Canli Validation
Deflated Sharpe and PBO checks. A verdict is not admission to anything and is not a forecast.
Description from the maker (original English)
OpenStreetMap queries, maps/styles, search, routing, terrain, analysis, pipelines, and rendering.
These three are never merged into one score: opinions, measurements and popularity are different things.
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
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claude mcp add --transport http mapsource https://api.mapsource.io/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"mapsource": {
"url": "https://api.mapsource.io/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"mapsource": {
"type": "http",
"url": "https://api.mapsource.io/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
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Authorization secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
service_statusRead Overpass engine readiness, dataset timestamp, billing state, and x402 payment mode. Public. Use geo_data with operation status for the full subsystem report.
basemap_catalogList raster and vector tile templates, source zoom ranges, dataset snapshots, and attribution. The catalog is public; tile requests require a subscription key.
elevationSample terrain at lat/lon. elevationMeters is clamped to zero; sampledMeters retains the raw model elevation. belowSeaLevel identifies negative samples and bathymetryTile references the source raster. Requires a subscription key. Not survey-grade.
geo_dataRead service status, basemap catalog, point elevation, contours, usage, and metrics. Status includes subsystem availability and replication lag. Elevation returns surface and raw model heights. Metrics report request rates, success rates, latency percentiles, and dataset ages. St
geo_jobsDurable JSON Overpass background queries: submit with an idempotency key, list owned jobs, inspect progress, or cancel work. Polling and downloads use no request allowance. Operations: submit, list, status, cancel. Responses contain compact job metadata only. Download completed J
geo_styleConfigure semantic basemap styles. Operations: explain and schema retrieve public definitions; intent generates a proposal; preview compiles changes; save, list, revisions, diff, and delete manage profiles. Submit semantic manifests or preset patches, not raw MapLibre JSON. Authe
geo_renderRender a static PNG map from a center and zoom or bounding box. Supports GeoJSON overlays, result handles, and up to 50 labeled markers. Dark and light styles use raster rendering; other preset or profile names use vector rendering. Requires a subscription key.
geo_analyzeMeasure or transform geometry using buffer, centroid, bbox, area, length, distance, intersect, union, difference, contains, intersects, nearest, simplify, or convex. Inputs accept GeoJSON, coordinate pairs, Overpass results, and result handles. Polygon overlay operations require
geo_searchSearch places and retrieve geographic entities. Use lookup for local address, business, brand and landmark search with soft map-focus bias, strict house numbers, source IDs and ambiguity reporting. Use discover for POIs in a viewport, polygon or isochrone, optionally ranked by tr
geo_navigateNavigation operations: route, matrix, isochrone, map_match, snap, and optimize. Route accepts 2–10 waypoints and optional elevation profiles. Matrix supports up to 625 pairs. Map matching accepts up to 1,000 trace points; optimization accepts 3–20 stops. Results include geometry
routeCalculate a turn-by-turn route between 2–10 waypoints. Supported costing: auto, bicycle, pedestrian, truck, motor_scooter, and bus. Returns GeoJSON, distance, duration, and maneuvers. Set elevation to true for a terrain profile with gain and loss. Requires a subscription key.
isochroneCalculate reachable-area polygons from a coordinate for up to four travel-time bands. Returns GeoJSON for catchment, coverage, and accessibility analysis. Requires a subscription key.
overpass_queryExecute bounded Overpass QL over OSM nodes, ways, relations, tags, geometry, areas, metadata, and spatial selectors. Historical attic queries are unsupported. Requires a subscription key or authorized x402 payment. Use service_status to retrieve the dataset timestamp.
find_featuresFind cafes, restaurants, buildings, parks, schools, hospitals, transit stops, drinking water, or trails within a bounding box up to 0.5 degrees per axis. Returns OSM geometry and tags, subject to the output limit. Requires a subscription key or authorized x402 payment.
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 9, 2026
The publisher (robit-man) is not the repo owner (robit-man); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 14 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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.
You need to fill in: Authorization
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 (0.3.1) reached the registry 40 days 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: Canli Validation, Dine MCP, Inbox eSIM
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Deflated Sharpe and PBO checks. A verdict is not admission to anything and is not a forecast.
Restaurant table availability across SevenRooms, TableCheck and ResDiary. Read-only; never books.
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No README found in the repo