MapMap
mcp remote · streamable-http · v1.1.0 · source: crawl
https://mcp.mapmap.ai/mcp
https://github.com/Mapmapai/mapmap
Maps for agents: truck/ADR routing, geocoding, places, matrices, isochrones, EV and fleet planning.
Works
70
Verified Oct 31, 2026 · p50 11780 ms · p95 11913 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'sn-mcp' |
| tools_listed | 15 | pass | 55 tools |
| schema_complete | 15 | fail | 28 of 55 tools have a description and a typed schema |
| latency_p50 | 10 | fail | p50 11780 ms |
| latency_p95 | 5 | fail | p95 11913 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (55)
| Name | Description | Schema |
|---|---|---|
check_style_contrast | Audit a map style's colour contrast against WCAG 2.1 (4.5:1 for label text, 3:1 for graphics like the route line), across both the light and dark palette variants. Pass a hosted `style_id` OR an inlin | incomplete |
geo_length | Total length in metres of a polyline through 2+ coordinates, summed geodesically. This measures the line you supply, NOT a driven route , use `route` for that. Local computation: no network call, no q | typed |
camera_incidents | Road incidents a TRAFFIC CAMERA SAW and a vision model CONFIRMED, in force now: near a point (`near` [lat, lon] with `radius_m`, default 1000, at most 10000), in a `bbox` [min_lon, min_lat, max_lon, m | typed |
cheapest_charging_along_route | Find the best EV charge points along a route, with the REAL extra travel time of stopping at each one, never a straight-line guess. Provide `origin` + `destination` (a route is computed) or an existin | incomplete |
cheapest_fuel_along_route | Find the cheapest fuel along a route, with the REAL extra travel time of stopping at each station, never a straight-line guess. Provide `origin` + `destination` (a route is computed) or an existing ro | incomplete |
check_adr_tunnel | Check whether a vehicle may pass through a tunnel of a given ADR category ("A"–"E"). Provide `hazmat` and, when known, the load's ADR 8.6.4 tunnel restriction code (e.g. "B", "C5000D", "B/D", "none"). | typed |
check_clearance_on_route | Measure a vehicle's overhead clearance along a route against surveyed point cloud geometry, wherever survey coverage exists. Routes with truck costing (so the search already avoids the height restrict | incomplete |
cluster | Group stops into balanced geographic clusters, so a day too large for one optimisation can be optimised one cluster at a time. This is the front half of the recipe for a thousand-stop day: cluster her | typed |
create_style | Create a hosted map style. Provide a name, optionally a named `base` to start from (light, dark, streets, midnight, navigator-day, navigator-night, fleet, outdoor, dataviz, backdrop, print - call list | incomplete |
elevation | Sample terrain elevation. Provide `points` (a bare list of coordinates) for point elevation, or `encoded_polyline` (optionally with `resample_distance_m`) for an along-route profile, not both. Returns | typed |
events_in_area | Earthquakes, volcano alerts and satellite fire detections in a bounding box, for display. Pass `bbox` [west, south, east, north] (WGS84), optional `types` (quake, volcano, fire; default all), `min_mag | typed |
plan_day | Turn an itinerary into one navigable multi-stop route. Provide a `start` and `stops` (each a `location` {lat, lon} or a free-text `name` to geocode, plus optional `dwell_minutes` time at the stop), op | incomplete |
geo_area | Area in square metres enclosed by a ring of 3+ coordinates, computed geodesically. Always positive: the answer does not depend on whether the ring is wound clockwise or anticlockwise. Intended for zon | typed |
geo_bbox | The axis-aligned bounding box enclosing 1+ coordinates, as {min_lat, min_lon, max_lat, max_lon}. Useful for fitting a map view to a set of stops. Local computation: no network call, no quota. | typed |
geo_bearing | Initial bearing from one coordinate to another, in degrees clockwise from true north (0-360). This is the bearing at the START of the geodesic; over long distances the bearing changes en route. Local | incomplete |
geo_centroid | The centroid (geometric mean position) of 1+ coordinates, e.g. to pick a depot location or centre a map. Local computation: no network call, no quota. | typed |
geo_destination | The coordinate reached by travelling `distance_m` metres from `from` on `bearing_deg` (degrees clockwise from true north). The inverse of `geo_distance` + `geo_bearing`. Local computation: no network | incomplete |
geo_distance | Distance in metres between two coordinates. Computed geodesically on the WGS84 ellipsoid, so it is the straight-line (as-the-crow-flies) distance, NOT a driving distance, use `route` or `matrix` for t | incomplete |
geo_nearest_point_on_line | The closest position on a polyline to a given coordinate, plus the geodesic distance to it in metres. The answer may lie between vertices, not only on them. Useful for 'how far is this address from th | incomplete |
geo_point_in_polygon | Whether a coordinate lies inside a polygon: delivery zones, catchments, congestion or clean-air zones, site boundaries. Provide `point` {lat, lon} and `polygon` as 3+ {lat, lon} coordinates of the out | incomplete |
geo_simplify | Reduce the number of coordinates in a polyline while keeping its shape (Douglas-Peucker). `tolerance_deg` is in DEGREES, not metres: about 0.0001 drops detail finer than roughly 10 m at the equator. E | typed |
geocode | Turn a place (address, POI, town) into coordinates. Ask two ways, and they combine: `query` is free text, one run-together string, the way a person types into a search box, and `street`, `housenumber` | incomplete |
get_job | Read an asynchronous job submitted with `submit_optimise_job`: its status, and once it has finished, its result inline, exactly the body the synchronous tool would have returned. Status is `queued`, ` | typed |
get_style | Fetch a hosted style's latest theme document (the editable source) and the URL of its latest compiled MapLibre style. Use the theme to inspect current palette and layer overrides before editing. | typed |
get_usage | Check what your own API key has spent, so you can decide mid-task whether to keep going. Reading it is free: it costs no quota. Optional `from` and `to` (YYYY-MM-DD UTC, inclusive, at most 92 days apa | typed |
heritage_narration | Three to five short spoken lines an hour about the ground a route is on: one sentence, at the point the driver reaches the thing it is about, and then silence. Not a tour and not a chatbot. NOTHING IS | typed |
list_place_categories | List the canonical place categories you can pass as `category` to `nearby_places` and `search_along_route` (and browse on with `geocode`). Each entry is a `category` token (the exact value to send, e. | typed |
list_style_layers | List everything a MapMap style theme can style: the first-party named bases a style can start from (pass one as `create_style`'s `base`, or as the static-map API's `style=`), the named palette slots w | typed |
match_trace | Snap a recorded GPS trace to the road network and say what it actually travelled over. Provide `shape` (2 to 2000 recorded points, oldest first) or `encoded_polyline` (the same trace as a polyline6 st | incomplete |
matrix | Compute a travel time/distance matrix between origins (rows) and destinations (columns). Costing "auto", "truck" (with optional `truck` profile as in `route`), "bicycle", "pedestrian" or "motor_scoote | incomplete |
reverse_geocode | Turn coordinates into the nearest places: addresses, POIs and localities with distance in metres. The inverse of geocode. Provide `lat` and `lon`; returns up to `limit` (default 5, max 10) results, ne | typed |
route | Compute a turn-by-turn route between origin and destination (optionally via waypoints). Costing "auto" = car, "truck" = lorry, "bicycle", "pedestrian" = walking, "motor_scooter" = moped. Pass `truck` | incomplete |
nearby_places | Find places near a point, nearest first with distance in metres, by category (cafes, fuel, EV charging, parking), by name or brand ("the nearest Lloyds bank", "nearest Sainsbury's"), or both. Use this | typed |
nearby_stops | England bus and coach stops near a point, nearest first. Pass `lat` and `lon` (WGS84), optional `radius_m` (1 to 2,000, default 500) and `limit` (1 to 50, default 10). Each stop carries its NaPTAN ATC | typed |
next_departures | Timetabled bus departures at one stop, from the Bus Open Data (BODS) timetables. Pass `stop` (the NaPTAN ATCO code `nearby_stops` returns), optional `at` (RFC 3339, default now; the index holds three | typed |
optimise_routes | Optimise multi-vehicle, multi-stop delivery plans (VRP). Provide `vehicles` (id, start/end, capacity, skills, time_window), `jobs` (id, location, service_s, delivery/pickup, skills, time_windows) and/ | incomplete |
order_stops | Put a single run's stops in the best visiting order ("order my errands"). Provide `start` {lat, lon} and `stops` (1-100 entries of {location, label?, service_s?}); optionally an `end` destination or ` | incomplete |
places_in_view | What is over THERE: given a position and the direction the user is facing, the places inside that cone, and whether the ground and the buildings in between let them actually be seen. Use this for "wha | typed |
plan_errands | Order a handful of errands against a hard arrival time, and say honestly whether they fit. This is the "pick up a prescription, get petrol, and be at the school by quarter past three" tool. Give `orig | incomplete |
plan_ev_route | Plan a whole electric-vehicle journey, charge stops included. Give `origin` and `destination` (plus optional `waypoints`) and a `vehicle`, a published profile ("small_hatch", "saloon", "suv", "van") a | incomplete |
reachable_area | Compute the area reachable from an origin within one or more travel-time budgets, walkability/cyclability rings. Costing "pedestrian" answers "how far can I walk in 15 minutes?", "bicycle" the cycling | incomplete |
replan_routes | Re-plan a fleet part-way through its shift. Send the day back; nothing is stored. MapMap holds NO dispatch state, no plan, no vehicle position, no completion log, so a re-plan is not a delta against s | incomplete |
report_map_issue | Report that the live world disagrees with the map, a closed road, a wrong or missing restriction, a bad speed limit, a missing road, a wrong one-way, or changed access. Use it when you observe the mis | incomplete |
route_observations | What a journey PASSES, in sentences ready to be read aloud, each with its position along the route. The named rivers and canals it crosses, the road it runs on and for how far, the settlements it goes | typed |
search_along_route | Find places (POIs) along a route with the REAL extra travel time of stopping at each, never a straight-line guess. Provide `origin` + `destination` (a route is computed) or an existing route's `geomet | incomplete |
set_layer_paint | Set one MapLibre paint property on one skeleton layer of a hosted style (e.g. layer_id "road-major", property "line-width", value 4 or an expression array) and publish the result as a new immutable st | incomplete |
set_palette | Recolour one or more palette slots of a hosted style (e.g. {"water": "#0b2038", "roadMajor": "#8a6d3b"}) and publish the result as a new immutable style version. Slot names come from list_style_layers | typed |
set_temporary_closure | OPERATOR WRITE, ADMIN ONLY. Asserts a short-lived closure (`assert: {kind: closed}`) or speed (`{kind: speed_override, speed_kph}`, 1 to 120) on named OSM `way_ids` (1 to 20) and `direction` (forward, | incomplete |
space_weather_now | The planetary Kp index and the NOAA SWPC OVATION aurora forecast right now. No input. Returns `kp` (0 to 9) with its time, the forecast's valid time, the peak aurora probability and `aurora_png_url` ( | typed |
submit_integration_retro | Send MapMap a structured integration retro (problems, gotchas, wins, docs gaps). Call at most once, after your MapMap integration works or you stop trying, and only if the developer has approved sendi | typed |
submit_optimise_job | Submit a problem too large to solve inside one request to the asynchronous lane, and get a job id back. Set `kind` to "optimise", "replan" or "matrix", and pass `problem` in EXACTLY the shape the matc | incomplete |
validate_geodata | Check whether a dataset's DECLARED coordinate reference system actually describes its own coordinates, before you draw it on a map. Catches the failures that are otherwise silent: swapped lat/lon axes | typed |
verify_places | Check whether places (and itineraries) an AI mentioned are real, findable and physically possible. Pass structured `claims` (reliable, and the only path that supports itinerary feasibility) or free `t | incomplete |
weather_along_route | Forecast weather along a route, each sample read for the hour you actually reach it rather than the weather right now. Pass the route's `shape` (an encoded polyline6, the `route` tool's geometry_polyl | typed |
weather_frames | The NOAA GFS forecast frames MapMap publishes for drawing weather on a map: 17 frames (0 to 48 hours every 3 hours) of the newest run, each with URLs for the global rain, temperature, cloud, gust and | typed |
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