{"$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":"2026-11-05T17:27:53.645Z","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr","markdownUrl":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr.md","server":{"slug":"nkapila6-mcpsurfr","name":"mcpsurfr","registryName":"io.github.nkapila6/mcpsurfr","description":"Local web search with multi-engine deep research and on-device re-ranking. No API keys.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"ghcr-io-nkapila6-mcpsurfr","type":"oci","identifier":"ghcr.io/nkapila6/mcpsurfr","withdrawn":false,"url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr","version":"v1.2.3","transport":"stdio","scoredAt":"2026-11-05T03:03:02.069Z"},"score":{"total":38,"tier":"low","status":"scored","weekDelta":0,"history":[{"date":"2026-11-05","total":38},{"date":"2026-11-04","total":38},{"date":"2026-11-03","total":38},{"date":"2026-11-02","total":38},{"date":"2026-11-01","total":38},{"date":"2026-10-31","total":38},{"date":"2026-10-30","total":38},{"date":"2026-10-29","total":38},{"date":"2026-10-28","total":41},{"date":"2026-10-27","total":40},{"date":"2026-10-26","total":40},{"date":"2026-10-25","total":39},{"date":"2026-10-24","total":39},{"date":"2026-10-23","total":38}]},"categories":[{"name":"Supply Chain Security","score":0,"verdict":"unverified","reasons":["No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.","Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.","Install-script risk not yet assessed.","Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read."],"codes":[{"code":"supplychain.malware_inconclusive","args":{"reason":"ecosystem_unsupported"}},{"code":"cve.inconclusive","args":{"reason":"no_sbom_attached"}},{"code":"installscript.inconclusive","args":{"reason":"no_install_concept"}},{"code":"dephealth.inconclusive","args":{"reason":"no_sbom_attached"}}]},{"name":"Provenance & Transparency","score":32,"verdict":"fail","reasons":["Source repository is publicly reachable at the declared URL.","Provenance check failed: no build-provenance attestation is published.","License check failed: no license is declared.","Actively maintained (last published 6 days ago).","Disclosure check failed: no security disclosure policy was found in the source repository."],"codes":[{"code":"provenance.repo_verified","args":{}},{"code":"provenance.none","args":{}},{"code":"license.absent","args":{}},{"code":"maintenance.recent","args":{"age_days":"6"}},{"code":"disclosure.absent","args":{}}]},{"name":"Schema Quality & AI Usability","score":74,"verdict":"fail","reasons":["100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).","AI-judged instruction clarity (good).","Context-footprint check failed: tool/resource definitions use about 1715 tokens (~285/item across 6 items; 4 tools + 2 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.descriptions","args":{"pct":"100"}},{"code":"schema.ai_quality","args":{"band":"good"}},{"code":"schema.footprint_heavy","args":{"avg":"285","items":"6","tools":"4","tokens":"1715","resources":"2"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":0,"verdict":"fail","reasons":["Stability check failed: the tool surface changed between v1.1.1 and v1.2.3: 3 tool removals, 0 breaking changes, 1 additions."],"codes":[{"code":"stability.version_churn","args":{"to":"v1.2.3","days":"13","from":"v1.1.1","added":"1","breaks":"0","removed":"3"}}]},{"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.","Structured output schemas are declared (100% of tools); any adoption earns full credit."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"100"}},{"code":"toolquality.output_present","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 6 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":"6","judged":"6"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a current MCP spec version (2026-07-28)."],"codes":[{"code":"protocol.current","args":{"version":"2026-07-28"}}]}],"inconclusive":["No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.","Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.","Install-script risk not yet assessed.","Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read."],"malware":[],"components":[{"slug":"ghcr-io-nkapila6-mcpsurfr","type":"oci","identifier":"ghcr.io/nkapila6/mcpsurfr","withdrawn":false,"score":38,"current":true,"url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr","markdownUrl":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr.md"},{"slug":"mcpsurfr","type":"pypi","identifier":"mcpsurfr","withdrawn":false,"score":55,"current":false,"url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/mcpsurfr","markdownUrl":"https://verifymcp.io/servers/nkapila6-mcpsurfr/mcpsurfr.md"}],"facts":[{"label":"Registry","value":"oci"},{"label":"Package","value":"ghcr.io/nkapila6/mcpsurfr"},{"label":"Version","value":"v1.2.3"},{"label":"Transport","value":"stdio"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"rag_search_ddgs","title":"Web search","description":"Search the web and return the most relevant pages as text, for when whole pages are\nwanted (search returns only the relevant passages). Results are re-ranked locally by\nsemantic similarity to the query before the top pages are fetched.","inputs":[{"name":"backend","type":"string","required":false,"description":"Search backend, same names as deep_research. Default \"auto\" (ddgs\n           metasearch over several engines, skipping blocked ones). Non-auto\n           backends that return nothing are retried with…"},{"name":"exclude_domains","type":null,"required":false,"description":"Never results from these sites. Example: [\"pinterest.com\"]"},{"name":"include_domains","type":null,"required":false,"description":"Only results from these sites, subdomains included.\nExample: [\"python.org\", \"stackoverflow.com\"]"},{"name":"include_urls","type":"boolean","required":false,"description":"Whether to include each page's source URL for citation.\n                Default: True"},{"name":"news","type":"boolean","required":false,"description":"Search news articles instead of the web. Results then carry their published\n\"date\". News backends: auto, bing, duckduckgo, yahoo. Pair with recency for current events."},{"name":"num_results","type":"integer","required":false,"description":"Number of initial search results to rank.\n              More results provide better coverage but increase processing time.\n              Default: 10"},{"name":"query","type":"string","required":true,"description":"The search query. Use natural language questions or keywords.\n        Example: \"latest developments in quantum computing\""},{"name":"recency","type":null,"required":false,"description":"Only results from the past \"day\", \"week\", \"month\" or \"year\"."},{"name":"region","type":null,"required":false,"description":"Region-language code like \"us-en\", \"uk-en\" or \"de-de\". Default: ddgs's own (us-en)."},{"name":"top_k","type":"integer","required":false,"description":"Number of top-ranked pages to fetch and return.\n        Default: 5"}],"outputs":[],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":355},{"name":"search","title":"Search (passages)","description":"Search the web and return only the passages that answer the query, not whole\npages: usually about a tenth of the text of rag_search_ddgs. Use this first.\n\nTiers, cheapest first:\n1. Search, then keep the top_pages results whose title/snippet match best.\n2. Fetch those pages, split them into ~600-char passages, keyword-match them (BM25)\n   against the query plus `keywords`.\n3. Only if that leaves too many candidates, or matches nothing (a paraphrase),\n   the local embedder ranks them by meaning.\nIf nothing matched the keywords and the client can show questions, the user is\nasked whether they want the full pages instead.","inputs":[{"name":"backend","type":"string","required":false,"description":"Search backend, same names as deep_research. Default \"auto\"."},{"name":"exclude_domains","type":null,"required":false,"description":"Never results from these sites. Example: [\"pinterest.com\"]"},{"name":"include_domains","type":null,"required":false,"description":"Only results from these sites, subdomains included.\nExample: [\"python.org\", \"stackoverflow.com\"]"},{"name":"keywords","type":null,"required":false,"description":"Terms a good answer would contain, including\nsynonyms and exact phrases. Example for \"how do I make postgres faster\":\n[\"index\", \"EXPLAIN ANALYZE\", \"query planner\", \"vacuum\"]. Strongly improves result…"},{"name":"max_passages","type":"integer","required":false,"description":"Passages to return. Default 8."},{"name":"news","type":"boolean","required":false,"description":"Search news articles instead of the web. Results then carry their published\n\"date\". News backends: auto, bing, duckduckgo, yahoo. Pair with recency for current events."},{"name":"num_results","type":"integer","required":false,"description":"Search results to consider. Default 10."},{"name":"query","type":"string","required":true,"description":"The question or topic, in natural language."},{"name":"recency","type":null,"required":false,"description":"Only results from the past \"day\", \"week\", \"month\" or \"year\"."},{"name":"region","type":null,"required":false,"description":"Region-language code like \"us-en\", \"uk-en\" or \"de-de\". Default: ddgs's own (us-en)."},{"name":"top_pages","type":"integer","required":false,"description":"Pages to fetch and split. Default 5."}],"outputs":[],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":427},{"name":"read_url","title":"Read a page","description":"Read one page whose URL you already have: a link the user pasted, or one from earlier\nresults. HTML or PDF. With a query, returns only the passages that answer it, the same\nway search does; without one, the page's main text (cut to the shared budget).","inputs":[{"name":"keywords","type":null,"required":false,"description":"Terms a good answer would contain, as for search."},{"name":"max_passages","type":"integer","required":false,"description":"Passages to return when there's a query. Default 8."},{"name":"query","type":null,"required":false,"description":"What you want from the page. Leave out to get the whole text."},{"name":"url","type":"string","required":true,"description":"A public http(s) URL. Localhost and private network addresses are refused."}],"outputs":[],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":145},{"name":"deep_research","title":"Deep research","description":"Research a topic across several search terms and engines. Each term is searched on\neach backend, results are re-ranked locally by relevance, duplicates are removed,\nand the best pages are fetched as text.\n\nBackends: auto, brave, duckduckgo, google, grokipedia, mojeek, startpage, wikipedia, yahoo.\n- \"auto\" (default): ddgs metasearch over several engines, skipping blocked ones. Most reliable.\n- \"brave\": fast and usually available.\n- \"wikipedia\": exact article lookups, best with title-like terms.\n- \"google\", \"startpage\", \"yahoo\", \"mojeek\": often blocked. Empty engines are reported\n  as warnings, and if every chosen engine is empty the terms are retried with \"auto\".","inputs":[{"name":"backends","type":null,"required":false,"description":"Backends to use. Defaults to [\"auto\"]. Unknown names are skipped with a warning."},{"name":"exclude_domains","type":null,"required":false,"description":"Never results from these sites. Example: [\"pinterest.com\"]"},{"name":"include_domains","type":null,"required":false,"description":"Only results from these sites, subdomains included.\nExample: [\"python.org\", \"stackoverflow.com\"]"},{"name":"include_urls","type":"boolean","required":false,"description":"Whether to include each page's source URL."},{"name":"news","type":"boolean","required":false,"description":"Search news articles instead of the web. Results then carry their published\n\"date\". News backends: auto, bing, duckduckgo, yahoo. Pair with recency for current events."},{"name":"num_results_per_term","type":"integer","required":false,"description":"Number of results to rank per search term per backend."},{"name":"recency","type":null,"required":false,"description":"Applied to every term. Only results from the past \"day\", \"week\", \"month\" or \"year\"."},{"name":"region","type":null,"required":false,"description":"Region-language code like \"us-en\", \"uk-en\" or \"de-de\". Default: ddgs's own (us-en)."},{"name":"search_terms","type":"array","required":true,"description":"2-5 specific, related search queries covering different angles.\n                      Example: [\"postgres query planner\", \"postgres index types\", \"EXPLAIN ANALYZE tutorial\"]"},{"name":"top_k_per_term","type":"integer","required":false,"description":"Number of top-ranked results to keep per search term per backend."}],"outputs":[],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":440}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T03:03:02.000Z","track":"package","endpoint":null,"declaredUrl":null,"truncated":false,"tls":null,"dnssec":null,"auth":null,"httpsRedirect":null,"transports":[],"provenance":{"outcome":"none","label":"No attestation","reason":"no_attestation","reasonLabel":"No attestation published","discovery":null,"discoveryLabel":null,"sourceRepo":null,"attestationSkipped":null,"attestationSkippedLabel":null},"installScripts":[],"installScriptsTotal":null,"vulnerabilities":[],"vulnerabilitiesTotal":null,"dependencies":null},"mismatches":[],"changelog":{"trackingSince":"2026-10-23","recent":[{"id":"chg_01a186db-3689-7744-bd72-bb1fd3916422","kind":"check.verdict","summary":"Stability (0.17 → fail)","materiality":"security","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186db-3689-7744-bd72-bb1fd3916422"},{"id":"chg_01a186db-368a-7722-be64-1dfd5e3a1676","kind":"check.measure","summary":"Schema quality (174 → 285)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186db-368a-7722-be64-1dfd5e3a1676"},{"id":"chg_01a186db-368b-70cd-8765-48cc4a6fc9c0","kind":"score.total_changed","summary":"Trust score (6 → 38)","materiality":"functional","direction":"improvement","scoreDelta":32,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186db-368b-70cd-8765-48cc4a6fc9c0"},{"id":"chg_01a186b3-9168-79c8-baa5-b18ab32fe3e0","kind":"package.version_changed","summary":"Package version (v1.1.1 → v1.2.3)","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9168-79c8-baa5-b18ab32fe3e0"},{"id":"chg_01a186b3-9168-7e56-9bd2-f23697e24828","kind":"score.total_changed","summary":"Trust score (41 → 6)","materiality":"functional","direction":"regression","scoreDelta":-35,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9168-7e56-9bd2-f23697e24828"},{"id":"chg_01a186b3-9167-71de-943a-11be948857d3","kind":"check.unverifiable","summary":"Tool coverage (100 → unverified)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9167-71de-943a-11be948857d3"},{"id":"chg_01a186b3-9166-7b1d-b2ab-ce87e01ba762","kind":"check.unverifiable","summary":"Capabilities (pass → unverified)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9166-7b1d-b2ab-ce87e01ba762"},{"id":"chg_01a186b3-9166-7454-a733-2df5282c0339","kind":"check.unverifiable","summary":"Stability (0.17 → unverified)","materiality":"security","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9166-7454-a733-2df5282c0339"},{"id":"chg_01a186b3-9164-78aa-bac5-5f126ecff222","kind":"check.unverifiable","summary":"Tool safety (pass → unverified)","materiality":"security","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9164-78aa-bac5-5f126ecff222"},{"id":"chg_01a186b3-9167-7e4e-b51f-9aa9e0542e98","kind":"check.unverifiable","summary":"Schema quality (100 → unverified)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a186b3-9167-7e4e-b51f-9aa9e0542e98"},{"id":"chg_01a18073-fd5e-750b-ac94-0169ebb366b8","kind":"score.total_changed","summary":"Trust score (40 → 41)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-28","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a18073-fd5e-750b-ac94-0169ebb366b8"},{"id":"chg_01a17627-7d8c-716c-8b1d-749b04c27113","kind":"score.total_changed","summary":"Trust score (39 → 40)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-26","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a17627-7d8c-716c-8b1d-749b04c27113"},{"id":"chg_01a16bda-7403-7419-b0c8-2a4c7f6a274d","kind":"score.total_changed","summary":"Trust score (38 → 39)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-24","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a16bda-7403-7419-b0c8-2a4c7f6a274d"},{"id":"chg_01a1688e-235d-7bb1-9934-6d627f5f1286","kind":"score.first_scored","summary":"First indexed and scored","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-23","url":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr#chg-chg_01a1688e-235d-7bb1-9934-6d627f5f1286"}],"truncated":false,"feedUrl":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr/changelog.json"},"links":{"html":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr","markdown":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr.md","changelogJson":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr/changelog.json","changelogRss":"https://verifymcp.io/servers/nkapila6-mcpsurfr/ghcr-io-nkapila6-mcpsurfr.xml","external":[{"label":"GitHub Container Registry","href":"https://ghcr.io/nkapila6/mcpsurfr"},{"label":"Repository","href":"https://github.com/nkapila6/mcpsurfr"}]}}