{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_txg5jnsrrj2x","handle":"testio-mcp","url":"https://wellknown.network/agents/testio-mcp","links":{"self":"https://wellknown.network/agents/testio-mcp/record.json","html":"https://wellknown.network/agents/testio-mcp","markdown":"https://wellknown.network/agents/testio-mcp/record.md","api":"https://wellknown.network/api/v1/agents/testio-mcp","status":"https://wellknown.network/api/v1/agents/testio-mcp/status","claim":"https://wellknown.network/agents/testio-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/testio-mcp/claim.json","badge":"https://wellknown.network/agents/testio-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:testio-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"testio-mcp","summary":"Model Context Protocol server for TestIO Customer API integration","description":"# TestIO MCP Server\n\nQuery TestIO test data through AI tools - no UI required.\n\n[![Python 3.12+](https://img.shields.io/badge/python-3.12+-blue.svg)](https://www.python.org/downloads/)\n[![FastMCP](https://img.shields.io/badge/FastMCP-2.12+-green.svg)](https://github.com/jlowin/fastmcp)\n\n---\n\n## Quick Start\n\n**Get started in 3 steps:**\n\n### 1. Setup (One-time configuration)\n```bash\nuvx testio-mcp setup\n```\nCreates `~/.testio-mcp.env` with your API credentials and preferences.\n\nReference docs are copied to `~/.testio-mcp/` including `.env.example` for all available options.\n\n### 2. Sync Data\n```bash\nuvx testio-mcp sync\n```\nLoads your products, features, and tests into local cache (~30s-2min).\n\n### 3. Start Server\n```bash\nuvx testio-mcp serve --transport http\n```\nRuns at http://127.0.0.1:8080 (keep terminal open).\n\n**Next:** Configure your AI client → [MCP_SETUP.md](MCP_SETUP.md)\n\n**Optional:** Open http://127.0.0.1:8080/docs for interactive API explorer.\n\n---\n\n## Access Methods\n\n| Method | Endpoint | Best For |\n|--------|----------|----------|\n| **MCP** | `http://127.0.0.1:8080/mcp` | Claude, Cursor, AI assistants |\n| **REST** | `http://127.0.0.1:8080/api/*` | Scripts, dashboards, integrations |\n| **Swagger** | `http://127.0.0.1:8080/docs` | API exploration, testing |\n\n### Example: Same Query, Two Ways\n\n```bash\n# Via AI (MCP)\n\"What's the status of test 109363?\"\n\n# Via REST\ncurl \"http://127.0.0.1:8080/api/tests/109363/summary?customer=canva\"\n```\n\n---\n\n## Tools (17)\n\n### Data Discovery\n| Tool | Example Query |\n|------|---------------|\n| `list_products` | \"Show all mobile apps\" |\n| `list_tests` | \"List running tests for product 598\" |\n| `list_features` | \"What features does product 598 have?\" |\n| `list_users` | \"Who are our testers?\" |\n| `list_bugs` | \"Show critical bugs for test 109363\" |\n\n### Entity Summaries\n| Tool | Example Query |\n|------|---------------|\n| `get_test_summary` | \"Status of test 109363\" |\n| `get_product_summary` | \"Overview of product 598\" |\n| `get_f…","publisher":{"name":"TestIO MCP Team","url":null},"homepage":"https://github.com/test-IO/customer-mcp#readme","repository":"https://github.com/test-IO/customer-mcp#readme","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["ai","api","llm","mcp","model-context-protocol","testio"],"pricing":null,"endpoints":[{"url":"pypi:testio-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.apis","name":"API Access","confidence":0.859,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"}],"categories":["data","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":"testio-mcp","registry":"pypi","observedAt":"2026-09-10T14:24:16.624Z","publishedAt":"2026-04-09T04:04:20.552559Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"testio-mcp","url":"https://pypi.org/project/testio-mcp/","firstSeenAt":"2026-09-10T14:22:05.270Z","fetchedAt":"2026-09-10T14:22:05.270Z","normalizedAt":"2026-09-10T14:22:05.270Z"}]},"firstSeenAt":"2026-09-10T14:22:05.270Z","updatedAt":"2026-09-10T14:24:16.624Z"}