{"$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":"2026-11-05T17:23:58.782Z","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap.md","server":{"slug":"pipeworx-io-opensensemap","name":"Opensensemap","registryName":"io.github.pipeworx-io/opensensemap","description":"openSenseMap MCP — citizen-science environmental sensor network (opensensemap.org)","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"pipeworx-mcp-opensensemap","type":"npm","identifier":"@pipeworx/mcp-opensensemap","withdrawn":false,"url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap","version":"0.2.1","transport":"stdio","scoredAt":"2026-11-05T09:22:54.643Z"},"score":{"total":81,"tier":"high trust","status":"scored","weekDelta":4,"history":[{"date":"2026-11-05","total":81},{"date":"2026-11-04","total":65},{"date":"2026-11-03","total":77},{"date":"2026-11-02","total":77},{"date":"2026-11-01","total":77},{"date":"2026-10-31","total":77},{"date":"2026-10-30","total":77},{"date":"2026-10-29","total":77}]},"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-opensensemap).","Clear OSI-approved license (MIT).","Actively maintained (last published 1 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-opensensemap"}},{"code":"license.osi","args":{"spdx":"MIT"}},{"code":"maintenance.recent","args":{"age_days":"1"}},{"code":"disclosure.absent","args":{}}]},{"name":"Schema Quality & AI Usability","score":56,"verdict":"fail","reasons":["AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 1101 tokens (~367/item across 3 items; 3 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":"367","items":"3","tools":"3","tokens":"1101","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":100,"verdict":"pass","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","100% of tool parameters carry a description."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"100"}}]},{"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 3 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 4 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":"3"}},{"code":"toolsafety.manipulation_clean","args":{"units":"4","judged":"4"}}]},{"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":"opensensemap-mcp","type":"remote","identifier":"https://gateway.pipeworx.io/opensensemap/mcp","withdrawn":false,"score":63,"current":false,"url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/opensensemap-mcp","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-opensensemap/opensensemap-mcp.md"},{"slug":"pipeworx-mcp-opensensemap","type":"npm","identifier":"@pipeworx/mcp-opensensemap","withdrawn":false,"score":81,"current":true,"url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap.md"}],"facts":[{"label":"Registry","value":"npm"},{"label":"Package","value":"@pipeworx/mcp-opensensemap"},{"label":"Version","value":"0.2.1"},{"label":"Transport","value":"stdio"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"opensensemap_nearby","title":null,"description":"Find citizen science sensor stations (senseBox, openSenseMap network) near a lat/lon and return their latest readings — hyperlocal temperature, humidity, air pressure, PM2.5/PM10 air quality, illuminance, UV, noise. Answers \"sensor readings near me\", \"what does the local air quality sensor say\". Community-operated uncalibrated hardware: quality varies, so cross-check outliers. Filter to one measurement type with `phenomenon` (Phenomenon names on openSenseMap are mostly German (exact sensor titles): \"Temperatur\" (temperature °C), \"rel. Luftfeuchte\" (relative humidity %), \"Luftdruck\" (air pressure hPa), \"PM2.5\" and \"PM10\" (particulate matter µg/m³), \"Beleuchtungsstärke\" (illuminance lx), \"UV-Intensität\" (UV µW/cm²), \"Lautstärke\" (noise)). Stations silent for more than 7 days are skipped unless include_stale=true. Example: opensensemap_nearby({ latitude: 52.52, longitude: 13.405, phenomenon: \"PM2.5\" })","inputs":[{"name":"include_stale","type":"boolean","required":false,"description":"Include stations whose last measurement is older than 7 days (default false)"},{"name":"latitude","type":"number","required":true,"description":"Latitude of the search center, e.g. 52.52"},{"name":"limit","type":"number","required":false,"description":"Max stations to return with full readings, 1-10 (default 5)"},{"name":"longitude","type":"number","required":true,"description":"Longitude of the search center, e.g. 13.405"},{"name":"phenomenon","type":"string","required":false,"description":"Optional filter — only stations measuring this phenomenon. Common titles: \"Temperatur\", \"rel. Luftfeuchte\", \"Luftdruck\", \"PM2.5\", \"PM10\", \"Beleuchtungsstärke\", \"UV-Intensität\", \"Lautstärke\" (matched…"},{"name":"radius_km","type":"number","required":false,"description":"Search radius in km, 0.1-50 (default 10)"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":449},{"name":"opensensemap_box","title":null,"description":"Get one openSenseMap citizen science sensor station (senseBox) by its box id — full sensor readout with latest value, unit, and measurement time per sensor (temperature, humidity, PM2.5/PM10 air quality, pressure, noise...), plus location, exposure (outdoor/indoor/mobile) and station metadata. Box ids come from opensensemap_nearby. Community-operated uncalibrated sensors. Example: opensensemap_box({ box_id: \"65e8d93acbf5700007f920ca\" })","inputs":[{"name":"box_id","type":"string","required":true,"description":"24-char openSenseMap box id, e.g. \"65e8d93acbf5700007f920ca\""}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":157},{"name":"opensensemap_area_average","title":null,"description":"Average one phenomenon across all citizen science sensors (openSenseMap / senseBox network) in an area — hyperlocal neighborhood-level temperature, PM2.5/PM10 air quality, humidity, pressure or noise from many independent community stations. Give either a bounding box or a center point + radius_km. Aggregates the latest reading per sensor over the recent window client-side (the network has no fast server-side aggregation). Phenomenon names on openSenseMap are mostly German (exact sensor titles): \"Temperatur\" (temperature °C), \"rel. Luftfeuchte\" (relative humidity %), \"Luftdruck\" (air pressure hPa), \"PM2.5\" and \"PM10\" (particulate matter µg/m³), \"Beleuchtungsstärke\" (illuminance lx), \"UV-Intensität\" (UV µW/cm²), \"Lautstärke\" (noise) — the name must match the sensor title exactly (e.g. \"Temperatur\", not \"temperature\"). Example: opensensemap_area_average({ phenomenon: \"PM2.5\", latitude: 52.52, longitude: 13.405, radius_km: 5 })","inputs":[{"name":"bbox","type":"string","required":false,"description":"Bounding box as \"west,south,east,north\" in degrees, e.g. \"13.3,52.45,13.5,52.55\" (overrides center+radius)"},{"name":"latitude","type":"number","required":false,"description":"Center latitude (use with longitude + radius_km, instead of bbox)"},{"name":"longitude","type":"number","required":false,"description":"Center longitude"},{"name":"phenomenon","type":"string","required":true,"description":"Exact phenomenon / sensor title, e.g. \"PM2.5\", \"PM10\", \"Temperatur\", \"rel. Luftfeuchte\", \"Luftdruck\", \"Lautstärke\""},{"name":"radius_km","type":"number","required":false,"description":"Radius in km around the center, 0.1-25 (default 5)"},{"name":"window_hours","type":"number","required":false,"description":"How far back to look for each sensor's latest reading, 1-24 hours (default 2)"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":440}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T09:22:54.000Z","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 attestation endpoint","sourceRepo":null,"attestationSkipped":null,"attestationSkippedLabel":null},"installScripts":[],"installScriptsTotal":null,"vulnerabilities":[],"vulnerabilitiesTotal":null,"dependencies":{"nodes":0,"partial":false,"deprecated":null,"stale":null,"noRepo":null}},"mismatches":[],"changelog":{"trackingSince":"2026-10-29","recent":[{"id":"chg_01a1ab04-b454-7d8d-a69c-96ce317546b3","kind":"score.total_changed","summary":"Trust score (65 → 81)","materiality":"functional","direction":"improvement","scoreDelta":16,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a1ab04-b454-7d8d-a69c-96ce317546b3"},{"id":"chg_01a1ab04-b450-7739-8de4-544471c1d1fc","kind":"check.reverified","summary":"Malware scan (unverified → pass)","materiality":"security","direction":"improvement","scoreDelta":null,"occurredOn":"2026-11-05","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a1ab04-b450-7739-8de4-544471c1d1fc"},{"id":"chg_01a1a474-c656-7e80-93c0-3b182ebe93d4","kind":"check.reverified","summary":"Stability (unverified → 0.20)","materiality":"functional","direction":"improvement","scoreDelta":null,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a1a474-c656-7e80-93c0-3b182ebe93d4"},{"id":"chg_01a1a474-c657-7586-99f8-098eadbe43db","kind":"package.version_changed","summary":"Package version (0.2.0 → 0.2.1)","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a1a474-c657-7586-99f8-098eadbe43db"},{"id":"chg_01a1a474-c657-7c7a-a43e-2dd7ec8e597f","kind":"score.total_changed","summary":"Trust score (77 → 65)","materiality":"functional","direction":"regression","scoreDelta":-12,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a1a474-c657-7c7a-a43e-2dd7ec8e597f"},{"id":"chg_01a1a474-c655-7abc-b77f-a765d7e94a2d","kind":"check.unverifiable","summary":"Malware scan (pass → unverified)","materiality":"security","direction":"regression","scoreDelta":null,"occurredOn":"2026-11-04","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a1a474-c655-7abc-b77f-a765d7e94a2d"},{"id":"chg_01a18c17-44ff-7319-8c19-6e4083264349","kind":"check.reverified","summary":"Security disclosure (unverified → fail)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-30","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a18c17-44ff-7319-8c19-6e4083264349"},{"id":"chg_01a186e4-7f43-7411-a2f2-a1972ee6c5da","kind":"score.first_scored","summary":"First indexed and scored","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap#chg-chg_01a186e4-7f43-7411-a2f2-a1972ee6c5da"}],"truncated":false,"feedUrl":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap/changelog.json"},"links":{"html":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap","markdown":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap.md","changelogJson":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap/changelog.json","changelogRss":"https://verifymcp.io/servers/pipeworx-io-opensensemap/pipeworx-mcp-opensensemap.xml","external":[{"label":"npm package","href":"https://www.npmjs.com/package/@pipeworx/mcp-opensensemap"},{"label":"Socket report","href":"https://socket.dev/npm/package/@pipeworx/mcp-opensensemap"},{"label":"Repository","href":"https://github.com/pipeworx-io/mcp-opensensemap"},{"label":"Website","href":"https://pipeworx.io/packs/opensensemap"}]}}