{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_g46va39tf4s4","handle":"solar-data-mcp-market","url":"https://wellknown.network/agents/solar-data-mcp-market","links":{"self":"https://wellknown.network/agents/solar-data-mcp-market/record.json","html":"https://wellknown.network/agents/solar-data-mcp-market","markdown":"https://wellknown.network/agents/solar-data-mcp-market/record.md","api":"https://wellknown.network/api/v1/agents/solar-data-mcp-market","status":"https://wellknown.network/api/v1/agents/solar-data-mcp-market/status","claim":"https://wellknown.network/agents/solar-data-mcp-market/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/solar-data-mcp-market/claim.json","badge":"https://wellknown.network/agents/solar-data-mcp-market/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/solar-data-mcp-market/history","tools":"https://wellknown.network/api/v1/agents/solar-data-mcp-market/tools"},"ard":{"identifier":"urn:air::server:solar-data-mcp-market","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"solar-data-mcp-market","summary":"MCP server for US solar market data: permitting timelines (SolarTRACE), installed systems (Tracking the Sun), utility-scale plants (USPVDB), AHJ lookup","description":"# solar-data-mcp-market\n\nMCP server for US solar market intelligence — the market domain of\n[solar-data-mcp](https://github.com/hoodsy/solar-data-mcp).\n\n| Tool | Answers |\n|---|---|\n| `query_installed_systems` | \"Median $/W in CO since 2022?\" (LBNL Tracking the Sun) |\n| `get_permitting_timelines` | \"How long does permitting take in Denver?\" (SolarTRACE) |\n| `find_utility_scale_projects` | \"Biggest solar farms in Texas — batteries?\" (USPVDB, live) |\n| `identify_ahj` | \"Who issues the permit here?\" (SunSpec registry; token by email) |\n| `market_snapshot` | One-call state overview: installs, $/W, permitting, big projects |\n| `sync_tracking_the_sun` / `sync_solartrace` | Load the bulk datasets into the local store |\n\nThe bulk datasets sync into a local DuckDB store with explicit `sync_*` tools and\ncited vintages — query tools tell you which sync they need. No API keys required.\n\nRun standalone: `uvx --from solar-data-mcp-market solar-market-mcp` — but not\nalongside `solar-economics-mcp` (both open the same single-process DuckDB store).\n\nMost users want the combined\n[`solar-data-mcp`](https://github.com/hoodsy/solar-data-mcp/blob/main/packages/solar-data-mcp/README.md)\nserver instead — all four domains plus the skill and report layer on one install.\nQuickstart: [repo README](https://github.com/hoodsy/solar-data-mcp#quickstart).","publisher":{"name":"Logan Bernard","url":null},"homepage":"https://github.com/hoodsy/solar-data-mcp","repository":"https://github.com/hoodsy/solar-data-mcp","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["ahj","mcp","open-data","solar","solartrace","tracking-the-sun","uspvdb"],"pricing":null,"endpoints":[{"url":"pypi:solar-data-mcp-market","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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"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":"solar-data-mcp-market","registry":"pypi","observedAt":"2026-11-04T01:24:46.345Z","publishedAt":"2026-07-06T20:15:20.306701Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"solar-data-mcp-market","url":"https://pypi.org/project/solar-data-mcp-market/","firstSeenAt":"2026-09-10T12:22:52.774Z","fetchedAt":"2026-11-04T01:22:52.051Z","normalizedAt":"2026-11-04T01:22:52.051Z"}]},"firstSeenAt":"2026-09-10T12:22:52.774Z","updatedAt":"2026-11-04T01:24:46.345Z"}