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io.github.uponex/gisgp

REMOTE · GISGP.COM · SCANNED AUG 3

GIS tools for AI agents: 65 free tools + 8 paid (hazard/site-scouting/GeoJSON export)

Available components

+5 this week 63 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability58
  • AI-judged instruction clarity (fair).Partial
  • Tool/resource definitions use about 7813 tokens (~100/item across 78 items; 78 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
  • Structured output schemas are declared (99% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · gisgp.com

# add to Claude Code
claude mcp add --transport http uponex-gisgp https://gisgp.com/mcp
# ~/.codex/config.toml
[mcp_servers.uponex-gisgp]
url = "https://gisgp.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "uponex-gisgp": {
      "type": "remote",
      "url": "https://gisgp.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add uponex-gisgp --url https://gisgp.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  uponex-gisgp:
    url: "https://gisgp.com/mcp"
// mcp.json
{
  "mcpServers": {
    "uponex-gisgp": {
      "type": "http",
      "url": "https://gisgp.com/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 2 Aug 26 0
    • New tool “assess_supply_chain_redundancy” functional
    • New tool “assess_energy_community_credit” functional
    • New tool “assess_portfolio_climate_disclosure” functional
  • 1 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 0
    • Tool “estimate_cost” rewrote its description, which is the text the model reads security
    • Schema quality: 5750 → 6699 functional
    • Schema quality: good → fair functional
    • New tool “export_geojson_to_excel” functional
    • New tool “export_geojson_to_pdf” functional
    • New tool “rank_hazard_safe_sites” functional
    • New tool “assess_site_due_diligence” functional
    • New tool “assess_datacenter_site” functional
    • New tool “assess_reforestation_site” functional
    • “estimate_cost” added an optional parameter “units” cosmetic
  • 28 Jul 26 +1
    • Schema quality: 77 → 85 functional
  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://gisgp.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=gisgp.com CN=WE1,O=Google Trust Services,C=US 29 Jul 2026 27 Oct 2026 ECDSA 256 ECDSA-SHA256 2254d5df6d28d0750e02817bd4583f35
SANs: gisgp.com, *.gisgp.com
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b
DNSSEC insecure

Validation of gisgp.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
gisgp.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000; includeSubDomains
content-security-policy default-src 'self'; script-src 'self' 'unsafe-inline' https:; style-src 'self' 'unsafe-inline' https:; img-src 'self' data: blob: https:; font-src 'self' data: https:; connect-src 'self' https: wss: data:; frame-src 'self' https:; worker-src 'self' blob:; object-src 'none'; base-uri 'self'; form-action 'self' https:; frame-ancestors 'self'
x-content-type-options nosniff
x-frame-options SAMEORIGIN
referrer-policy strict-origin-when-cross-origin
permissions-policy geolocation=(), camera=(), microphone=()
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://gisgp.com/mcp Verified 200
http (plaintext) http://gisgp.com/mcp HTTPS enforced 301 https://gisgp.com/mcp
MCP tools — 78 exposed · ~7,720 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
geometry_stats ~56

Compute area (m²/km²), length (m/km), vertex count, centroid and bbox of GeoJSON. Metric measurements use an equal-area projection so area/length are real metres.

NameTypeReqDescription
geojsonstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

get_climate_history ~107

Daily historical weather for a point/date range via Open-Meteo's ERA5-based archive (no key, free, data back to 1940). Dates are YYYY-MM-DD. Returns JSON: {ok, daily: {time, <variables>...}, source}.

NameTypeReqDescription
end_datestringyes
latnumberyes
lonnumberyes
start_datestringyes
variablesstring
NameTypeReqDescription
resultstringyes

No examples provided.

get_terrain_profile ~74

Elevation (metres) at a WGS84 point via Open-Meteo (Copernicus DEM GLO-90, no key, free). Returns JSON: {ok, lon, lat, elevation_m, source}.

NameTypeReqDescription
latnumberyes
lonnumberyes
NameTypeReqDescription
resultstringyes

No examples provided.

gpx_to_geojson ~50

Convert GPX (waypoints, tracks, routes) to a GeoJSON FeatureCollection. Returns the GeoJSON FeatureCollection as a JSON string.

NameTypeReqDescription
gpxstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

gpx_to_kml ~34

Convert GPX (waypoints, tracks, routes) to KML.

NameTypeReqDescription
gpxstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

grade_service ~115

Grade an ArcGIS FeatureServer layer A–F across 5 categories (schema quality, data completeness, performance, maintenance, configuration). Returns JSON: {grade, score, categories:[{key, label, score, note}], archetype, insight, percentile, share_url} — share_url is a public scorecard page you can send to a human. token: only for private layers (never stored in the scorecard).

NameTypeReqDescription
service_urlstringyes
tokenstring
NameTypeReqDescription
resultstringyes

No examples provided.

guess_crs_from_coordinates ~123

Best-guess candidate CRS for raw [x, y] coordinates with no metadata (e.g. a shapefile with a missing .prj) — real demand signal (79k+ views on GIS StackExchange). Genuinely ambiguous by nature — returns ranked candidates with an honest 'not a certain identification' caveat, never a single confident answer. Pure computation, no external API. Returns JSON: {ok, x_range, y_range, candidates, note}.

NameTypeReqDescription
pointsarrayyes
NameTypeReqDescription
resultstringyes

No examples provided.

kml_to_geojson ~51

Convert KML (2.0–2.2) to a GeoJSON FeatureCollection. Returns the GeoJSON FeatureCollection as a JSON string.

NameTypeReqDescription
kmlstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

kml_to_shapefile ~48

Convert KML to a Shapefile ZIP (base64-encoded). Returns JSON: {shapefile_zip_base64, warnings}.

NameTypeReqDescription
kmlstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

minimum_rotated_rectangle ~49

Smallest-area rotated rectangle containing all input features combined (may be tilted, unlike a bbox envelope). Returns JSON {ok, geojson}.

NameTypeReqDescription
geojsonstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

nearest_features_geojson ~74

For each feature in A, find the nearest feature in B by centroid-to- centroid geodesic distance. Attaches `_nearest` properties and `_nearest_distance_m`. Returns JSON {ok, geojson}.

NameTypeReqDescription
geojson_astringyes
geojson_bstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

offset_coordinates ~110

Move a WGS84 point by a geodesic distance (metres) along a compass bearing (0=N, 90=E, 180=S, 270=W). Pure computation, no external API. Returns JSON: {ok, lon, lat, origin_lon, origin_lat, distance_m, bearing_deg, source}.

NameTypeReqDescription
bearing_degnumberyes
distance_mnumberyes
latnumberyes
lonnumberyes
NameTypeReqDescription
resultstringyes

No examples provided.

overlay_geojson ~106

Combine two GeoJSON FeatureCollections with a boolean set operation. op: intersection | difference (a minus b) | symmetric_difference | union. Each side is unioned into one geometry first, then the operation is applied. Returns JSON {ok, op, geojson} — empty geojson means no overlap, not an error.

NameTypeReqDescription
geojson_astringyes
geojson_bstringyes
opstring
NameTypeReqDescription
resultstringyes

No examples provided.

query_features ~100

Fetch actual feature records (attributes + geometry) from a FeatureServer layer. Free preview capped at 50 records (WHERE filter + chosen fields). Returns JSON: {returned, total, truncated, geojson, note}. Full unlimited export is a paid operation.

NameTypeReqDescription
limitinteger
out_fieldsstring
service_urlstringyes
tokenstring
wherestring
NameTypeReqDescription
resultstringyes

No examples provided.

query_statistics ~128

Server-side aggregate stats on a numeric field of a FeatureServer layer. No records fetched — AGOL computes sum/avg/min/max/count (also stddev/var). Optional WHERE filter and group_by field. Returns JSON: {field, results:[...]}. Cheap way to answer "what's the average/total of field X" without an export.

NameTypeReqDescription
fieldstringyes
group_bystring
service_urlstringyes
statsstring
tokenstring
wherestring
NameTypeReqDescription
resultstringyes

No examples provided.

rank_hazard_safe_sites ~200

PAID (200 credits PER CANDIDATE, max 25 candidates/call) — bulk seismic- risk screener. Runs assess_property_hazard's seismic check under the hood for each [lon, lat] candidate and returns only the top_n ranked by lowest real seismic risk (PGA). Not a full multi-hazard ranking — ranked by ONE real, single-source metric only (matches this project's no-invented- composite-score stance); disaster_history_10y/active_weather_alerts are still included per-candidate for context. Use estimate_cost(tool_name= "rank_hazard_safe_sites", units=<candidate count>) first to quote. Requires Authorization: Bearer <api_key>. Returns JSON: {ok, evaluated, excluded_count, excluded, ranked_by, top, note}.

NameTypeReqDescription
candidatesarrayyes
top_ninteger
NameTypeReqDescription
resultstringyes

No examples provided.

rank_renewable_sites ~129

Bulk solar/wind site screener — evaluates up to 25 candidate points (each {"lon": ..., "lat": ...}) and returns only the top_n, ranked by average daily solar radiation. Candidates with unsuitable land cover (urban/water/snow) or no substation nearby are filtered out, not silently scored low. No invented composite score. No key needed. Returns JSON: {ok, evaluated, excluded_count, excluded, ranked_by, top}.

NameTypeReqDescription
candidatesarrayyes
top_ninteger
NameTypeReqDescription
resultstringyes

No examples provided.

reduce_precision ~38

Round every coordinate to N decimal places — shrinks GeoJSON payload size.

NameTypeReqDescription
decimalsinteger
geojsonstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

reproject_geojson ~52

Reproject an entire GeoJSON between EPSG coordinate systems (all geometry types).

NameTypeReqDescription
from_epsgintegeryes
geojsonstringyes
to_epsgintegeryes
NameTypeReqDescription
resultstringyes

No examples provided.

rest_explore ~84

List the layers and tables of an ArcGIS FeatureServer/MapServer root. Point at a service root to enumerate its layers/tables, or at a single layer URL to describe it. Returns JSON: {is_server, layers:[{id, name, type}]}.

NameTypeReqDescription
service_urlstringyes
tokenstring
NameTypeReqDescription
resultstringyes

No examples provided.

shapefile_to_geojson ~90

Convert a Shapefile ZIP (base64-encoded .zip with .shp/.dbf/.shx[/.prj]) to a GeoJSON FeatureCollection. Reprojects to WGS84 if a .prj says otherwise. Returns JSON: {geojson: {...}, reprojection_notice: str|null}.

NameTypeReqDescription
shapefile_zip_base64stringyes
NameTypeReqDescription
resultstringyes

No examples provided.

share_map ~98

Publish a GeoJSON FeatureCollection as a live, shareable map page on gisgp.com. Returns JSON: {url, expires_at} — url is a public interactive map a human can open in a browser (free links live 30 days). Use it to hand off results of a GIS workflow visually instead of pasting raw GeoJSON.

NameTypeReqDescription
geojsonstringyes
namestring
NameTypeReqDescription
resultstringyes

No examples provided.

simplify_geometry ~43

Simplify GeoJSON geometry (Douglas–Peucker, tolerance in degrees). Lower = more detail.

NameTypeReqDescription
geojsonstringyes
tolerancenumber
NameTypeReqDescription
resultstringyes

No examples provided.

spatial_join_geojson ~90

Attach properties from every B feature that satisfies a spatial predicate to each A feature (as a `_matches` list). predicate: intersects | within | contains | touches | crosses | overlaps. Returns JSON {ok, predicate, match_count, geojson}.

NameTypeReqDescription
geojson_astringyes
geojson_bstringyes
predicatestring
NameTypeReqDescription
resultstringyes

No examples provided.

tile_math ~85

Convert a WGS84 lon/lat + zoom level to Slippy Map (XYZ) tile x/y, that tile's lon/lat bbox, and its Bing quadkey. Returns JSON {ok, zoom, x, y, tile_bbox, quadkey}.

NameTypeReqDescription
latnumberyes
lonnumberyes
zoomintegeryes
NameTypeReqDescription
resultstringyes

No examples provided.

validate_geojson ~51

Validate GeoJSON (RFC 7946 structure, topology, WGS84 coordinate ranges). Returns a JSON report: {valid, errors, warnings, stats}.

NameTypeReqDescription
geojsonstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

voronoi_geojson ~56

Voronoi diagram of the input points (non-point features use their centroid). Needs at least 2 points. Returns JSON {ok, cell_count, geojson}.

NameTypeReqDescription
geojsonstringyes
NameTypeReqDescription
resultstringyes

No examples provided.

wkt_to_geojson ~38

Convert a WKT geometry string to a GeoJSON geometry (e.g. from PostGIS).

NameTypeReqDescription
wktstringyes
NameTypeReqDescription
resultstringyes

No examples provided.