{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_evvxac5p8ez3","handle":"iflow-mcp-redhat-data-and-ai-template-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-redhat-data-and-ai-template-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-redhat-data-and-ai-template-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_redhat-data-and-ai-template-mcp-server","summary":"A template for Model Context Protocol (MCP) server development","description":"# Template MCP Server\n\n[![Python 3.12+](https://img.shields.io/badge/python-3.12,3.13-blue.svg)](https://www.python.org/downloads/)\n[![Tests](https://github.com/redhat-data-and-ai/template-mcp-server/actions/workflows/test.yml/badge.svg)](https://github.com/redhat-data-and-ai/template-mcp-server/actions/workflows/ci.yml)\n[![Coverage](https://codecov.io/gh/redhat-data-and-ai/template-mcp-server/branch/main/graph/badge.svg)](https://codecov.io/gh/redhat-data-and-ai/template-mcp-server)\n[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n\n## Description\n\nA production-ready template for developing Model Context Protocol (MCP) servers using Python and FastMCP. This server provides a foundation for creating MCP-compliant servers with comprehensive examples of tools, structured logging, configuration management, and containerized deployment.\n\nThe template includes three example MCP tools: a multiply calculator, a code review prompt generator, and a Red Hat logo resource handler. It demonstrates best practices for MCP server development including proper error handling, health checks, multiple transport protocols (HTTP, SSE, streamable-HTTP), SSL support, and comprehensive development tooling.\n\n## Architecture\n\n### System Architecture\n\n```mermaid\ngraph TB\n    subgraph \"External Clients\"\n        A[Claude Code/LLM Client]\n        B[Custom MCP Client]\n        C[Development Tools]\n    end\n\n    subgraph \"Network Layer\"\n        D[Load Balancer/Proxy]\n        E[SSL Termination]\n    end\n\n    subgraph \"Template MCP Server\"\n        subgraph \"Application Layer\"\n            F[FastAPI Application<br/>api.py]\n            G[Health Check Endpoint<br/>/health]\n            H[MCP Protocol Handler<br/>/mcp]\n        end\n\n        subgraph \"MCP Core\"\n            I[TemplateMCPServer<br/>mcp.py]\n            J[FastMCP Instance<br/>Protocol Implementation]\n            K[Tool Registry<br/>Dynamic Registration]\n        end\n\n  …","publisher":null,"homepage":"https://github.com/redhat-data-and-ai/template-mcp-server","repository":"https://github.com/redhat-data-and-ai/template-mcp-server","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp","server","template"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_redhat-data-and-ai-template-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":"ai.prompting","name":"Prompt Management","confidence":1,"provenance":"declared"},{"slug":"code.review","name":"Code Review","confidence":0.836,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"}],"categories":["ai","code","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_redhat-data-and-ai-template-mcp-server","registry":"pypi","observedAt":"2026-09-15T20:21:12.687Z","publishedAt":"2026-02-09T15:43:27.185791Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_redhat-data-and-ai-template-mcp-server","url":"https://pypi.org/project/iflow-mcp_redhat-data-and-ai-template-mcp-server/","firstSeenAt":"2026-09-09T20:25:29.757Z","fetchedAt":"2026-09-15T20:18:57.346Z","normalizedAt":"2026-09-15T20:18:57.346Z"}]},"firstSeenAt":"2026-09-09T20:25:29.757Z","updatedAt":"2026-09-15T20:21:12.687Z"}