Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
GIS tools for AI agents: 65 free tools + 8 paid (hazard/site-scouting/GeoJSON export)
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://gisgp.com/mcpRun this in your terminal
claude mcp add --transport http gisgp https://gisgp.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gisgp": {
"url": "https://gisgp.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"gisgp": {
"type": "http",
"url": "https://gisgp.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://gisgp.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account uponex, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.3.0) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Free remote MCP (Model Context Protocol) server for GIS/ArcGIS Online automation.
Endpoint: https://gisgp.com/mcp (Streamable HTTP, stateless, no auth for public layers)
{ "mcpServers": { "gisgp": { "url": "https://gisgp.com/mcp" } } }
server.py is a self-contained, open-source MCP server (stdio transport) implementing the format-conversion and geometry tools that need no external service access — no ArcGIS Online credentials, no network calls. Build and run it with the included Dockerfile:
docker build -t gisgp-mcp .
docker run -i --rm gisgp-mcp
{ "mcpServers": { "gisgp-local": { "command": "docker", "args": ["run", "-i", "--rm", "gisgp-mcp"] } } }
The tools that inspect/query a live ArcGIS Online FeatureServer (count_features, extract_domains, check_field_types, check_service_health, rest_explore, compare_schemas, query_features, query_statistics) require a real AGOL connection and stay on the hosted remote endpoint above — they are not part of this local server.
The hosted server at https://gisgp.com/mcp also exposes ArcGIS Online QA tools that need a live AGOL connection and can't run in this local/stdio server:
| Tool | What it does |
|---|---|
grade_service | Grade any FeatureServer A–F across 5 categories (schema, completeness, performance, maintenance, configuration) — returns a public shareable scorecard link |
audit_service | One-call QA report: health + field schema + coded domains + summary counts |
find_layer_issues | Scan a layer for problems: all-null fields, empty geometries, stale data, missing ObjectID, disabled query |
share_map | Publish a GeoJSON FeatureCollection as a live shareable web map |
full_service_audit | Merges grade_service + audit_service + find_layer_issues into a single call |
count_features / extract_domains / check_field_types / check_service_health / rest_explore / compare_schemas / query_features / query_statistics | Inspect/query a live ArcGIS FeatureServer |
Also hosted-only: get_terrain_profile, get_climate_history, classify_land_cover, analyze_location — free geo primitives backed by third-party open-data APIs (Open-Meteo, ESA CCI Land Cover, OSM Nominatim), kept on the hosted endpoint rather than this offline server since they need outbound internet access to those services.
| Tool | What it does |
|---|---|
estimate_cost | Free — quote a paid tool's credit cost without executing it |
check_wallet_balance | Free — check your own MCP credits balance (needs an API key) |
assess_property_hazard | Paid, 200 credits (€0.20) — multi-source US property hazard: USGS seismic risk + FEMA 10-year disaster history + NOAA active weather alerts, charged via credits wallet |
assess_property_hazard_x402 | Paid, ~$0.20 via the x402 protocol — same multi-source hazard data, paid directly in USDC on-chain (Base), no GISGP account needed |
These require live infrastructure (ArcGIS/S3, DynamoDB credits wallet, or third-party APIs) and are not part of the open-source subset below — everything below runs fully offline.
40 tools in this local/offline server subset (see the hosted-only sections above for the full 92-tool catalog including AGOL QA/query tools and Layer 2 paid tools).
| Tool | Description |
|---|---|
convert_coordinates | Convert coordinate pairs between EPSG coordinate systems |
validate_geojson | Validate GeoJSON: RFC 7946 structure, topology, WGS84 ranges |
geojson_to_csv | Convert a GeoJSON FeatureCollection to CSV |
shapefile_to_geojson | Convert a Shapefile ZIP to GeoJSON |
kml_to_geojson | Convert KML to GeoJSON |
gpx_to_geojson | Convert GPX to GeoJSON |
geometry_stats | Compute area/length/vertex count/centroid/bbox of GeoJSON (equal-area projection) |
reproject_geojson | Reproject an entire GeoJSON between EPSG coordinate systems |
simplify_geometry | Simplify GeoJSON geometry (Douglas–Peucker) |
reduce_precision | Round GeoJSON coordinates to N decimal places (shrinks payload size) |
csv_to_geojson | Convert CSV with auto-detected coordinate columns to GeoJSON |
geojson_to_kml | Convert a GeoJSON FeatureCollection to KML |
geojson_to_shapefile | Convert a GeoJSON FeatureCollection to a Shapefile ZIP |
gpx_to_kml | Convert GPX to KML |
kml_to_shapefile | Convert KML to a Shapefile ZIP |
wkt_to_geojson | Convert a WKT geometry string to GeoJSON (e.g. from PostGIS) |
geojson_to_wkt | Convert a GeoJSON geometry to a WKT string |
buffer_geojson | Buffer every feature by a distance in metres, geodesically accurate at any latitude |
dissolve_geojson | Merge overlapping/adjacent geometries into one, optionally grouped by a property field |
centroids_geojson | Replace each feature's geometry with its centroid Point |
convex_hull_geojson | Smallest convex polygon containing all input features combined |
overlay_geojson | Boolean set operation (intersection/difference/symmetric_difference/union) between two GeoJSON inputs |
spatial_join_geojson | Attach properties from every matching feature in B to each feature in A |
nearest_features_geojson | For each feature in A, find the nearest feature in B by geodesic distance |
fix_geometry | Repair invalid geometries (self-intersections, bad rings) via GEOS make_valid |
geojson_diff | Added/removed/changed features between two GeoJSON FeatureCollections |
epsg_suggest | Suggest the correct UTM EPSG code for a lon/lat pair |
tile_math | Convert lon/lat + zoom to Slippy Map (XYZ) tile x/y, bbox and Bing quadkey |
envelope_geojson | Bounding-box rectangle (envelope) per feature |
minimum_rotated_rectangle | Smallest-area rotated rectangle containing all input features combined |
voronoi_geojson | Voronoi diagram of the input points |
geometry_health_report | One-call health check: validate + auto-repair + stats + envelope, merged |
dxf_to_geojson | Convert an AutoCAD DXF file to GeoJSON (POINT/LINE/LWPOLYLINE/POLYLINE/ARC/CIRCLE, layer name kept as a property) |
geojson_to_dxf | Convert GeoJSON to an AutoCAD DXF file |
list_dxf_layers | List the distinct layer names used in a DXF drawing |
georeference_dxf | Reproject a DXF's local/arbitrary drawing coordinates to real-world lon/lat via a 2-point similarity transform |
geojson_to_gpx | Convert GeoJSON to a GPX file (points -> waypoints, lines/polygon rings -> tracks) |
offset_coordinates | Move a WGS84 point by a geodesic distance and bearing |
detect_coordinate_order | Detect whether [x, y] pairs are [lon, lat] or [lat, lon] |
guess_crs_from_coordinates | Best-guess candidate CRS for raw coordinates with no metadata (e.g. missing .prj) |
Cookbook: real task -> tool call examples in COOKBOOK.md
Docs: https://gisgp.com/api · Homepage: https://gisgp.com