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83
/100
B ◉ Complete 55

gdal-mcp

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

python Data & Analytics by JordanGunn ★ 57 Last commit: 3 months, 1 week ago
pandas
MCP Surface Tools: 11
Template Description Schema Drift
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
75
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
85
25% weight
Security Hygiene
83
33% weight
Schema Interpretability
91
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 90 Good
Description Quality 90 Good
Documentation Coverage 75 Good
Maintenance Pulse 91 Good
Dependency Health 75 Good
License Clarity 100 Good
Version Hygiene 90 Good
Analyzed 2 months, 2 weeks ago

Protocol Compliance

11
Tools Found
7ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (44)
raster_convert.uri: missing description
raster_convert.output: missing description
raster_convert.options: missing description
raster_info.uri: missing description
raster_info.band: missing description
raster_reproject.uri: missing description
raster_reproject.output: missing description
raster_reproject.dst_crs: missing description
raster_reproject.resampling: missing description
raster_reproject.src_crs: missing description
raster_reproject.resolution: missing description
raster_reproject.width: missing description
raster_reproject.height: missing description
raster_reproject.bounds: missing description
raster_reproject.nodata: missing description
... and 29 more
Probed 2 months, 2 weeks ago
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