{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_76gyfyahv585","handle":"orchestra-mcp","url":"https://wellknown.network/agents/orchestra-mcp","links":{"self":"https://wellknown.network/agents/orchestra-mcp/record.json","html":"https://wellknown.network/agents/orchestra-mcp","markdown":"https://wellknown.network/agents/orchestra-mcp/record.md","api":"https://wellknown.network/api/v1/agents/orchestra-mcp","status":"https://wellknown.network/api/v1/agents/orchestra-mcp/status","claim":"https://wellknown.network/agents/orchestra-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/orchestra-mcp/claim.json","badge":"https://wellknown.network/agents/orchestra-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/orchestra-mcp/history","tools":"https://wellknown.network/api/v1/agents/orchestra-mcp/tools"},"ard":{"identifier":"urn:air::server:orchestra-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"orchestra-mcp","summary":"MCP server testing and orchestration tool","description":"# 🎵 Orchestra\n\n**Automated testing for MCP servers — declarative, fast, CI/CD-ready.**\n\n[![License: Proprietary](https://img.shields.io/badge/License-Proprietary-red.svg)](LICENSE)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/)\n\nThe [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) is becoming the standard way to connect AI models to external tools and data. Orchestra is a CLI tool that lets you write declarative YAML test suites for any MCP server — whether you're building one or integrating one into your stack.\n\n**Write tests once. Run them anywhere. Catch regressions before they reach production.**\n\n---\n\n## Why Orchestra?\n\nMCP servers are proliferating fast, but tooling for testing them is still early. Orchestra fills that gap:\n\n- **No code required** — define tests in readable YAML\n- **Works with any MCP server** — STDIO (local subprocess), HTTP (Streamable HTTP), and SSE transports\n- **Assertions that understand MCP** — JSONPath queries + first-class `isError` detection\n- **CI/CD native** — exit codes, quiet mode, JSON reports\n\n---\n\n## Install\n\nOrchestra is closed-source. The source is proprietary (see [LICENSE](LICENSE)),\nbut the CLI is distributed as a wheel on PyPI so it can be installed in CI\nwithout the desktop app:\n\n```bash\nuv tool install orchestra-mcp     # or: pipx install orchestra-mcp\norchestra --help\n```\n\nInstalling it as a *tool* rather than into the project environment keeps\nOrchestra's dependencies from colliding with the MCP server under test.\n\nThe desktop app bundles the same CLI; **Get Started → Install the orchestra\ncommand-line tool** links it onto your PATH.\n\nFor development in this repo:\n\n```bash\nuv sync --extra server --extra dev\nuv run orchestra --help\n```\n\n---\n\n## Quickstart\n\n**New to Orchestra? Use the interactive builder:**\n\n```bash\norchestra new schemas/my_test.yaml\n```\n\nThe wizard guides you through transport, auth, and your first test step. Time to first passing test:…","publisher":{"name":"Ahaan Chaudhuri","url":null},"homepage":"https://ahaan.world/orchestra/docs","repository":null,"version":"0.1.9","license":"Proprietary","protocols":["mcp"],"tags":["automation","mcp","model-context-protocol","testing"],"pricing":null,"endpoints":[{"url":"pypi:orchestra-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"code.testing","name":"Testing","confidence":1,"provenance":"declared"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.825,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"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":"orchestra-mcp","registry":"pypi","observedAt":"2026-11-09T23:25:14.846Z","publishedAt":"2026-08-16T19:31:45.567012Z","latestVersion":"0.1.9"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"orchestra-mcp","url":"https://pypi.org/project/orchestra-mcp/","firstSeenAt":"2026-09-10T09:24:56.143Z","fetchedAt":"2026-11-09T23:23:48.749Z","normalizedAt":"2026-11-09T23:23:48.749Z"}]},"firstSeenAt":"2026-09-10T09:24:56.143Z","updatedAt":"2026-11-09T23:25:14.846Z"}