{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_jryh35ykh76d","handle":"python-code-reviewer","url":"https://wellknown.network/agents/python-code-reviewer","links":{"self":"https://wellknown.network/agents/python-code-reviewer/record.json","html":"https://wellknown.network/agents/python-code-reviewer","markdown":"https://wellknown.network/agents/python-code-reviewer/record.md","api":"https://wellknown.network/api/v1/agents/python-code-reviewer","status":"https://wellknown.network/api/v1/agents/python-code-reviewer/status","claim":"https://wellknown.network/agents/python-code-reviewer/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/python-code-reviewer/claim.json","badge":"https://wellknown.network/agents/python-code-reviewer/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/python-code-reviewer/history","tools":"https://wellknown.network/api/v1/agents/python-code-reviewer/tools"},"ard":{"identifier":"urn:air:43-134-36-21.duckdns.org:server:python-code-reviewer","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Python Code Reviewer","summary":"Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.","description":"Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.","publisher":{"name":"org.duckdns.43-134-36-21","url":null},"homepage":null,"repository":null,"version":"1.27.1","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://43-134-36-21.duckdns.org/mcp/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-08-18T10:27:54.943952Z","publishedAt":"2026-08-18T10:27:54.943952Z","registryName":"org.duckdns.43-134-36-21/python-code-reviewer"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.885,"provenance":"derived"},{"slug":"code.security-review","name":"Security Review","confidence":0.583,"provenance":"derived"}],"categories":["analytics","code"],"language":"fr"},"observed":{"status":"unavailable","statusReason":"4 consecutive checks failed; last success 7d ago.","lastOkAt":"2026-10-03T00:28:43.819Z","lastProbedAt":"2026-10-06T17:26:55.399Z","statusComputedAt":"2026-10-06T17:29:06.427Z","reliability30d":{"probes":87,"successRate":0.954,"p50Ms":178,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":87,"ok":83,"authBoundaryOk":0,"serviceOk":83,"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":"2026-10-06T17:26:55.399Z","kind":"mcp_initialize","ok":false,"httpStatus":null,"latencyMs":null,"error":"fetch failed","detail":null},{"at":"2026-10-04T18:26:19.052Z","kind":"mcp_initialize","ok":false,"httpStatus":null,"latencyMs":null,"error":"fetch failed","detail":null},{"at":"2026-10-03T19:29:09.255Z","kind":"mcp_initialize","ok":false,"httpStatus":null,"latencyMs":null,"error":"fetch failed","detail":null},{"at":"2026-10-03T07:21:00.417Z","kind":"mcp_initialize","ok":false,"httpStatus":null,"latencyMs":null,"error":"fetch failed","detail":null},{"at":"2026-10-03T00:28:43.819Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":177,"error":null,"detail":{"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"toolCount":2,"toolsHash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","serverName":"python-code-reviewer","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.27.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-02T17:25:25.346Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":175,"error":null,"detail":{"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"toolCount":2,"toolsHash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","serverName":"python-code-reviewer","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.27.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-02T10:24:02.380Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":170,"error":null,"detail":{"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"toolCount":2,"toolsHash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","serverName":"python-code-reviewer","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.27.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-02T03:22:11.509Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":168,"error":null,"detail":{"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"toolCount":2,"toolsHash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","serverName":"python-code-reviewer","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.27.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-01T20:27:04.343Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":181,"error":null,"detail":{"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"toolCount":2,"toolsHash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","serverName":"python-code-reviewer","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.27.1","protocolVersion":"2025-06-18"}},{"at":"2026-10-01T14:29:31.596Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":178,"error":null,"detail":{"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"toolCount":2,"toolsHash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","serverName":"python-code-reviewer","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.27.1","protocolVersion":"2025-06-18"}}],"tools":[{"name":"python_code_review","description":"Review Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactorin"},{"name":"python_quality_score","description":"Return only the code quality score and brief rating, without a full report.\n\n    Args:\n        code: The Python code to score\n    "}],"package":null,"toolSurface":{"id":"ts_qm3h9d4ce6xt","endpointId":"ep_ytzqkkmtyem7","hash":"16848867c0218dedb6dc4b62ab3e0352c154dbc02cd3a90daf8e4c5362054433","toolCount":2,"serverName":"python-code-reviewer","serverVersion":"1.27.1","protocolVersion":"2025-06-18","firstSeenAt":"2026-09-12T11:26:35.582Z","lastSeenAt":"2026-10-03T00:28:44.636Z","observations":75,"toolNames":["python_code_review","python_quality_score"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_ytzqkkmtyem7","url":"https://43-134-36-21.duckdns.org/mcp/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-03T07:21:00.428Z","auth":{"observedAt":"2026-10-02T03:22:12.000Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-03T07:21:00.759Z","protocol":"TLSv1.3","chainValid":false,"chainError":"ERR_TLS_CERT_ALTNAME_INVALID","hostMatches":false,"subject":"www.microsoft.com","issuer":{"commonName":"Microsoft TLS G2 RSA CA OCSP 04","organization":"Microsoft Corporation"},"validFrom":"2026-01-22T19:55:21.000Z","validTo":"2027-01-17T19:55:21.000Z","daysToExpiry":99,"sanCount":7,"fingerprint256":"9F:17:B5:48:F7:D2:4F:30:9D:BC:AA:B5:71:57:6C:0C:A7:3B:80:55:9C:E6:9F:27:FE:29:5F:64:08:CC:57:BF"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"org.duckdns.43-134-36-21/python-code-reviewer","url":"https://registry.modelcontextprotocol.io/v0/servers/org.duckdns.43-134-36-21%2Fpython-code-reviewer","firstSeenAt":"2026-09-07T08:20:10.574Z","fetchedAt":"2026-10-08T19:19:57.502Z","normalizedAt":"2026-10-08T19:19:57.502Z"}]},"firstSeenAt":"2026-09-07T08:20:10.574Z","updatedAt":"2026-10-03T00:31:53.981Z"}