{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_y38mrrxxkg9j","handle":"frootai-orchard-mcp","url":"https://wellknown.network/agents/frootai-orchard-mcp","links":{"self":"https://wellknown.network/agents/frootai-orchard-mcp/record.json","html":"https://wellknown.network/agents/frootai-orchard-mcp","markdown":"https://wellknown.network/agents/frootai-orchard-mcp/record.md","api":"https://wellknown.network/api/v1/agents/frootai-orchard-mcp","status":"https://wellknown.network/api/v1/agents/frootai-orchard-mcp/status","claim":"https://wellknown.network/agents/frootai-orchard-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/frootai-orchard-mcp/claim.json","badge":"https://wellknown.network/agents/frootai-orchard-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/frootai-orchard-mcp/history","tools":"https://wellknown.network/api/v1/agents/frootai-orchard-mcp/tools"},"ard":{"identifier":"urn:air::server:frootai-orchard-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"frootai-orchard-mcp","summary":"Model Context Protocol (MCP) server for the FAI Harvest pipeline. Exposes 9 tools (discover_repo / extract_facts / retrieve_exemplars / list_plays / import_accelerator / customize_play / re_harvest / approve_play / list_pending_reviews) over stdio. Run any AI accelerator repo through harvest from C…","description":"<p align=\"center\"><img src=\"https://frootai.dev/img/frootai-mark.png\" width=\"80\" alt=\"FrootAI mark\"></p>\n<h1 align=\"center\">FAI Orchard Harvest MCP for Python</h1>\n<p align=\"center\"><strong>A Python, zero-runtime-dependency MCP surface for the governed Harvest pipeline.</strong></p>\n<p align=\"center\"><a href=\"https://pypi.org/project/frootai-orchard-mcp/\">PyPI</a> · <a href=\"https://frootai.dev/orchard\">FAI Orchard</a> · <a href=\"https://frootai.dev/mcp?view=start\">MCP guide</a></p>\n\n![FAI Orchard Harvest product hero](https://frootai.dev/images/package-readmes/orchard-hero.png)\n\n## Catalog or Harvest?\n\n| Need | Package |\n|---|---|\n| Read published accelerator catalog records | Orchard catalog source package `frootai-mcp-orchard` |\n| Run repository discovery, extraction, retrieval, import, customization, or approval | **`frootai-orchard-mcp`** — this package |\n\nCurrent version `0.1.1` is an early Harvest MCP surface. Confirm which handlers your installed release registers before relying on a specific pipeline operation.\n\n> Current registry truth: the tool registry declares nine handlers, including `list_pending_reviews`. The `0.1.1` CLI help banner still says eight; treat `tools/list` as authoritative until that banner is corrected in a future code release.\n\n## Five steps\n\n### 1. Install or run in isolation\n\n```bash\nuvx frootai-orchard-mcp\n```\n\nOr install into a managed Python 3.10+ environment:\n\n```bash\npython -m pip install --upgrade \"frootai-orchard-mcp[sdk]\"\n```\n\n### 2. Connect an MCP client\n\n```json\n{\n  \"servers\": {\n    \"frootai-orchard-harvest\": {\n      \"type\": \"stdio\",\n      \"command\": \"uvx\",\n      \"args\": [\"frootai-orchard-mcp\"]\n    }\n  }\n}\n```\n\n### 3. Discover, extract, and retrieve\n\n```text\ndiscover_repo → extract_facts → retrieve_exemplars → list_plays\n```\n\nThese free operations establish source identity and structured evidence before any import or customization.\n\n### 4. Import and customize with entitlement\n\n```text\nimport_accelerator → customize_play →…","publisher":null,"homepage":"https://frootai.dev/docs/mcp/orchard","repository":"https://github.com/frootai/frootai-core/issues","version":"0.1.1","license":"MIT","protocols":["mcp"],"tags":["ai-agents","claude","continue","copilot","cursor","frootai","harvest","infrastructure-as-code","mcp","model-context-protocol","orchard","solution-plays","zed"],"pricing":null,"endpoints":[{"url":"pypi:frootai-orchard-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"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"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":"frootai-orchard-mcp","registry":"pypi","observedAt":"2026-09-15T15:24:28.761Z","publishedAt":"2026-09-02T20:06:28.729166Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"frootai-orchard-mcp","url":"https://pypi.org/project/frootai-orchard-mcp/","firstSeenAt":"2026-09-09T16:23:01.177Z","fetchedAt":"2026-09-15T15:22:21.081Z","normalizedAt":"2026-09-15T15:22:21.081Z"}]},"firstSeenAt":"2026-09-09T16:23:01.177Z","updatedAt":"2026-09-15T15:24:28.761Z"}