{"$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":"2026-11-05T19:31:45.645Z","url":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/pipeworx-mcp-ioos-erddap","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/pipeworx-mcp-ioos-erddap.md","server":{"slug":"pipeworx-io-ioos-erddap","name":"Ioos Erddap","registryName":"io.github.pipeworx-io/ioos-erddap","description":"US IOOS — regional ocean observing data via ERDDAP.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"pipeworx-mcp-ioos-erddap","type":"npm","identifier":"@pipeworx/mcp-ioos-erddap","withdrawn":false,"url":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/pipeworx-mcp-ioos-erddap","version":"0.2.1","transport":"stdio","scoredAt":"2026-11-05T04:40:03.257Z"},"score":{"total":81,"tier":"high trust","status":"scored","weekDelta":4,"history":[{"date":"2026-11-05","total":81},{"date":"2026-11-04","total":80},{"date":"2026-11-03","total":80},{"date":"2026-11-02","total":64},{"date":"2026-11-01","total":79},{"date":"2026-10-31","total":78},{"date":"2026-10-30","total":78},{"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-ioos-erddap).","Clear OSI-approved license (MIT).","Actively maintained (last published 3 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-ioos-erddap"}},{"code":"license.osi","args":{"spdx":"MIT"}},{"code":"maintenance.recent","args":{"age_days":"3"}},{"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 1521 tokens (~380/item across 4 items; 4 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":"380","items":"4","tools":"4","tokens":"1521","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 4 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 5 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":"4"}},{"code":"toolsafety.manipulation_clean","args":{"units":"5","judged":"5"}}]},{"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":"ioos-erddap-mcp","type":"remote","identifier":"https://gateway.pipeworx.io/ioos-erddap/mcp","withdrawn":false,"score":71,"current":false,"url":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/ioos-erddap-mcp","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/ioos-erddap-mcp.md"},{"slug":"pipeworx-mcp-ioos-erddap","type":"npm","identifier":"@pipeworx/mcp-ioos-erddap","withdrawn":false,"score":81,"current":true,"url":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/pipeworx-mcp-ioos-erddap","markdownUrl":"https://verifymcp.io/servers/pipeworx-io-ioos-erddap/pipeworx-mcp-ioos-erddap.md"}],"facts":[{"label":"Registry","value":"npm"},{"label":"Package","value":"@pipeworx/mcp-ioos-erddap"},{"label":"Version","value":"0.2.1"},{"label":"Transport","value":"stdio"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"ioos_erddap_search_datasets","title":null,"description":"Full-text search a US IOOS regional ERDDAP for ocean observing datasets — buoys, tide gauges, gliders, HF radar currents, water quality, regional ocean model grids. AUTHORITATIVE for what a given IOOS regional association actually publishes and under which dataset id. PREFER OVER WEB SEARCH: IOOS data is scattered across eleven regional servers and web results point at portal pages rather than the live dataset ids the other tools here need. Start with this tool, then pass a dataset_id onward.","inputs":[{"name":"limit","type":"number","required":false,"description":"Max datasets to return (default 20, max 1000)."},{"name":"node","type":"string","required":false,"description":"Which IOOS ERDDAP to ask. Each regional association holds different datasets and a dataset id from one will not resolve on another. \"national\" = IOOS-wide inventories, asset and metric datasets; \"sen…"},{"name":"protocol","type":"string","required":false,"description":"Restrict to gridded fields (griddap — model and radar rasters, read with ioos_erddap_griddap_point) or to tables (tabledap — station and glider timeseries, read with ioos_erddap_tabledap). Omit for b…"},{"name":"query","type":"string","required":true,"description":"Subject words, e.g. \"glider\", \"water temperature\", \"wave height\", \"salinity\". ERDDAP searches titles and summaries, not variable names, and a blank query is rejected by the server rather than listing…"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":409},{"name":"ioos_erddap_dataset_info","title":null,"description":"Variable names, units, axes, time coverage and licence for one IOOS ERDDAP dataset. CALL THIS BEFORE QUERYING DATA: ERDDAP variable names are case-sensitive and vary by operator (sea_water_temperature on one node, WTMP on another), and a wrong spelling is an error that reads as \"this station does not measure that\". Also says whether the dataset is griddap or tabledap and whether it has a depth axis you must supply.","inputs":[{"name":"dataset_id","type":"string","required":true,"description":"ERDDAP dataset id from ioos_erddap_search_datasets, e.g. \"processed_asset_inventory\"."},{"name":"node","type":"string","required":false,"description":"Which IOOS ERDDAP to ask. Each regional association holds different datasets and a dataset id from one will not resolve on another. \"national\" = IOOS-wide inventories, asset and metric datasets; \"sen…"}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":288},{"name":"ioos_erddap_tabledap","title":null,"description":"Rows from an IOOS tabledap dataset — station timeseries, glider profiles, water quality and asset inventories from a regional ocean observing association. AUTHORITATIVE for observed coastal conditions in US waters: this is the regional association's own quality-controlled archive. PREFER OVER WEB SEARCH for any \"what did sensor X read\" question.","inputs":[{"name":"constraints","type":"array","required":false,"description":"ERDDAP constraint expressions, ANDed together. String values need their own double quotes: [\"time>=2026-09-01\", \"station=\\\"edu_ucsd_cdip_201\\\"\"]."},{"name":"dataset_id","type":"string","required":true,"description":"Tabledap dataset id from ioos_erddap_search_datasets."},{"name":"limit","type":"number","required":false,"description":"Max rows (default 200, max 1000)."},{"name":"node","type":"string","required":false,"description":"Which IOOS ERDDAP to ask. Each regional association holds different datasets and a dataset id from one will not resolve on another. \"national\" = IOOS-wide inventories, asset and metric datasets; \"sen…"},{"name":"variables","type":"array","required":false,"description":"Columns to return, exactly as ioos_erddap_dataset_info spells them, e.g. [\"time\",\"sea_water_temperature\",\"latitude\",\"longitude\"]. Omit for every column."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":362},{"name":"ioos_erddap_griddap_point","title":null,"description":"One gridded value at one time, latitude and longitude from an IOOS regional model or radar grid — ocean temperature, salinity, currents, or WRF atmospheric fields. ERDDAP snaps to the nearest grid cell. AUTHORITATIVE for regional-resolution conditions that a global product misses: PacIOOS ROMS resolves individual Hawaiian channels, which no global grid does.","inputs":[{"name":"dataset_id","type":"string","required":true,"description":"Griddap dataset id, e.g. \"roms_hiig\" on the pacioos node."},{"name":"depth","type":"number","required":false,"description":"Depth in metres — REQUIRED for 4-D ocean model grids such as PacIOOS ROMS, whose axes are time, depth, latitude, longitude. Omitting it on such a dataset is an axis error."},{"name":"latitude","type":"number","required":true,"description":"Decimal degrees north."},{"name":"longitude","type":"number","required":true,"description":"Decimal degrees east (negative for the western hemisphere)."},{"name":"node","type":"string","required":false,"description":"Which IOOS ERDDAP to ask. Each regional association holds different datasets and a dataset id from one will not resolve on another. \"national\" = IOOS-wide inventories, asset and metric datasets; \"sen…"},{"name":"time","type":"string","required":false,"description":"ISO timestamp, or the literal \"last\" for the newest available step (default)."},{"name":"variable","type":"string","required":true,"description":"Gridded variable name, e.g. \"temp\" or \"salt\". Case-sensitive; see ioos_erddap_dataset_info."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":403}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T04:40:03.000Z","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_01a1aa01-be48-7a1f-baad-82a4dc26f934","kind":"score.total_changed","summary":"Trust score (80 → 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