{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tpzhkaazs6ma","handle":"vnish-global-operator","url":"https://wellknown.network/agents/vnish-global-operator","links":{"self":"https://wellknown.network/agents/vnish-global-operator/record.json","html":"https://wellknown.network/agents/vnish-global-operator","markdown":"https://wellknown.network/agents/vnish-global-operator/record.md","api":"https://wellknown.network/api/v1/agents/vnish-global-operator","status":"https://wellknown.network/api/v1/agents/vnish-global-operator/status","claim":"https://wellknown.network/agents/vnish-global-operator/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vnish-global-operator/claim.json","badge":"https://wellknown.network/agents/vnish-global-operator/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/vnish-global-operator/history","tools":"https://wellknown.network/api/v1/agents/vnish-global-operator/tools"},"ard":{"identifier":"urn:air:vnish.global:server:vnish-global-operator","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"VNISH Global Operator","summary":"Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.","description":"Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.","publisher":{"name":"vnish-global","url":null},"homepage":"https://vnish.global/ai/connect/","repository":"https://github.com/vnish-global/vnish-global-operator","version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://vnish.global/ai/mcp/index.php","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-09-24T10:34:40.25505Z","publishedAt":"2026-09-24T10:34:40.25505Z","registryName":"io.github.vnish-global/vnish-global-operator"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.54,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":0.51,"provenance":"derived"}],"categories":["commerce","dev"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-10-10T21:26:28.443Z","lastProbedAt":"2026-10-10T21:26:28.443Z","statusComputedAt":"2026-10-10T21:27:08.227Z","reliability30d":{"probes":60,"successRate":1,"p50Ms":172,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":60,"ok":60,"authBoundaryOk":0,"serviceOk":60,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-10T21:26:28.443Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":175,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T15:29:40.959Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":152,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T08:32:18.381Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":148,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T01:25:06.032Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":170,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T18:26:37.307Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":153,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T12:28:46.704Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":215,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T06:22:42.338Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":151,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T00:24:52.414Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":149,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T17:26:56.469Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":231,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T10:23:58.895Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":164,"error":null,"detail":{"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"toolCount":3,"toolsHash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","serverName":"vnish-global-operator","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"lookup_firmware","description":"Find records in a dated snapshot of the public vnish.global firmware catalog. Use the exact model ID; narrow by board code and version if known. Returns file si"},{"name":"find_ninja_reference","description":"Return a selected public VNISH Ninja guide about control-board identification, installation SSH errors, or return-to-stock preparation. A reference is not a dev"},{"name":"calculate_roi_scenario","description":"Calculate hypothetical daily revenue after an illustrative time/hashrate-based developer fee and electricity cost using user-supplied inputs. H*q*(hours/24)*(1-"}],"package":null,"toolSurface":{"id":"ts_tjtf3287ycvk","endpointId":"ep_5g9ype7reu8n","hash":"bf2735e6bd44829ee6dbd8c094a3f10323043ba9b339d46e2466bb6782aa7150","toolCount":3,"serverName":"vnish-global-operator","serverVersion":"1.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-09-24T21:25:58.468Z","lastSeenAt":"2026-10-10T21:26:28.443Z","observations":60,"toolNames":["lookup_firmware","find_ninja_reference","calculate_roi_scenario"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_5g9ype7reu8n","url":"https://vnish.global/ai/mcp/index.php","type":"mcp_streamable_http","factsCheckedAt":"2026-10-10T15:29:40.971Z","auth":{"observedAt":"2026-10-10T15:29:41.092Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-10T15:29:41.106Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"vnish.global","issuer":{"commonName":"YE2","organization":"Let's Encrypt"},"validFrom":"2026-08-24T15:31:47.000Z","validTo":"2026-11-22T15:31:46.000Z","daysToExpiry":42,"sanCount":2,"fingerprint256":"9A:B3:14:A0:77:25:26:67:7A:A1:97:E4:55:46:1B:B0:B0:D4:DE:62:D8:70:C2:C4:21:AE:68:03:3A:F5:3F:A9"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.vnish-global/vnish-global-operator","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.vnish-global%2Fvnish-global-operator","firstSeenAt":"2026-09-24T21:19:38.361Z","fetchedAt":"2026-10-08T13:18:42.740Z","normalizedAt":"2026-10-08T13:18:42.740Z"}]},"firstSeenAt":"2026-09-24T21:19:38.361Z","updatedAt":"2026-10-10T21:28:14.721Z"}