{"adoption": {"forks": 169, "observed_at": "2026-08-28T04:03:28.138651+00:00", "stars": 1072}, "canonical_url": "https://ross.abutalabs.com/products/qgis_mcp", "card": {"archived": false, "artifact_type": "plugin", "description": "Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop", "domain": ["artificial-intelligence", "large-language-models", "developer-tools"], "enriched": true, "function": ["mcp", "agent-framework", "plugin-system", "developer-tools"], "health_score": 47, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["jjsantos01/qgis_mcp"], "name": "jjsantos01/qgis_mcp", "platform": ["python", "cross-platform", "windows"], "pushed_at": "2025-10-01T01:23:25+00:00", "repo": "jjsantos01/qgis_mcp", "stars": 1072, "tags": ["qgis", "gis", "claude", "llm-integration", "socket-server", "geospatial", "ai-agents", "maps", "desktop", "macos", "linux"], "topics": [], "urls": [], "use_cases": ["control qgis with claude ai", "create gis projects from natural language prompts", "add and remove vector or raster layers via llm", "run qgis processing toolbox algorithms from a chatbot", "execute python code in qgis through an ai assistant", "prompt-assisted geospatial analysis in qgis"], "what_it_is": "A Model Context Protocol integration that lets LLMs like Claude control QGIS Desktop via a socket-based QGIS plugin and an MCP server. It supports project and layer manipulation, running processing algorithms, and executing arbitrary Python code inside QGIS.", "when_to_avoid": ["you need a production-grade, security-hardened integration (arbitrary code execution is risky)", "you use QGIS Server or web-based GIS instead of QGIS Desktop", "you need a licensed/supported tool rather than an experimental community project"], "when_to_choose": ["you use QGIS Desktop and want LLM-driven automation", "you want Claude to create projects, load layers, or run processing algorithms", "you need arbitrary Python execution inside QGIS from an AI assistant"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/qgis_mcp", "repo": "jjsantos01/qgis_mcp", "role": "main", "score": 40}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:28.138651+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:53:42.059229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "38985b1733645e581a4c046db11c623af886431d61c94aaf73a16a86be96b06d", "fetched_at": "2026-08-28T04:03:28.138651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jjsantos01/qgis_mcp"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 44, "longevity": 38, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 539, "days_push": 337, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 40, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}