{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_237wwcbjskex","handle":"almond-mcp","url":"https://wellknown.network/agents/almond-mcp","links":{"self":"https://wellknown.network/agents/almond-mcp/record.json","html":"https://wellknown.network/agents/almond-mcp","markdown":"https://wellknown.network/agents/almond-mcp/record.md","api":"https://wellknown.network/api/v1/agents/almond-mcp","status":"https://wellknown.network/api/v1/agents/almond-mcp/status","claim":"https://wellknown.network/agents/almond-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/almond-mcp/claim.json","badge":"https://wellknown.network/agents/almond-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/almond-mcp/history","tools":"https://wellknown.network/api/v1/agents/almond-mcp/tools"},"ard":{"identifier":"urn:air::server:almond-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"almond-mcp","summary":"Almond - MCP server for Rhino 8 with a semantic scene layer: curated furniture/drawing/diagram libraries, audited Karamba capsules, structured retrieval (SQLite FTS5 + R-tree scene ledger), and a TCP bridge into Rhino (RhinoAlmondBridge, port 5000)","description":"# Almond MCP for Rhino\n\n**0.6.0 — Almond workspace release.** Run **Almond** in Rhino\nfor a dockable Neo Swiss menu with **Models** and **Karamba Validation**.\n**AlmondLibrary** opens models directly; **AlmondKaramba** opens the analysis\nworkspace. Models retain compact tiles, Light/Original detail and shared-block\nviewport placement. Karamba adds selection capture, explicit assumptions,\nsupport/load diagram toggles, mapped utilization and an exportable result record.\n\nThe active IKEA catalogue, source links and four supplier-specific MCP tools\nare retired. Existing local downloads and historical scene records are retained.\nKaramba and the generated model/source libraries remain available.\nSee the [Rhino quickstart](docs/rhino-archive-quickstart.md) and\n[release infrastructure](docs/release-0.6.md). Viewport dragging was confirmed\nby the user on rc.6. Stable 0.6.0 is prepared; its native Rhino smoke test and\npublication to Yak, PyPI and Food4Rhino remain pending.\n\nRun\n`almond-mcp library --open` for the local Neo Swiss interface: 47 Meshy models,\n7 drawing elements, linked SVG/DXF views, downloads, and source evidence in\none searchable catalogue. The same index is exposed through the MCP tool\n`search_asset_repository` and `almond://repository/{asset_id}` resources.\nSee the [Object Archive guide](docs/object-archive-0.6-rc3.md).\n\nAll 50 generated\nmodels now carry embedded asset passports and ship with the Python package,\nincluding their sidecar contracts and previews. New MCP tools recommend assets\nwith reasons and check rotated clearance envelopes before placement. See\n[the release guide](docs/semantic-assets-0.6.md) for the workflow, packaging,\nverification and remaining Rhino integration checks. The\n[drafting update](docs/drafting-0.6-rc2.md) adds a ten-model SVG/DXF pilot,\ncustom GLB drawing generation, source discovery and drawing revision checks.\n\n<p align=\"center\"><img src=\"assets/almond-icon.svg\" width=\"120\" alt=\"Almond\"></p>\n\nAlmond exposes Rhino 8 and a se…","publisher":{"name":"LiangJung","url":null},"homepage":null,"repository":null,"version":"0.6.0","license":null,"protocols":["mcp"],"tags":["architecture","claude","grasshopper","karamba","mcp","rhino"],"pricing":null,"endpoints":[{"url":"pypi:almond-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"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":"almond-mcp","registry":"pypi","observedAt":"2026-11-08T23:27:10.413Z","publishedAt":"2026-09-27T16:49:52.932728Z","latestVersion":"0.6.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"almond-mcp","url":"https://pypi.org/project/almond-mcp/","firstSeenAt":"2026-09-09T09:22:32.822Z","fetchedAt":"2026-11-08T23:25:45.630Z","normalizedAt":"2026-11-08T23:25:45.630Z"}]},"firstSeenAt":"2026-09-09T09:22:32.822Z","updatedAt":"2026-11-08T23:27:10.413Z"}