Mapsmith MCP Server
Ask a question about your data. Get an analysis - and the record that proves it. Its 28 documented tools cover layer, layers, join, plan. It runs locally over stdio via the published package.
People who work with layer, layers and join and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
VERIFIED ACTIVE
LAST COMMIT 2026-09-29 · ★ 2 · #68 OF 174 MAINTAINED DATABASE · VERIFIED 2026-09-30
AGPL-3.0 · Python servers · how we verify → /methodology
01 · Install Mapsmith
Claude Code
claude mcp add mapsmith-ai-mapsmith -- uvx mapsmith Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"mapsmith-ai-mapsmith": {
"command": "uvx",
"args": [
"mapsmith"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions · container (OCI image) - can be sandboxed away from your filesystem
repo age created 2026-08-18 - young repo, little track record yet
license AGPL-3.0 - declared in the repository
pypi package mapsmith - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.mapsmith-ai is GitHub-verified and matches the repo owner
03 · What Mapsmith can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
What you can build
With this server connected, an agent can validate then run a plan step by step, with per-step provenance and a plan-level manifest, read the manifest of any MapSmith output: one operation, its inputs and their digests, and what was checked, and run any catalog operation by name, including those with no tool of their own.
Capability map
Tools grouped from the project's README - what Mapsmith lets an agent do.
read & search
3 tools - e.g. CRS, schema/bands, extent, nodata and statistics of any vector or raster dataset; Return the manifest of any MapSmith output: one operation, its inputs and their digests, and what was checked; Catalog…
describe_dataset · get_provenance · list_operations
run & execute
3 tools - e.g. Spatial SQL (DuckDB dialect) over GeoParquet and GDAL formats; Validate then run a plan step by step, with per-step provenance and a plan-level manifest; Run any catalog operation by name, including those…
run_sql · execute_plan · run_operation
Buffer
1 tool - e.g. Metric buffer with automatic UTM estimation for geographic CRS
buffer_layer
Clip
1 tool - e.g. Clip a layer with a mask layer
clip_layer
Overlay
1 tool - e.g. Set-theoretic overlay (intersection/union/difference/…); dropped lower-dimension pieces are declared in the manifest
overlay_layers
Dissolve
1 tool - e.g. Merge features per key; the aggregation is recorded in the manifest and the group count verified
dissolve_layer
Nearest
1 tool - e.g. Nearest neighbour with the distance in meters, UTM-measured on geographic CRS (decision recorded)
nearest_join
Explode
1 tool - e.g. Multi-part to single-part, with the part count verified in closed form
explode_layer
Latest releases
v0.7.1 · 2026-09-26
Two fixes from the pre-release audit of 0.7.0, both present in earlier releases, · and the Argleton run scored against trap 024's corrected truth, which arrived · after the 0.7.0 tag: that release's PyPI page still…
v0.7.0 · 2026-09-26
This release changes answers earlier releases gave, and that comes first. · From 0.4.0 to 0.6.1 every position MapSmith read from a point-registered raster · (AREA_OR_POINT=Point - the USGS elevation products and the…
v0.6.1 · 2026-09-25
A small release on the day of 0.6.0. It moves no manifest key and changes no · answer that 0.6.0 got right: it stops a refusal 0.6.0 introduced from firing on · a layer written in 0..360 longitudes, gives two refusals…
04 · Who maintains Mapsmith
mapsmith is maintained by mapsmith-ai. It's the only MCP server we track from this author; the repo dates to Aug 2026.
05 · Facts
- repository
- github.com/mapsmith-ai/mapsmith
- category
- database - ranked #68 of 174 actively-maintained database servers as of 2026-09-30.
- release cadence
- 10+ releases in the last 90 days (latest 2026-09-26)
- registry
- io.github.mapsmith-ai/mapsmith (active, first published 2026-08-20 · 10 versions)
- packages
- pypi:mapsmith · oci:ghcr.io/mapsmith-ai/mapsmith:0.7.1
06 · Mapsmith FAQ
Is Mapsmith still maintained?
Yes - as of 2026-09-30, its last commit was 2026-09-29 and it shipped 10+ releases in the last 90 days. We re-verify nightly.
What can Mapsmith do?
With this server connected, an agent can validate then run a plan step by step, with per-step provenance and a plan-level manifest, read the manifest of any MapSmith output: one operation, its inputs and their digests, and what was checked, and run any catalog operation by name, including those with no tool of their own.
How do I install Mapsmith?
Run `uvx mapsmith`. You can also paste the ready-made client config above.
Does Mapsmith run locally?
Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
07 · Alternatives to Mapsmith
Alternatives to Mapsmith
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