{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vsqqp37w3sjj","handle":"armature-mcp-analytics","url":"https://wellknown.network/agents/armature-mcp-analytics","links":{"self":"https://wellknown.network/agents/armature-mcp-analytics/record.json","html":"https://wellknown.network/agents/armature-mcp-analytics","markdown":"https://wellknown.network/agents/armature-mcp-analytics/record.md","api":"https://wellknown.network/api/v1/agents/armature-mcp-analytics","status":"https://wellknown.network/api/v1/agents/armature-mcp-analytics/status","claim":"https://wellknown.network/agents/armature-mcp-analytics/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/armature-mcp-analytics/claim.json","badge":"https://wellknown.network/agents/armature-mcp-analytics/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:armature-mcp-analytics","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"armature-mcp-analytics","summary":"Armature analytics wrapper SDK for Python MCP servers.","description":"# Armature MCP Analytics for Python\n\nUnderstand which MCP tools agents use, what users are trying to accomplish, and where calls fail—without building an observability pipeline.\n\n[![PyPI version](https://img.shields.io/pypi/v/armature-mcp-analytics?label=PyPI)](https://pypi.org/project/armature-mcp-analytics/)\n[![Python versions](https://img.shields.io/pypi/pyversions/armature-mcp-analytics)](https://pypi.org/project/armature-mcp-analytics/)\n[![CI](https://github.com/armature-tech/mcp-analytics-python/actions/workflows/ci.yml/badge.svg)](https://github.com/armature-tech/mcp-analytics-python/actions/workflows/ci.yml)\n[![Apache 2.0](https://img.shields.io/badge/license-Apache--2.0-blue)](LICENSE)\n\n[Armature](https://armature.tech) · [TypeScript SDK](https://github.com/armature-tech/mcp-analytics) · [Go SDK](https://github.com/armature-tech/mcp-analytics-go) · [Agent install](SKILL.md)\n\n## Install in 30 seconds\n\n### 1. Install\n\nFor servers using the standalone FastMCP package:\n\n~~~bash\npip install \"armature-mcp-analytics[fastmcp]\"\n~~~\n\nIf FastMCP comes from the official MCP Python SDK:\n\n~~~bash\npip install \"armature-mcp-analytics[mcp]\"\n~~~\n\n### 2. Add your regional ingest configuration\n\nCreate a server in the Armature dashboard for your account's region, then copy\n**both** generated environment variables into your server environment:\n\n~~~bash\nexport ANALYTICS_INGEST_API_KEY=\"...\"\nexport ANALYTICS_INGEST_URL=\"https://app.armature.tech/api/mcp-analytics/ingest\" # US\n~~~\n\nFor an EU account, `ANALYTICS_INGEST_URL` is required and must be:\n\n~~~bash\nexport ANALYTICS_INGEST_URL=\"https://eu.armature.tech/api/mcp-analytics/ingest\"\n~~~\n\nThe URL may be omitted only for US accounts because the SDK defaults to the US\nendpoint. Keeping the generated URL explicit is recommended and makes the\ndeployment region unambiguous.\n\n### Verify the installation locally\n\nThe language-independent doctor can inspect a running Python MCP server:\n\n~~~bash\nnpx @armature-tech/mcp-analytics doctor --u…","publisher":null,"homepage":"https://armature.tech","repository":"https://github.com/armature-tech/mcp-analytics-python","version":"0.1.31","license":null,"protocols":["mcp"],"tags":["analytics","armature","fastmcp","mcp","model-context-protocol","observability","telemetry"],"pricing":null,"endpoints":[{"url":"pypi:armature-mcp-analytics","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.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"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":"armature-mcp-analytics","registry":"pypi","observedAt":"2026-09-09T09:25:04.093Z","publishedAt":"2026-08-14T08:20:56.772170Z","latestVersion":"0.1.31"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"armature-mcp-analytics","url":"https://pypi.org/project/armature-mcp-analytics/","firstSeenAt":"2026-09-09T09:23:39.205Z","fetchedAt":"2026-09-09T09:23:39.205Z","normalizedAt":"2026-09-09T09:23:39.205Z"}]},"firstSeenAt":"2026-09-09T09:23:39.205Z","updatedAt":"2026-09-09T09:25:04.093Z"}