description":"# MCP Server for Propel\n\nSubmit git diffs for AI-powered code review directly from your IDE or terminal using the [Propel](https://propelcode.ai) code review platform.\n\n## Features\n\n- Submit git diffs for async code review\n- Automatically polls for results (reviews take 5-10 minutes)\n- Retrieve detailed review comments with file paths, line numbers, and severity\n- Quick status checks for in-progress reviews\n- Works with Claude Desktop, Cursor, Claude Code, Codex, and Windsurf\n\n## Requirements\n\n- Python 3.10 or higher (required by the [MCP Python SDK](https://github.com/modelcontextprotocol/python-sdk))\n\n## Installation\n\n### Recommended: Using `uvx` (no install needed)\n\n[`uvx`](https://docs.astral.sh/uv/) runs the server in an isolated environment automatically — no virtual environment setup, no dependency conflicts.\n\n```bash\n# Install uv if you don't have it\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n```\n\nNo further installation steps needed. Configure your client to use `uvx` directly (see Setup below).\n\n### Alternative: Using `pipx`\n\n[`pipx`](https://pipx.pypa.io/) installs the server in its own isolated environment:\n\n```bash\npipx install mcp-server-propel\n```\n\n### Alternative: Using `pip`\n\nUse a virtual environment to avoid conflicts with system packages:\n\n```bash\npython3 -m venv ~/.venvs/mcp-propel\nsource ~/.venvs/mcp-propel/bin/activate\npip install mcp-server-propel\n```\n\n> **Avoid installing with `pip` into your system Python.** System-managed packages (like `cffi`) can cause install failures. A virtual environment, `uvx`, or `pipx` avoids this entirely.\n\n## Setup\n\n### Step 1: Get your API token\n\nGet your Propel API token from [Propel Settings](https://app.propelcode.ai/administration/settings?tab=review-api-tokens). Your token needs `reviews:write` and `reviews:read` scopes.\n\n### Step 2: Configure your client\n\nChoose the setup instructions for your tool:\n\n- [Claude Desktop](#claude-desktop)\n- [Cursor](#cursor)\n- [Claude Code](#claude-code)\n- [Codex CLI](…","publisher":null,"homepage":"https://docs.propelcode.ai","repository":"https://github.com/propel/mcp-server-propel","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["code-review","diff","git","mcp","mcp-server","propel"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-propel","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"declared"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mcp-server-propel","registry":"pypi","observedAt":"2026-10-28T13:24:59.173Z","publishedAt":"2026-02-18T21:40:27.523514Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-server-propel","url":"https://pypi.org/project/mcp-server-propel/","firstSeenAt":"2026-09-10T04:22:07.323Z","fetchedAt":"2026-10-28T13:24:24.580Z","normalizedAt":"2026-10-28T13:24:24.580Z"}]},"firstSeenAt":"2026-09-10T04:22:07.323Z","updatedAt":"2026-10-28T13:24:59.173Z"}