{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7m729kxb9vsu","handle":"iflow-mcp-loonghao-pypi-query-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-loonghao-pypi-query-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-loonghao-pypi-query-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-loonghao-pypi-query-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:iflow-mcp-loonghao-pypi-query-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_loonghao-pypi-query-mcp-server","summary":"A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility","description":"# PyPI Query MCP Server\n\n[![PyPI version](https://img.shields.io/pypi/v/pypi-query-mcp-server.svg)](https://pypi.org/project/pypi-query-mcp-server/)\n\nA Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking.\n\n## Features\n\n- 📦 Query PyPI package information (name, version, description, dependencies)\n- 🐍 Python version compatibility checking\n- 🔍 **Advanced dependency analysis and recursive resolution**\n- 📥 **Package download with dependency collection**\n- 📊 **Download statistics and popularity analysis**\n- 🏆 **Top packages ranking and trends**\n- 🎯 **MCP prompt templates for guided analysis and decision-making**\n- 🏢 Private PyPI repository support\n- ⚡ Fast async operations with caching\n- 🛠️ Easy integration with MCP clients\n\n## Installation\n\n### Using uvx (recommended)\n\n```bash\n# Run directly with uvx\nuvx pypi-query-mcp-server\n\n# Or install and run with specific script\nuvx --from pypi-query-mcp-server pypi-query-mcp\n```\n\n### Using pip\n\n```bash\n# Install from PyPI\npip install pypi-query-mcp-server\n\n# Run the server\npython -m pypi_query_mcp.server\n```\n\n### From source\n\n```bash\ngit clone https://github.com/loonghao/pypi-query-mcp-server.git\ncd pypi-query-mcp-server\nuv sync\nuv run pypi-query-mcp\n```\n\n## Configuration\n\n### Claude Code (Recommended)\n\nAdd the PyPI Query MCP Server to Claude Code using the built-in MCP management:\n\n```bash\n# Add with local scope (project-specific)\nclaude mcp add pypi uvx pypi-query-mcp-server -s local\n\n# Add with user scope (available across all projects) \nclaude mcp add pypi uvx pypi-query-mcp-server -s user\n```\n\n> 📖 **Detailed Guide**: See [CLAUDE_CODE_INTEGRATION.md](CLAUDE_CODE_INTEGRATION.md) for comprehensive Claude Code integration documentation.\n\n### Claude Desktop\n\nAdd to your Claude Desktop configuration file:\n\n**MacOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`\n**Windows**: `%APPDATA%/Claude/claude_desktop_config.json`\n\n```json\n{\n  \"mcpS…","publisher":{"name":"Hal","url":null},"homepage":"https://github.com/loonghao/pypi-query-mcp-server","repository":"https://github.com/loonghao/pypi-query-mcp-server","version":"0.6.5","license":"MIT","protocols":["mcp"],"tags":["mcp","pypi","package","dependency","python"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_loonghao-pypi-query-mcp-server","type":"package_pypi","auth":null,"probeable":false},{"url":"pypi:pypi-query-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"declared"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.802,"provenance":"derived"}],"categories":["ai","data","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":"iflow-mcp_loonghao-pypi-query-mcp-server","registry":"pypi","observedAt":"2026-09-10T10:25:50.907Z","publishedAt":"2026-02-06T21:59:51.330739Z","latestVersion":"0.6.5"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_loonghao-pypi-query-mcp-server","url":"https://pypi.org/project/iflow-mcp_loonghao-pypi-query-mcp-server/","firstSeenAt":"2026-09-09T19:24:57.690Z","fetchedAt":"2026-09-09T19:24:57.690Z","normalizedAt":"2026-09-09T19:24:57.690Z"},{"source":"pypi","key":"pypi-query-mcp-server","url":"https://pypi.org/project/pypi-query-mcp-server/","firstSeenAt":"2026-09-10T10:24:41.201Z","fetchedAt":"2026-09-10T10:24:41.201Z","normalizedAt":"2026-09-10T10:24:41.201Z"}]},"firstSeenAt":"2026-09-09T19:24:57.690Z","updatedAt":"2026-09-10T10:25:50.907Z"}