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GeoAI Tools
Hosted MCP platform bridging AI agents to ArcGIS Online/Enterprise data — 35 tools: service discovery, AI service guides, geocoding, spatial analysis, feature editing & server-side pipelines
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What's in it
- Data offered llm-inferred
- ArcGIS Online data · ArcGIS Enterprise data · service discovery · AI service guides · geocoding · spatial analysis · feature editing · server-side pipelines
- Coverage llm-inferred
- Global (catalogue region tag only; depends on the ArcGIS services connected)
- Access llm-inferred
- Not stated: auth and licence are null in the entry. Underlying ArcGIS data likely needs the user's own ArcGIS account and permissions.
Useful for
- Use cases llm-inferred
- Locate and geocode site addresses against client ArcGIS layers at the start of a site appraisal · Run server-side spatial analysis on ArcGIS layers for constraints mapping on a development site · Edit survey or asset point features in a shared ArcGIS layer from an agent workflow for drainage or ecology records · Discover which ArcGIS services hold the datasets needed for a flood or planning baseline
- Audience llm-inferred
- GIS analysts · planners · drainage engineers · ecologists · flood consultants
Limitations
- Constraints llm-inferred
- No documentation was retrieved, so none of the stated capabilities are verified · The tools list is empty, so the claimed 35 tools are unverified · Auth and licence are not stated · Access to data depends on the user's ArcGIS Online or Enterprise account and permissions · Feature editing and server-side pipelines write to live data and need care · Hosted third-party service, so there is maintenance and availability risk
- Licence
- Unknown — check provider terms
- Authentication
- Unknown — review source docs
- GitHub stars
- Unknown
- Last commit
- Unknown
- Last successful page check
- 14/10/2026
- Page health
- healthy
- Package
- Not recorded
- Verification
- Not independently verified
Provenance & evidence
Verified 2026-10-15 via curl (HTTP 200). Listed in sparkgeo/geo-mcp-servers (note: early access / waitlist — no public MCP endpoint yet; connects your ArcGIS data via OAuth. Also a CLI (@geoai-tools/cli on npm). Re-check for GA.).
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (sparkgeo/geo-mcp-servers)