{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fekaefcbq8b2","handle":"otel-analyzer-mcp","url":"https://wellknown.network/agents/otel-analyzer-mcp","links":{"self":"https://wellknown.network/agents/otel-analyzer-mcp/record.json","html":"https://wellknown.network/agents/otel-analyzer-mcp","markdown":"https://wellknown.network/agents/otel-analyzer-mcp/record.md","api":"https://wellknown.network/api/v1/agents/otel-analyzer-mcp","status":"https://wellknown.network/api/v1/agents/otel-analyzer-mcp/status","claim":"https://wellknown.network/agents/otel-analyzer-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/otel-analyzer-mcp/claim.json","badge":"https://wellknown.network/agents/otel-analyzer-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/otel-analyzer-mcp/history","tools":"https://wellknown.network/api/v1/agents/otel-analyzer-mcp/tools"},"ard":{"identifier":"urn:air::server:otel-analyzer-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"otel-analyzer-mcp","summary":"MCP server for analyzing OpenTelemetry traces","description":"# OTEL Analyzer MCP Server\n\nMCP server for analyzing OpenTelemetry traces with performance and error diagnosis.\n\n## Features\n\n- Load traces from files, strings, AWS X-Ray, or CloudWatch GenAI observability\n- Auto-detect format (OTLP JSON, Jaeger, Protobuf, X-Ray)\n- Performance analysis: latency breakdown, slow spans, critical path\n- Error analysis: error detection, exception extraction, context\n- GenAI trace analysis: Bedrock AgentCore, token usage, model latency\n- MCP sampling for LLM-assisted deep analysis\n\n## Installation\n\n```bash\nuv tool install otel-analyzer-mcp\n```\n\nOr for development:\n\n```bash\nuv sync\n```\n\n## Usage\n\nRun the server:\n\n```bash\notel-analyzer-mcp\n```\n\nOr add to your MCP client config:\n\n```json\n{\n  \"mcpServers\": {\n    \"otel-analyzer-mcp\": {\n      \"command\": \"otel-analyzer-mcp\"\n    }\n  }\n}\n```\n\n## Tools\n\n| Tool | Description |\n|------|-------------|\n| `load_trace` | Load from file, JSON, X-Ray trace ID, or CloudWatch |\n| `search_xray` | Search X-Ray with filter expressions |\n| `search_genai_traces` | Search CloudWatch aws/spans for GenAI traces |\n| `list_traces` | List all loaded traces |\n| `analyze_perf` | Performance analysis (latency, slow spans, critical path) |\n| `analyze_errs` | Error analysis (errors, exceptions, context) |\n| `summarize_trace` | High-level trace overview |\n| `deep_analyze` | LLM-assisted analysis via MCP sampling |\n\n## Examples\n\nLoad a trace file:\n\n```text\nload_trace(path=\"/path/to/trace.json\")\n```\n\nSearch X-Ray:\n\n```text\nsearch_xray(filter_expression='service(\"my-api\") AND responseTime > 5', region=\"us-east-1\")\n```\n\nSearch GenAI traces:\n\n```text\nsearch_genai_traces(filter_query='name like /bedrock/', region=\"us-east-1\")\n```\n\nLoad from CloudWatch:\n\n```text\nload_trace(trace_id=\"abc123\", source=\"cloudwatch\", region=\"us-east-1\")\n```\n\nAnalyze performance:\n\n```text\nanalyze_perf(trace_id=\"abc123\")\n```\n\n## License\n\nMIT","publisher":null,"homepage":"https://github.com/jsamuel1/otel-analyzer-mcp#readme","repository":"https://github.com/jsamuel1/otel-analyzer-mcp#readme","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","observability","opentelemetry","traces","xray"],"pricing":null,"endpoints":[{"url":"pypi:otel-analyzer-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"otel-analyzer-mcp","registry":"pypi","observedAt":"2026-11-03T21:28:19.226Z","publishedAt":"2026-01-19T08:50:08.416887Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"otel-analyzer-mcp","url":"https://pypi.org/project/otel-analyzer-mcp/","firstSeenAt":"2026-09-10T09:25:05.149Z","fetchedAt":"2026-11-03T21:26:56.004Z","normalizedAt":"2026-11-03T21:26:56.004Z"}]},"firstSeenAt":"2026-09-10T09:25:05.149Z","updatedAt":"2026-11-03T21:28:19.226Z"}