{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_adgzpecytnpb","handle":"tram-mcp","url":"https://wellknown.network/agents/tram-mcp","links":{"self":"https://wellknown.network/agents/tram-mcp/record.json","html":"https://wellknown.network/agents/tram-mcp","markdown":"https://wellknown.network/agents/tram-mcp/record.md","api":"https://wellknown.network/api/v1/agents/tram-mcp","status":"https://wellknown.network/api/v1/agents/tram-mcp/status","claim":"https://wellknown.network/agents/tram-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/tram-mcp/claim.json","badge":"https://wellknown.network/agents/tram-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/tram-mcp/history","tools":"https://wellknown.network/api/v1/agents/tram-mcp/tools"},"ard":{"identifier":"urn:air::server:tram-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"tram-mcp","summary":"MCP server exposing TestRail API endpoints as tools for LLMs","description":"# TestRail MCP Server\n\n[![Tests](https://github.com/trtmn/tram-mcp/actions/workflows/tests.yml/badge.svg)](https://github.com/trtmn/tram-mcp/actions/workflows/tests.yml)\n[![Python 3.11 | 3.12 | 3.13](https://img.shields.io/badge/python-3.11%20|%203.12%20|%203.13-blue?logo=python&logoColor=white)](https://pypi.org/project/tram-mcp/)\n[![PyPI - Version](https://img.shields.io/pypi/v/tram-mcp?label=Latest%20Version)](https://pypi.org/project/tram-mcp/)\n[![PyPI - Downloads](https://img.shields.io/pypi/dm/tram-mcp?color=purple)](https://pypi.org/project/tram-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nConnect your AI coding assistant to [TestRail](https://www.testrail.com/) — manage test cases, runs, results, and more directly from VS Code, Cursor, Claude Desktop, or Claude Code. Built on the [Model Context Protocol](https://modelcontextprotocol.io/) and powered by [`testrail_api_module`](https://github.com/trtmn/testrail_api_module).\n\n## Features\n\n- **Dynamic tool discovery** — endpoints are introspected from `testrail_api_module` at startup, so new API coverage is picked up automatically\n- **LLM-friendly** — instead of registering hundreds of tools, provides a category-based discovery pattern so models can explore available operations without being overwhelmed\n\n## Requirements\n\n- Python 3.11+\n- [uv](https://docs.astral.sh/uv/)\n\n## Installation\n\n### Step 1 — Install `tram-mcp` once\n\n```bash\nuv tool install tram-mcp\n```\n\nThis puts a `tram-mcp` binary on your `PATH` (typically `~/.local/bin/tram-mcp`\non macOS/Linux, `%APPDATA%\\Python\\Scripts\\tram-mcp.exe` on Windows).\n\n`tram-mcp` then auto-updates itself: on launch (at most once per day) it\nspawns a detached `uv tool upgrade tram-mcp` in the background. The current\nprocess keeps running on the existing binary; the upgrade lands on the next\nlaunch. Set `TRAM_MCP_NO_AUTO_UPDATE=1` to disable, or run\n`uv tool upgrade tram-mcp` manually anytime.\n\n> **Why t…","publisher":null,"homepage":"https://github.com/trtmn/tram-mcp","repository":"https://github.com/trtmn/tram-mcp","version":"0.6.0","license":null,"protocols":["mcp"],"tags":["api","llm","mcp","model-context-protocol","testing","testrail"],"pricing":null,"endpoints":[{"url":"pypi:tram-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.testing","name":"Testing","confidence":1,"provenance":"declared"}],"categories":["code"],"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":"tram-mcp","registry":"pypi","observedAt":"2026-10-29T00:27:17.992Z","publishedAt":"2026-05-26T22:06:16.449910Z","latestVersion":"0.6.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"tram-mcp","url":"https://pypi.org/project/tram-mcp/","firstSeenAt":"2026-09-10T14:23:08.978Z","fetchedAt":"2026-10-29T00:26:10.032Z","normalizedAt":"2026-10-29T00:26:10.032Z"}]},"firstSeenAt":"2026-09-10T14:23:08.978Z","updatedAt":"2026-10-29T00:27:17.992Z"}