{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xcqehfzcqv83","handle":"mcp-agent-orchestrator","url":"https://wellknown.network/agents/mcp-agent-orchestrator","links":{"self":"https://wellknown.network/agents/mcp-agent-orchestrator/record.json","html":"https://wellknown.network/agents/mcp-agent-orchestrator","markdown":"https://wellknown.network/agents/mcp-agent-orchestrator/record.md","api":"https://wellknown.network/api/v1/agents/mcp-agent-orchestrator","status":"https://wellknown.network/api/v1/agents/mcp-agent-orchestrator/status","claim":"https://wellknown.network/agents/mcp-agent-orchestrator/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-agent-orchestrator/claim.json","badge":"https://wellknown.network/agents/mcp-agent-orchestrator/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-agent-orchestrator/history","tools":"https://wellknown.network/api/v1/agents/mcp-agent-orchestrator/tools"},"ard":{"identifier":"urn:air::server:mcp-agent-orchestrator","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-agent-orchestrator","summary":"MCP server for orchestration, lane management, worker daemons, and turn metrics.","description":"# Agent Orchestrator MCP\n\nMCP server for orchestration, lane management, worker daemons, review dispatch, and ACE metrics.\n\n## Installation\n\n### From PyPI (recommended)\n\n```bash\npip install mcp-agent-orchestrator\n# or, as an isolated tool:\nuv tool install mcp-agent-orchestrator\n# or, ad-hoc without installing:\nuvx mcp-agent-orchestrator --help\n```\n\n`mcp-agent-orchestrator` declares `mcp-agent-handoff>=0.5.0,<0.6.0` as a\nrequired dependency; pip resolves it from PyPI automatically.\n`codex-subagent-bridge` remains optional unless you want the local\nbridge backend.\n\n### From the monorepo source tree (development)\n\nFrom this package root inside `agentic-protocol-monorepo`:\n\n```bash\ncd packages/mcp-agent-orchestrator\npython -m pip install -e \".[dev]\"\n```\n\nWhen developing both MCP servers in lockstep, install the sibling\nhandoff package as an editable first so the orchestrator picks it up:\n\n```bash\npip install -e ../mcp-agent-handoff\npip install -e \".[dev]\"\n```\n\n## Development\n\nRun package-local commands from the package root:\n\n```bash\nmake lint-orchestrator\nmake fix-lint-orchestrator\nmake format-orchestrator\nmake mypy-orchestrator\nmake test-orchestrator\nmake check-orchestrator\n```\n\nThe package Makefile keeps `codex-subagent-bridge` as an optional sibling source path for local bridge-backend development, but it expects `mcp-agent-handoff` to be installed as a normal package dependency.\n\nDirect commands also work:\n\n```bash\nPYTHONPATH=src python -m ruff check src tests\nPYTHONPATH=src python -m mypy src\nPYTHONPATH=src python -m pytest tests -q\n```\n\n## Token-Efficient Usage\n\nFor bounded reads and compact caller patterns, follow the shared guide in [`packages/mcp-agent-handoff/docs/guides/token-efficient-usage.md`](../mcp-agent-handoff/docs/guides/token-efficient-usage.md). The orchestrator package reuses that guidance instead of maintaining a separate copy of the same parameter semantics.\n\n## Runtime Notes\n\nThis package orchestrates work against a target workspace. The works…","publisher":null,"homepage":"https://github.com/darce/agentic-protocol-monorepo","repository":"https://github.com/darce/agentic-protocol-monorepo/blob/main/packages/mcp-agent-orchestrator/CHANGELOG.md","version":"0.4.7","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-agent-orchestrator","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":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["automation","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-agent-orchestrator","registry":"pypi","observedAt":"2026-10-28T09:23:15.583Z","publishedAt":"2026-05-17T02:13:59.978660Z","latestVersion":"0.4.7"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-agent-orchestrator","url":"https://pypi.org/project/mcp-agent-orchestrator/","firstSeenAt":"2026-09-10T00:23:19.615Z","fetchedAt":"2026-10-28T09:22:28.541Z","normalizedAt":"2026-10-28T09:22:28.541Z"}]},"firstSeenAt":"2026-09-10T00:23:19.615Z","updatedAt":"2026-10-28T09:23:15.583Z"}