{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gkykqg6jxgv7","handle":"iflow-mcp-mcp-prefect","url":"https://wellknown.network/agents/iflow-mcp-mcp-prefect","links":{"self":"https://wellknown.network/agents/iflow-mcp-mcp-prefect/record.json","html":"https://wellknown.network/agents/iflow-mcp-mcp-prefect","markdown":"https://wellknown.network/agents/iflow-mcp-mcp-prefect/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-prefect","status":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-prefect/status","claim":"https://wellknown.network/agents/iflow-mcp-mcp-prefect/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-mcp-prefect/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-mcp-prefect/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-prefect/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-prefect/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-mcp-prefect","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_mcp-prefect","summary":"MCP Server for Prefect","description":"# Deprecated 27-Nov-2025\n\n> I've personally moved my efforts to a more generic OpenAPI spec based MCP: https://github.com/allen-munsch/yas-mcp\n> \n> Additionally, there is actually an official beta release by prefect over here: https://pypi.org/project/prefect-mcp/\n\n# Prefect MCP Server\n\nA Model Context Protocol (MCP) server implementation for [Prefect](https://www.prefect.io/), enabling AI assistants to interact with Prefect through natural language.\n\n> **Note**: The official Prefect MCP server is available [here](https://pypi.org/project/prefect-mcp/). This is a community implementation.\n\n## 🚀 Quick Start\n\n```bash\ndocker compose up\n```\n\n## 📦 Installation\n\n### pip Installation\n```bash\npip install mcp-prefect\n```\n\n### From Source\n```bash\ngit clone https://github.com/allen-munsch/mcp-prefect\ncd mcp-prefect\npip install -e .\n```\n\n### Manual Run\n```bash\nPREFECT_API_URL=http://localhost:4200/api \\\nPREFECT_API_KEY=your_api_key_here \\\nMCP_PORT=8000 \\\npython -m mcp_prefect.main --transport http\n```\n\n## 🛠️ Features\n\n```\n\n╭────────────────────────────────────────────────────────────────────────────╮\n│                                                                            │\n│        _ __ ___  _____           __  __  _____________    ____    ____     │\n│       _ __ ___ .'____/___ ______/ /_/  |/  / ____/ __ \\  |___ \\  / __ \\    │\n│      _ __ ___ / /_  / __ `/ ___/ __/ /|_/ / /   / /_/ /  ___/ / / / / /    │\n│     _ __ ___ / __/ / /_/ (__  ) /_/ /  / / /___/ ____/  /  __/_/ /_/ /     │\n│    _ __ ___ /_/    \\____/____/\\__/_/  /_/\\____/_/      /_____(*)____/      │\n│                                                                            │\n│                                                                            │\n│                                FastMCP  2.0                                │\n│                                                                            │\n│                                                                            │\n│                 🖥️…","publisher":null,"homepage":null,"repository":null,"version":"3.6.1","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_mcp-prefect","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"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"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":"iflow-mcp_mcp-prefect","registry":"pypi","observedAt":"2026-09-15T19:23:09.078Z","publishedAt":"2025-11-28T05:49:38.272957Z","latestVersion":"3.6.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_mcp-prefect","url":"https://pypi.org/project/iflow-mcp_mcp-prefect/","firstSeenAt":"2026-09-09T20:23:35.651Z","fetchedAt":"2026-09-15T19:21:11.329Z","normalizedAt":"2026-09-15T19:21:11.329Z"}]},"firstSeenAt":"2026-09-09T20:23:35.651Z","updatedAt":"2026-09-15T19:23:09.078Z"}