{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qs53d32ckzgr","handle":"tambora-mcp","url":"https://wellknown.network/agents/tambora-mcp","links":{"self":"https://wellknown.network/agents/tambora-mcp/record.json","html":"https://wellknown.network/agents/tambora-mcp","markdown":"https://wellknown.network/agents/tambora-mcp/record.md","api":"https://wellknown.network/api/v1/agents/tambora-mcp","status":"https://wellknown.network/api/v1/agents/tambora-mcp/status","claim":"https://wellknown.network/agents/tambora-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/tambora-mcp/claim.json","badge":"https://wellknown.network/agents/tambora-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/tambora-mcp/history","tools":"https://wellknown.network/api/v1/agents/tambora-mcp/tools"},"ard":{"identifier":"urn:air::server:tambora-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"tambora-mcp","summary":"MCP server for Tambora test case management","description":"# tambora-mcp\n\nMCP server that exposes [Tambora](https://tambora.io) test case management operations as native tools for Claude. Allows Claude to create test cases, manage test runs, and list existing tests without generating and executing scripts manually.\n\n## Requirements\n\n- Python 3.10+\n- A running Tambora instance with API access\n- Claude Code (claude.ai/code) or any MCP-compatible client\n\n---\n\n## Installation\n\n### Option A — No install, via `uvx` (recommended)\n\nIf you have [uv](https://docs.astral.sh/uv/) installed, you don't need to install anything up front — point your MCP client at `uvx tambora-mcp@latest` (see [MCP Setup](#mcp-setup-in-claude-code) below). The `@latest` suffix matters: without it, `uvx` resolves the version once and reuses that cached environment on later runs instead of re-checking PyPI.\n\n### Option B — Persistent install from PyPI\n\n```bash\npip install tambora-mcp\n```\n\nTo install a specific version:\n\n```bash\npip install tambora-mcp==0.6.0\n```\n\n### Option C — Local development (contributors/maintainers)\n\n```bash\ngit clone https://github.com/koombea/tambora-mcp.git\ncd tambora-mcp\npip install -e .\n```\n\n### Verify installation\n\n```bash\ntambora-mcp --help\n```\n\n---\n\n## MCP Setup in Claude Code\n\n### 1. Locate or create your `.mcp.json`\n\nThe `.mcp.json` file lives at the root of your project (project-level) or at `~/.claude/mcp.json` (global).\n\n### 2. Add the tambora server\n\nRecommended — no install step, via `uvx`:\n\n```json\n{\n  \"mcpServers\": {\n    \"tambora\": {\n      \"command\": \"uvx\",\n      \"args\": [\"tambora-mcp@latest\"],\n      \"env\": {\n        \"TAMBORA_API_KEY\": \"your-api-key\"\n      }\n    }\n  }\n}\n```\n\nAlternative — if you already did a persistent `pip install tambora-mcp`:\n\n```json\n{\n  \"mcpServers\": {\n    \"tambora\": {\n      \"command\": \"tambora-mcp\",\n      \"env\": {\n        \"TAMBORA_API_KEY\": \"your-api-key\"\n      }\n    }\n  }\n}\n```\n\n| Variable | Description |\n|---|---|\n| `TAMBORA_API_KEY` | API key for authentication. A single key can access multi…","publisher":null,"homepage":"https://github.com/koombea/tambora-mcp","repository":"https://github.com/koombea/tambora-mcp","version":"3.0.2","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:tambora-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":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["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":"tambora-mcp","registry":"pypi","observedAt":"2026-11-04T02:26:17.538Z","publishedAt":"2026-09-23T16:21:45.926793Z","latestVersion":"3.0.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"tambora-mcp","url":"https://pypi.org/project/tambora-mcp/","firstSeenAt":"2026-09-10T13:20:49.556Z","fetchedAt":"2026-11-04T02:24:17.421Z","normalizedAt":"2026-11-04T02:24:17.421Z"}]},"firstSeenAt":"2026-09-10T13:20:49.556Z","updatedAt":"2026-11-04T02:26:17.538Z"}