{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_bhkrfenjxujh","handle":"mcp-monitor-sdk","url":"https://wellknown.network/agents/mcp-monitor-sdk","links":{"self":"https://wellknown.network/agents/mcp-monitor-sdk/record.json","html":"https://wellknown.network/agents/mcp-monitor-sdk","markdown":"https://wellknown.network/agents/mcp-monitor-sdk/record.md","api":"https://wellknown.network/api/v1/agents/mcp-monitor-sdk","status":"https://wellknown.network/api/v1/agents/mcp-monitor-sdk/status","claim":"https://wellknown.network/agents/mcp-monitor-sdk/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-monitor-sdk/claim.json","badge":"https://wellknown.network/agents/mcp-monitor-sdk/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-monitor-sdk/history","tools":"https://wellknown.network/api/v1/agents/mcp-monitor-sdk/tools"},"ard":{"identifier":"urn:air::server:mcp-monitor-sdk","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-monitor-sdk","summary":"Cloud monitoring SDK for Python MCP servers","description":"# mcp-monitor-sdk\n\nHosted monitoring SDK for Python MCP servers. [User guide](#user-guide) · [Developer guide](#developer-guide)\n\nRepo copies: [USER.md](USER.md) · [DEV.md](DEV.md)\n\n## User guide\n\nCreate a server and API key at [https://mcp-moniter.vercel.app/](https://mcp-moniter.vercel.app/). Wrap your FastMCP server with this package. Tool-call metrics (name, duration, success/error) are batched and sent to the hosted API. They are not application logs. Open the same dashboard to see metrics and analytics for that key’s server.\n\n```bash\npip install mcp-monitor-sdk\n```\n\n```python\nfrom mcp_monitor_sdk import MonitoredFastMCP\n\nserver = MonitoredFastMCP(\n    \"todo-mcp\",\n    api_key=\"replace-with-a-64-character-or-longer-api-key\",\n)\n\n@server.tool()\ndef todos_list() -> str:\n    \"\"\"List all todos.\"\"\"\n    return \"No todos.\"\n\nif __name__ == \"__main__\":\n    server.run()\n```\n\nOmit `metrics_server_url` in production. Default ingest is `https://mcp-metrics-server.just-a-dev.workers.dev/v1/metrics`.\n\n## Developer guide\n\nSame payload as the JS SDK. Built to sit next to the official [`mcp`](https://pypi.org/project/mcp/) package.\n\nWhen developing this repo against a local API:\n\n```python\nserver = MonitoredFastMCP(\n    \"todo-mcp\",\n    api_key=\"replace-with-a-64-character-or-longer-api-key\",\n    metrics_server_url=\"http://localhost:8000/v1/metrics\",\n)\n```\n\n### Options\n\n| Option | Required | Default | Notes |\n|---|---|---|---|\n| `api_key` | yes | | Min 64 characters; sent as `X-API-Key` |\n| `metrics_server_url` | no | Workers `/v1/metrics` | Full ingest URL |\n| `batch_size` | no | 10 | Max 100 |\n| `retry_attempts` | no | 2 | `0` still tries once |\n| `timeout_ms` | no | 5000 | |\n| `flush_interval_ms` | no | 5000 | |\n| `log_level` | no | `info` | `debug` \\| `info` \\| `warn` \\| `error` \\| `silent` |\n\nEvents flush when the batch is full or every `flush_interval_ms`. Failed flushes are restored. Shutdown drains remaining events. Body is a JSON array of events.\n\nLocal checkout:\n\n```bash…","publisher":{"name":"MCP Monitor","url":null},"homepage":null,"repository":null,"version":"0.1.2","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-monitor-sdk","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.802,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"productivity.tasks","name":"Tasks & To-do","confidence":0.745,"provenance":"derived"}],"categories":["dev","productivity"],"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":"mcp-monitor-sdk","registry":"pypi","observedAt":"2026-11-09T16:26:05.327Z","publishedAt":"2026-09-14T11:56:33.714505Z","latestVersion":"0.1.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-monitor-sdk","url":"https://pypi.org/project/mcp-monitor-sdk/","firstSeenAt":"2026-09-16T01:20:28.266Z","fetchedAt":"2026-11-09T16:24:43.001Z","normalizedAt":"2026-11-09T16:24:43.001Z"}]},"firstSeenAt":"2026-09-16T01:20:28.266Z","updatedAt":"2026-11-09T16:26:05.327Z"}