{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_nfrxcuaknz4h","handle":"glowroot-mcp-server","url":"https://wellknown.network/agents/glowroot-mcp-server","links":{"self":"https://wellknown.network/agents/glowroot-mcp-server/record.json","html":"https://wellknown.network/agents/glowroot-mcp-server","markdown":"https://wellknown.network/agents/glowroot-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/glowroot-mcp-server","status":"https://wellknown.network/api/v1/agents/glowroot-mcp-server/status","claim":"https://wellknown.network/agents/glowroot-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/glowroot-mcp-server/claim.json","badge":"https://wellknown.network/agents/glowroot-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/glowroot-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/glowroot-mcp-server/tools"},"ard":{"identifier":"urn:air::server:glowroot-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"glowroot-mcp-server","summary":"MCP Server para análise de traces do Glowroot","description":"# Glowroot MCP Server\n\nAn MCP (Model Context Protocol) server that enables AI assistants to analyze Java application traces captured by [Glowroot](https://glowroot.org), an open-source APM tool.\n\n## Features\n\n- **list_recent_errors** — List recent errors within a time window\n- **analyze_trace** — Deep-dive into a specific trace with execution tree and stack traces\n- **find_timeout_errors** — Find timeout-related errors (SocketTimeoutException, etc.)\n- **analyze_error_patterns** — Group errors by transaction and identify the most affected\n- **get_error_by_message** — Search errors by message text (e.g. \"NullPointerException\")\n\n## Installation\n\n```bash\npipx install glowroot-mcp-server\n```\n\nOr with pip:\n\n```bash\npip install glowroot-mcp-server\n```\n\n## Configuration\n\nSet environment variables or create a `.env` file:\n\n```env\nGLOWROOT_URL=http://localhost:4000\nGLOWROOT_AGENT_ID=\n```\n\n| Variable | Description | Default |\n|---|---|---|\n| `GLOWROOT_URL` | Base URL of the Glowroot instance | `http://localhost:4000` |\n| `GLOWROOT_AGENT_ID` | Agent ID for multi-agent setups | empty (single agent) |\n\n## Usage\n\n### As a standalone server\n\n```bash\nglowroot-mcp\n```\n\n### With Claude Desktop / Kiro\n\nAdd to your MCP configuration:\n\n```json\n{\n  \"mcpServers\": {\n    \"glowroot\": {\n      \"command\": \"glowroot-mcp\",\n      \"env\": {\n        \"GLOWROOT_URL\": \"http://localhost:4000\",\n        \"GLOWROOT_AGENT_ID\": \"\"\n      }\n    }\n  }\n}\n```\n\n### With pipx\n\nIf installed via `pipx`, the `glowroot-mcp` command is available globally:\n\n```json\n{\n  \"mcpServers\": {\n    \"glowroot\": {\n      \"command\": \"glowroot-mcp\",\n      \"env\": {\n        \"GLOWROOT_URL\": \"http://localhost:4000\"\n      }\n    }\n  }\n}\n```\n\n## Requirements\n\n- Python 3.10+\n- A running [Glowroot](https://glowroot.org) instance monitoring your Java application\n\n## License\n\nMIT","publisher":null,"homepage":"https://github.com/iagomauricio/glowroot-mcp","repository":"https://github.com/iagomauricio/glowroot-mcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp","glowroot","traces","monitoring","java","apm","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:glowroot-mcp-server","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":"glowroot-mcp-server","registry":"pypi","observedAt":"2026-09-15T15:24:54.803Z","publishedAt":"2026-03-10T01:33:20.186004Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"glowroot-mcp-server","url":"https://pypi.org/project/glowroot-mcp-server/","firstSeenAt":"2026-09-09T16:24:09.481Z","fetchedAt":"2026-09-15T15:23:29.475Z","normalizedAt":"2026-09-15T15:23:29.475Z"}]},"firstSeenAt":"2026-09-09T16:24:09.481Z","updatedAt":"2026-09-15T15:24:54.803Z"}