io.github.gabrielkasmi/deeppvmapper

up checked 2026-11-11T04:37:22.872Z

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Publisher-provided title

DeepPVMapper

Publisher-provided description

Open registry of 1.14M+ rooftop-solar detections across France, queryable by natural language.

Summary by lookupd

Query France's rooftop-solar detection registry to count, aggregate, search and map PV installations by region, capacity and year.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http deeppvmapper https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp

Codex, remote (streamable-http)

codex mcp add deeppvmapper --url https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "deeppvmapper": {
      "url": "https://zelhliylrlktnasircwp.supabase.co/functions/v1/mcp/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (17 tools)

Publisher-provided text

• get_data_quality_reference Return the DeepPVMapper/OpenPVMapper registry's documented data-quality characteristics: estimated detection recall, which fields are model-derived estimates vs
• get_department_capacity_stats Get installed rooftop-PV capacity (total kWp) and system counts for one or all French départements, from the DeepPVMapper/OpenPVMapper registry. This is a fixed
• get_department_yearly_stats Get yearly system counts and capacity by département, based on first-seen imagery year. Useful for tracking apparent PV deployment growth over time. Data qualit
• search_detections Search individual rooftop-PV detections by département, commune (INSEE code), estimated capacity range, and/or cross-validation confidence (min_vintages, cross_
• aggregate_detection_capacity Compute the total estimated installed capacity (kWp) and count of detections matching a set of filters — département, commune, capacity range, and cross-validat
• get_detections_in_bbox Get rooftop-PV detections within a geographic bounding box (WGS84 lon/lat), including footprint geometry. Intended for map-style spatial queries over a small ar
• get_community_activity Get a snapshot of ongoing community contribution activity on the map: how many corrections are currently pending moderation, their breakdown by action type (add
• get_community_activity_in_area Find pending, unmoderated community contributions relevant to a specific area, to answer "has anyone flagged anything here that is not in the registry yet?" Two
• count_detections Count detections matching a set of filters, exactly, without downloading rows (fast, no row cap). Use this for "how many ..." questions, e.g. "how many installa
• get_source_breakdown Break down detections by source code (0=DPVM pipeline, 1=FRPV reference, 2=OSM, 3=manual correction, 4=recall sample), for one département or all of France, wit
• get_detection_details Get the full record of one detection by id: technical characteristics (surface, kwp, tilt, azimuth — model estimates), imagery years, sources decoded into plain
• get_department_profile One-call profile of a département: installed capacity and national rank, yearly trend (by first-seen imagery year), source mix, share identified by 2+ sources,
• get_field_coverage Completeness report: for each optional field of the registry (rnb_id, frpv_proba, false_positive, false_positive_source), how many detections have it filled in
• get_field_distribution Histogram of a numeric field (kwp, surface, tilt, azimuth, n_vintages, first_seen, last_seen) with exact counts per bin, for France or one département. Answers
• get_field_reference Field-by-field documentation of a detection record: type, unit, nullability, whether it is observed or a model estimate, how to read it, and which tool filters
• get_source_reference Explain the data sources behind the registry's `sources` field: for each source, its code, short key, name, accepted aliases, and where the data comes from (wit
• get_started START HERE. Call this first when the user is new, asks what this server can do, or asks a vague question about DeepPVMapper. Returns a plain-language introducti

Details

• Version: 0.1.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 668 ms
• First indexed: 2026-11-01T09:30:09.656Z
• Last seen in registry: 2026-11-01T09:30:09.656Z
• Repository: https://github.com/gabrielkasmi/deeppvmapper
• Website: https://deeppvmapper.fr

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