SkyFi MCP Server
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- AlicenseNot gradedqualityDmaintenanceEnables AI agents to interact with SkyFi's geospatial data services for ordering satellite imagery, searching data catalogs, checking pricing and feasibility, and monitoring areas of interest.8 npmMIT
- FlicenseNot gradedqualityNot gradedmaintenanceEnables AI agents to search, order, and monitor satellite and geospatial imagery through SkyFi's API, including archive searches, pricing estimates, and order tracking.-
- AlicenseNot gradedqualityDmaintenanceProvides access to SkyFi's satellite imagery API for searching, ordering, tasking, monitoring, and geographic operations through natural language.MIT

Planet MCPofficial
AlicenseNot gradedqualityCmaintenanceEnables AI agents to interact with the Planet API for satellite imagery ordering, subscriptions, and data management through natural language.16Apache 2.0- AlicenseNot gradedqualityDmaintenanceEnables AI agents to search, compare pricing, and order satellite imagery from 150+ satellites across 12+ providers via natural language.MIT
- AlicenseNot gradedqualityDmaintenanceIntegrates SkyFi satellite imagery and OpenStreetMap services with AI applications to enable high-resolution image searching, ordering, and area monitoring. It provides 21 tools for geospatial tasks, including geocoding, tasking quotes, and satellite pass prediction.3MIT
TDQS
Scored across 19 tools
Each tool has a clearly distinct purpose, with workflow steps (estimate vs quote vs execute) and resource types (archive vs tasking vs monitoring) cleanly separated. No two tools overlap in function; even related tools like geocode and get_bounding_box serve different output needs.
All tool names follow a consistent verb_noun pattern in snake_case, using descriptive verbs (estimate, quote, execute, get, list) and clear noun targets (archive_order, tasking_order, notification_status). There is no mixing of styles or conventions.
At 19 tools, the set is slightly above the ideal 3-15 range, but the breadth is justified by the platform covering archive ordering, tasking, monitoring, geocoding, and order management. Each tool earns its place in the workflow, and the count feels reasonable rather than bloated.
Core lifecycles are well-covered: search/explore, estimate, quote, execute, track, and retrieve for both archive and tasking orders, plus monitoring setup and geocoding utilities. Minor gaps exist, such as lacking explicit tools to cancel or update monitoring/webhook subscriptions, but these are non-critical and don't create dead ends.