{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_x6vbvfaguz7v","handle":"yirifi-ops-mcp-hub","url":"https://wellknown.network/agents/yirifi-ops-mcp-hub","links":{"self":"https://wellknown.network/agents/yirifi-ops-mcp-hub/record.json","html":"https://wellknown.network/agents/yirifi-ops-mcp-hub","markdown":"https://wellknown.network/agents/yirifi-ops-mcp-hub/record.md","api":"https://wellknown.network/api/v1/agents/yirifi-ops-mcp-hub","status":"https://wellknown.network/api/v1/agents/yirifi-ops-mcp-hub/status","claim":"https://wellknown.network/agents/yirifi-ops-mcp-hub/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/yirifi-ops-mcp-hub/claim.json","badge":"https://wellknown.network/agents/yirifi-ops-mcp-hub/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:yirifi-ops-mcp-hub","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"yirifi-ops-mcp-hub","summary":"MCP servers for Yirifi Ops - expose REST APIs as MCP tools for AI assistants","description":"# yirifi-ops-mcp-hub\n\nMCP (Model Context Protocol) servers for Yirifi Ops - expose REST APIs as MCP tools for AI assistants like Claude.\n\n## Installation\n\n```bash\n# Using uvx (recommended - no install needed)\nuvx yirifi-ops-mcp-hub --version\n\n# Using pip\npip install yirifi-ops-mcp-hub\n\n# Using uv\nuv pip install yirifi-ops-mcp-hub\n```\n\n### Optional: TOON Format (Compact Responses)\n\nFor optimized token-efficient responses, install toon-format (currently in beta):\n\n```bash\n# Install from GitHub (recommended for beta)\npip install git+https://github.com/toon-format/toon-python.git\n\n# Or clone and install locally\ngit clone https://github.com/toon-format/toon-python.git\ncd toon-python\nuv sync\n```\n\n### Troubleshooting uvx Cache Issues\n\nIf `uvx` doesn't pick up the latest version after an upgrade:\n\n```bash\n# Clear cached environments and refresh\nrm -rf ~/.cache/uv/environments* && uvx --refresh yirifi-ops-mcp-hub --version\n```\n\n## Quick Start\n\n### Claude Code Configuration\n\nAdd to your Claude Code MCP settings (`~/.claude.json` or project `.mcp.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"yirifi-ops\": {\n      \"command\": \"uvx\",\n      \"args\": [\"yirifi-ops-mcp-hub\"],\n      \"env\": {\n        \"YIRIFI_API_KEY\": \"your_api_key_here\"\n      }\n    }\n  }\n}\n```\n\nOr with specific options:\n\n```json\n{\n  \"mcpServers\": {\n    \"yirifi-dev\": {\n      \"command\": \"uvx\",\n      \"args\": [\"yirifi-ops-mcp-hub\", \"--mode=dev\"],\n      \"env\": {\n        \"YIRIFI_API_KEY\": \"your_api_key_here\"\n      }\n    },\n    \"yirifi-prd\": {\n      \"command\": \"uvx\",\n      \"args\": [\"yirifi-ops-mcp-hub\", \"--mode=prd\"],\n      \"env\": {\n        \"YIRIFI_API_KEY\": \"your_api_key_here\"\n      }\n    }\n  }\n}\n```\n\n### CLI Options\n\n```bash\n# Run with all services (default)\nYIRIFI_API_KEY=your_key uvx yirifi-ops-mcp-hub\n\n# Run specific service\nYIRIFI_API_KEY=your_key uvx yirifi-ops-mcp-hub --service=auth\n\n# Development mode (localhost APIs)\nYIRIFI_API_KEY=your_key uvx yirifi-ops-mcp-hub --mode=dev\n\n# HTTP transport (for remote deployment)\nuvx …","publisher":null,"homepage":"https://github.com/yirifi/yirifi-ops-mcp-hub","repository":"https://github.com/yirifi/yirifi-ops-mcp-hub","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","fastmcp","ai","llm","claude"],"pricing":null,"endpoints":[{"url":"pypi:yirifi-ops-mcp-hub","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.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"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":"yirifi-ops-mcp-hub","registry":"pypi","observedAt":"2026-09-10T16:24:26.505Z","publishedAt":"2026-02-05T01:57:49.294890Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"yirifi-ops-mcp-hub","url":"https://pypi.org/project/yirifi-ops-mcp-hub/","firstSeenAt":"2026-09-10T16:23:19.616Z","fetchedAt":"2026-09-10T16:23:19.616Z","normalizedAt":"2026-09-10T16:23:19.616Z"}]},"firstSeenAt":"2026-09-10T16:23:19.616Z","updatedAt":"2026-09-10T16:24:26.505Z"}