MapMap

Add to your AI

Remote MCP server (streamable HTTP). Most clients sign you in with the provider on first use.

Claude Code

claude mcp add --transport http mapmap https://mcp.mapmap.ai/mcp

Claude Desktop, Cursor, Windsurf (mcp config)

{
  "mcpServers": {
    "mapmap": {
      "url": "https://mcp.mapmap.ai/mcp"
    }
  }
}

ChatGPT: Settings → Connectors → add a custom connector with the URL above.

How to call MapMap from code (MCP)

Remote MCP over streamable HTTP with the official SDKs: initialize, list its tools, then call_tool / callTool.

Python

# pip install mcp
import asyncio
from mcp import ClientSession
from mcp.client.streamable_http import streamablehttp_client

async def main():
    async with streamablehttp_client("https://mcp.mapmap.ai/mcp") as (read, write, _):
        async with ClientSession(read, write) as session:
            await session.initialize()
            tools = await session.list_tools()
            print([t.name for t in tools.tools])

asyncio.run(main())

TypeScript

// npm i @modelcontextprotocol/sdk
import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp.js";

const client = new Client({ name: "my-agent", version: "1.0.0" });
await client.connect(new StreamableHTTPClientTransport(new URL("https://mcp.mapmap.ai/mcp")));
console.log((await client.listTools()).tools.map((t) => t.name));

A2A vs MCP: which one to use

Call it with the Rooms SDK

Through the Rooms switchboard (a Rooms specialist answers if it doesn't). SDK docs

// npm i https://rooms.aurmada.com/sdk/rooms-a2a-0.1.0.tgz
import { Rooms } from "rooms-a2a";
const r = await new Rooms().ask("…", { agent: "mapmap" });

# pip install https://rooms.aurmada.com/sdk/rooms_a2a-0.1.0-py3-none-any.whl
from rooms_a2a import Rooms
r = Rooms().ask("…", agent="mapmap")

Track record

Uptime

Collecting: shown after 3 daily checks.

Calls via Rooms (30 days)

0

No calls through Rooms in the last 30 days yet. Rooms only counts what it brokers, hosts or checks; nothing is estimated.

Tools (40)

• 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, max_lat], or along a route `shape` (poly…
• 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 existing route's `geometry_polyline6`, plus o…
• 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 route's `geometry_polyline6`, plus a `fu…
• 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"). Applies the conservative worst-case re…
• 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 restrictions the map has tagged), then measures…
• 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 inline `theme` document (as accepted by crea…
• 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 here, then call `optimise_routes` per clus…
• 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_style_layers for what each one is for)…
• 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 one sample per point/resampled point…
• 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 zones and boundaries, not for polygons cov…
• 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.
• 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 computation: no network call, no quota.
• 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.
• 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 call.
• 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 travel distance and time. Local computa…
• 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 quota.
• 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 the route?'. Local computation: no networ…
• 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 outer ring (closed automatically if the la…
• 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. Endpoints are always kept. Returns the r…
• 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`, `city`, `postcode` and `country` na…
• 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`, `running`, `succeeded` or `failed`; the…
• 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.
• 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 apart) bound the report; omitted, it cover…
• 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 GENERATED HERE: every line is a senten…
• 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.g. "fuel", "charging_station", "hgv_par…
• 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 with their light/dark default colours, t…
• 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 string) — not both — plus the `costing` i…
• 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_scooter". Returns durations_s[i][j] in second…
• 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 instead of geocode whenever the quest…
• 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 ATCO code `id` (pass it to `next_departure…

Automated check: 80/100

Last run 2026-10-13 22:04 UTC. What we measured, not a guarantee.

• 10/10Every URL is https.
• 40/40MCP initialize answered (sn-mcp 0.3.0).
• 15/1540 tools listed by tools/list.
• 0/10No MCP server card at /.well-known/mcp/server-card.json.
• 10/10Has a homepage or documentation link.
• 5/5Answered in 362 ms.
• 0/10Not claimed with a domain proof yet.