{"$schema":"https://verifymcp.io/schemas/trust-report.json","schemaVersion":1,"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"generatedAt":"2026-11-05T16:24:38.448Z","url":"https://verifymcp.io/servers/pipeworx-io-mapbox/pipeworx-mcp-mapbox","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-mapbox/pipeworx-mcp-mapbox.md","server":{"slug":"pipeworx-io-mapbox","name":"Mapbox","registryName":"io.github.pipeworx-io/mapbox","description":"Mapbox MCP.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"pipeworx-mcp-mapbox","type":"npm","identifier":"@pipeworx/mcp-mapbox","withdrawn":false,"url":"https://verifymcp.io/servers/pipeworx-io-mapbox/pipeworx-mcp-mapbox","version":"0.2.1","transport":"stdio","scoredAt":"2026-11-05T09:09:19.041Z"},"score":{"total":79,"tier":"medium","status":"scored","weekDelta":4,"history":[{"date":"2026-11-05","total":79},{"date":"2026-11-04","total":78},{"date":"2026-11-03","total":78},{"date":"2026-11-02","total":62},{"date":"2026-11-01","total":77},{"date":"2026-10-31","total":76},{"date":"2026-10-30","total":76},{"date":"2026-10-29","total":75}]},"categories":[{"name":"Supply Chain Security","score":100,"verdict":"pass","reasons":["No malware found by supply-chain analysis.","No known CVEs affecting this package version or its production dependencies.","No install/post-install scripts declared.","No production dependencies, so there is no dependency health to assess."],"codes":[{"code":"supplychain.malware_clean","args":{}},{"code":"cve.none","args":{}},{"code":"installscript.none","args":{}},{"code":"dephealth.no_dependencies","args":{"deps":"0","unhealthy":"0"}}]},{"name":"Provenance & Transparency","score":97,"verdict":"fail","reasons":["Source repository is publicly reachable at the declared URL.","Cryptographically verified build provenance (signed, bound to pipeworx-io/mcp-mapbox).","Clear OSI-approved license (MIT).","Actively maintained (last published 2 days ago).","Disclosure check failed: no security disclosure policy was found in the source repository."],"codes":[{"code":"provenance.repo_verified","args":{}},{"code":"provenance.verified","args":{"repo":"pipeworx-io/mcp-mapbox"}},{"code":"license.osi","args":{"spdx":"MIT"}},{"code":"maintenance.recent","args":{"age_days":"2"}},{"code":"disclosure.absent","args":{}}]},{"name":"Schema Quality & AI Usability","score":59,"verdict":"fail","reasons":["AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 1221 tokens (~152/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_heavy","args":{"avg":"152","items":"8","tools":"8","tokens":"1221","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":23,"verdict":"partial","reasons":["Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"7"}}]},{"name":"Tool Coverage","score":67,"verdict":"partial","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","2% of tool parameters carry a description."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"2"}}]},{"name":"Tool Safety","score":100,"verdict":"pass","reasons":["No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.","We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it."],"codes":[{"code":"toolsafety.injection_clean","args":{}},{"code":"toolsafety.destructive_none","args":{"tools":"8"}},{"code":"toolsafety.manipulation_clean","args":{"units":"9","judged":"9"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28."],"codes":[{"code":"protocol.supported","args":{"latest":"2026-07-28","version":"2025-11-25"}}]}],"inconclusive":[],"malware":[],"components":[{"slug":"mapbox-mcp","type":"remote","identifier":"https://gateway.pipeworx.io/mapbox/mcp","withdrawn":false,"score":71,"current":false,"url":"https://verifymcp.io/servers/pipeworx-io-mapbox/mapbox-mcp","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-mapbox/mapbox-mcp.md"},{"slug":"pipeworx-mcp-mapbox","type":"npm","identifier":"@pipeworx/mcp-mapbox","withdrawn":false,"score":79,"current":true,"url":"https://verifymcp.io/servers/pipeworx-io-mapbox/pipeworx-mcp-mapbox","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-mapbox/pipeworx-mcp-mapbox.md"}],"facts":[{"label":"Registry","value":"npm"},{"label":"Package","value":"@pipeworx/mcp-mapbox"},{"label":"Version","value":"0.2.1"},{"label":"Transport","value":"stdio"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"geocode_forward","title":null,"description":"\"What are the coordinates of [address]\" / \"geocode [place]\" / \"lat lng for [location]\" / \"find [city] on a map\" — convert a street address, city, or place name to GPS coordinates (longitude / latitude) using Mapbox's global geocoder. Works on any street, intersection, POI, or administrative area worldwide. Example: geocode_forward({ query: \"1600 Pennsylvania Ave, Washington DC\" }).","inputs":[{"name":"autocomplete","type":"boolean","required":false,"description":null},{"name":"bbox","type":"string","required":false,"description":null},{"name":"country","type":"string","required":false,"description":null},{"name":"fuzzyMatch","type":"boolean","required":false,"description":null},{"name":"language","type":"string","required":false,"description":null},{"name":"limit","type":"number","required":false,"description":null},{"name":"proximity","type":"string","required":false,"description":null},{"name":"query","type":"string","required":true,"description":null},{"name":"types","type":"string","required":false,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":168},{"name":"geocode_reverse","title":null,"description":"\"What's at [lat,lng]\" / \"reverse geocode coordinates\" / \"what address is at these coords\" / \"what place is at this GPS point\" — convert longitude / latitude into the nearest street address, neighborhood, city, region, or country via Mapbox's global geocoder. Works worldwide.","inputs":[{"name":"country","type":"string","required":false,"description":null},{"name":"language","type":"string","required":false,"description":null},{"name":"lat","type":"number","required":true,"description":null},{"name":"limit","type":"number","required":false,"description":null},{"name":"lon","type":"number","required":true,"description":null},{"name":"types","type":"string","required":false,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":115},{"name":"directions","title":null,"description":"\"Directions from A to B\" / \"how long does it take to drive from X to Y\" / \"how far is [A] from [B]\" / \"walking / cycling / driving directions\" / \"navigation between points\" / \"shortest route\" — turn-by-turn routing between two or more coordinates. Returns geometry, distance (meters), duration (seconds), voice + banner instructions, and alternatives. Profile: driving, driving-traffic, walking, or cycling. Backed by Mapbox's commercial-grade traffic data and global road network.","inputs":[{"name":"alternatives","type":"boolean","required":false,"description":null},{"name":"annotations","type":"string","required":false,"description":null},{"name":"banner_instructions","type":"boolean","required":false,"description":null},{"name":"coordinates","type":"array","required":true,"description":null},{"name":"geometries","type":"string","required":false,"description":null},{"name":"language","type":"string","required":false,"description":null},{"name":"overview","type":"string","required":false,"description":null},{"name":"profile","type":"string","required":false,"description":null},{"name":"steps","type":"boolean","required":false,"description":null},{"name":"voice_instructions","type":"boolean","required":false,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":194},{"name":"directions_matrix","title":null,"description":"\"Distance matrix\" / \"drive times between multiple points\" / \"travel times grid\" / \"all-to-all distances\" — N×M distance and duration matrix between many coordinates. Use for traveling-salesman, delivery routing, nearest-warehouse, or \"which of these N stores is closest to each of these M customers\" questions.","inputs":[{"name":"annotations","type":"string","required":false,"description":null},{"name":"coordinates","type":"array","required":true,"description":null},{"name":"destinations","type":"string","required":false,"description":null},{"name":"profile","type":"string","required":false,"description":null},{"name":"sources","type":"string","required":false,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":111},{"name":"isochrone","title":null,"description":"\"How far can I get in [N] minutes from [point]\" / \"reachable area in [time]\" / \"drive-time / walk-time / cycle-time polygons\" / \"delivery zone within [radius]\" / \"service area around [location]\" — isochrone polygons (reachable area within X minutes or meters) from a starting coordinate by car, walking, or cycling. Use for site-selection, delivery-zone, commute-shed, and \"how big a catchment do I have\" questions.","inputs":[{"name":"contours_colors","type":"string","required":false,"description":null},{"name":"contours_meters","type":"string","required":false,"description":null},{"name":"contours_minutes","type":"string","required":false,"description":null},{"name":"coordinates","type":"array","required":true,"description":"[lon, lat]"},{"name":"denoise","type":"number","required":false,"description":null},{"name":"generalize","type":"number","required":false,"description":null},{"name":"polygons","type":"boolean","required":false,"description":null},{"name":"profile","type":"string","required":true,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":177},{"name":"map_matching","title":null,"description":"\"Snap GPS trace to roads\" / \"clean up noisy GPS coordinates\" / \"match track to road network\" — takes a sequence of GPS points and returns the most likely path along the road network. Use for vehicle telematics, fitness-tracker cleanup, or \"what road did this driver actually take\" questions.","inputs":[{"name":"annotations","type":"string","required":false,"description":null},{"name":"coordinates","type":"array","required":true,"description":null},{"name":"geometries","type":"string","required":false,"description":null},{"name":"overview","type":"string","required":false,"description":null},{"name":"profile","type":"string","required":false,"description":null},{"name":"radiuses","type":"string","required":false,"description":null},{"name":"steps","type":"boolean","required":false,"description":null},{"name":"tidy","type":"boolean","required":false,"description":null},{"name":"timestamps","type":"string","required":false,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":137},{"name":"tilequery","title":null,"description":"Query features inside a Mapbox vector tile around a coordinate — what POIs / roads / boundaries / buildings are within a radius of a point. Specialized GIS query against a specific tileset_id; most users want geocode_reverse or directions instead.","inputs":[{"name":"dedupe","type":"boolean","required":false,"description":null},{"name":"geometry","type":"string","required":false,"description":null},{"name":"lat","type":"number","required":true,"description":null},{"name":"layers","type":"string","required":false,"description":null},{"name":"limit","type":"number","required":false,"description":null},{"name":"lon","type":"number","required":true,"description":null},{"name":"radius","type":"number","required":false,"description":null},{"name":"tileset_id","type":"string","required":true,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":116},{"name":"static_image_url","title":null,"description":"\"Static map image of [location]\" / \"embed a map of [coords]\" / \"screenshot a map\" / \"thumbnail map\" — generates a Mapbox static-tile image URL for embedding in slack, docs, emails, or dashboards. Pass style + coords + zoom + width/height; returns a fetchable PNG URL. No client-side JS or interactivity required.","inputs":[{"name":"bearing","type":"number","required":false,"description":null},{"name":"height","type":"number","required":true,"description":null},{"name":"lat","type":"number","required":true,"description":null},{"name":"lon","type":"number","required":true,"description":null},{"name":"pitch","type":"number","required":false,"description":null},{"name":"retina","type":"boolean","required":false,"description":null},{"name":"style_id","type":"string","required":true,"description":null},{"name":"width","type":"number","required":true,"description":null},{"name":"zoom","type":"number","required":true,"description":null}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":151}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T09:09:19.000Z","track":"package","endpoint":null,"declaredUrl":null,"truncated":false,"tls":null,"dnssec":null,"auth":null,"httpsRedirect":null,"transports":[],"provenance":{"outcome":"verified","label":"Verified","reason":"verified","reasonLabel":"Verified","discovery":"attestation_endpoint","discoveryLabel":"Registry 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