{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_wydrmxza5emw","handle":"adaptorch-mcp","url":"https://wellknown.network/agents/adaptorch-mcp","links":{"self":"https://wellknown.network/agents/adaptorch-mcp/record.json","html":"https://wellknown.network/agents/adaptorch-mcp","markdown":"https://wellknown.network/agents/adaptorch-mcp/record.md","api":"https://wellknown.network/api/v1/agents/adaptorch-mcp","status":"https://wellknown.network/api/v1/agents/adaptorch-mcp/status","claim":"https://wellknown.network/agents/adaptorch-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/adaptorch-mcp/claim.json","badge":"https://wellknown.network/agents/adaptorch-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:adaptorch-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"adaptorch-mcp","summary":"Installable MCP bridge for AdaptOrch","description":"# adaptorch-mcp\n\nInstallable Python wrapper for the AdaptOrch MCP server.\n\nThe package runs a hardened facade over `adaptorch.mcp_server`, so routing and synthesis stay aligned with AdaptOrch core without copying those algorithms into the wrapper. The default `remote` exposure profile keeps local topology and trace oracles out of the public MCP surface.\n\n## Install\n\n```bash\npip install adaptorch-mcp\n```\n\nIf AdaptOrch is not published to your package index yet:\n\n```bash\npip install \"adaptorch[api] @ git+https://github.com/dmae97/adaptorch.git\"\npip install adaptorch-mcp\n```\n\nOne-shot with `uvx`:\n\n```bash\nuvx adaptorch-mcp --help\nuvx --with \"adaptorch[api] @ git+https://github.com/dmae97/adaptorch.git\" adaptorch-mcp --help\n```\n\nFor contributors inside this monorepo:\n\n```bash\nuv sync --all-packages --extra dev\nuv run adaptorch-mcp --help\n```\n\n## Run stdio MCP\n\nUse stdio for Claude Code, Claude Desktop, and other local MCP hosts. The upstream token is the AdaptOrch API key issued at `https://adaptorch.com/app/api-keys` (`ado_live_*`, or `ado_test_*` for test mode; legacy `ak_*` keys remain accepted).\n\n```bash\nexport ADAPTORCH_CONTROL_PLANE_TOKEN=\"<ado_live_your-key>\"\nadaptorch-mcp --transport stdio --base-url https://adaptorch.com\n```\n\nRuns submitted through this wrapper are stamped `metadata.connector_source=\"mcp\"` by the engine, so they appear in the dashboard MCP status card and `https://adaptorch.com/app/runs` for the key's tenant.\n\n## Run HTTP MCP\n\nUse HTTP for local gateways, reverse proxies, or remote MCP clients. Keep the client-facing MCP token separate from the upstream AdaptOrch token.\n\n```bash\nexport ADAPTORCH_CONTROL_PLANE_TOKEN=\"<upstream-adaptorch-token>\"\nexport ADAPTORCH_MCP_HTTP_AUTH_TOKEN=\"<client-facing-mcp-token>\"  # must differ from upstream\n\nadaptorch-mcp \\\n  --transport http \\\n  --base-url https://adaptorch.com \\\n  --http-host 127.0.0.1 \\\n  --http-port 8765 \\\n  --http-auth-token \"$ADAPTORCH_MCP_HTTP_AUTH_TOKEN\"\n```\n\nHealth and metrics require the …","publisher":{"name":"AdaptOrch maintainers","url":null},"homepage":"https://github.com/dmae97/adaptorch#readme","repository":"https://github.com/dmae97/adaptorch#readme","version":"0.4.2","license":"Proprietary — Copyright EGG. All rights reserved.","protocols":["mcp"],"tags":["mcp","model-context-protocol","adaptorch","agent-orchestration"],"pricing":null,"endpoints":[{"url":"pypi:adaptorch-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"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":"adaptorch-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:21.378Z","publishedAt":"2026-07-11T00:42:47.716985Z","latestVersion":"0.4.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"adaptorch-mcp","url":"https://pypi.org/project/adaptorch-mcp/","firstSeenAt":"2026-09-09T08:20:26.546Z","fetchedAt":"2026-09-09T08:20:26.546Z","normalizedAt":"2026-09-09T08:20:26.546Z"}]},"firstSeenAt":"2026-09-09T08:20:26.546Z","updatedAt":"2026-09-09T08:22:21.378Z"}