{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_uq5y2wjhhnny","handle":"utility-mcp-server","url":"https://wellknown.network/agents/utility-mcp-server","links":{"self":"https://wellknown.network/agents/utility-mcp-server/record.json","html":"https://wellknown.network/agents/utility-mcp-server","markdown":"https://wellknown.network/agents/utility-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/utility-mcp-server","status":"https://wellknown.network/api/v1/agents/utility-mcp-server/status","claim":"https://wellknown.network/agents/utility-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/utility-mcp-server/claim.json","badge":"https://wellknown.network/agents/utility-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:utility-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"utility-mcp-server","summary":"A utility Model Context Protocol (MCP) server with remote repository support","description":"# Utility MCP Server\n\n[![PyPI](https://img.shields.io/pypi/v/utility-mcp-server.svg)](https://pypi.org/project/utility-mcp-server/)\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/utility-mcp-server/actions/workflows/test.yml/badge.svg)](https://github.com/redhat-data-and-ai/utility-mcp-server/actions/workflows/ci.yml)\n[![Coverage](https://codecov.io/gh/redhat-data-and-ai/utility-mcp-server/branch/main/graph/badge.svg)](https://codecov.io/gh/redhat-data-and-ai/utility-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 Model Context Protocol (MCP) server providing utility tools for development workflows. Built with Python and FastMCP, this server offers tools like automated release notes generation from git commits.\n\nFeatures include structured logging, configuration management, multiple transport protocols (HTTP, SSE, streamable-HTTP), SSL support, and containerized deployment.\n\n## Code Structure\n\n```\nutility-mcp-server/\n├── utility_mcp_server/           # Main package directory\n│   ├── __init__.py\n│   ├── src/                       # Core source code\n│   │   ├── __init__.py\n│   │   ├── main.py               # Application entry point & startup logic\n│   │   ├── api.py                # FastAPI application & transport setup\n│   │   ├── mcp.py                # MCP server implementation & tool registration\n│   │   ├── settings.py           # Pydantic-based configuration management\n│   │   └── tools/                # MCP tool implementations\n│   │       ├── __init__.py\n│   │       ├── release_notes_tool.py  # Release notes generation tool\n│   │       └── assets/           # Static resource files\n│   └── utils/                    # Shared utilities\n│       ├── __init__.py\n│       └── pylogger.py          # Structured logging with structlog\n├── tests/       …","publisher":null,"homepage":"https://github.com/redhat-data-and-ai/utility-mcp-server","repository":"https://github.com/redhat-data-and-ai/utility-mcp-server","version":"0.2.0","license":"Apache-2.0","protocols":["mcp"],"tags":["ai-tools","fastmcp","github","gitlab","mcp","model-context-protocol","release-notes"],"pricing":null,"endpoints":[{"url":"pypi:utility-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"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"declared"},{"slug":"productivity.notes","name":"Notes & Docs","confidence":0.997,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"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":"utility-mcp-server","registry":"pypi","observedAt":"2026-09-10T15:25:02.365Z","publishedAt":"2026-04-13T08:48:32.485799Z","latestVersion":"0.2.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"utility-mcp-server","url":"https://pypi.org/project/utility-mcp-server/","firstSeenAt":"2026-09-10T15:23:01.271Z","fetchedAt":"2026-09-10T15:23:01.271Z","normalizedAt":"2026-09-10T15:23:01.271Z"}]},"firstSeenAt":"2026-09-10T15:23:01.271Z","updatedAt":"2026-09-10T15:25:02.365Z"}