{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_w5tnssgj59bt","handle":"iflow-mcp-kvncampos-nautobot-mcp","url":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-kvncampos-nautobot-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-kvncampos-nautobot-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-kvncampos-nautobot-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-kvncampos-nautobot-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-kvncampos-nautobot-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-kvncampos-nautobot-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_kvncampos-nautobot-mcp","summary":"A Model Context Protocol (MCP) server for interacting with Nautobot APIs using semantic search and dynamic API requests","description":"# Nautobot MCP Server\n\n[![CI](https://github.com/kvncampos/nautobot_mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/kvncampos/nautobot_mcp/actions/workflows/ci.yml)\n[![Documentation](https://github.com/kvncampos/nautobot_mcp/actions/workflows/docs.yml/badge.svg)](https://github.com/kvncampos/nautobot_mcp/actions/workflows/docs.yml)\n[![GitHub release (latest by date)](https://img.shields.io/github/v/release/kvncampos/nautobot_mcp)](https://github.com/kvncampos/nautobot_mcp/releases)\n[![GitHub](https://img.shields.io/github/license/kvncampos/nautobot_mcp)](https://github.com/kvncampos/nautobot_mcp/blob/main/LICENSE)\n[![Python Version](https://img.shields.io/badge/python-3.11-blue.svg)](https://www.python.org/downloads/)\n[![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff)\n\nA Model Context Protocol (MCP) server for interacting with Nautobot APIs using semantic search and dynamic API requests. This server provides intelligent access to Nautobot instances and a comprehensive knowledge base of Nautobot-related repositories.\n\n## 📖 Documentation\n\n**[View Full Documentation →](https://kvncampos.github.io/nautobot_mcp/)**\n\n- [Installation Guide](https://kvncampos.github.io/nautobot_mcp/installation/)\n- [Quick Start](https://kvncampos.github.io/nautobot_mcp/quickstart/)\n- [Architecture](https://kvncampos.github.io/nautobot_mcp/architecture/)\n- [Tools Reference](https://kvncampos.github.io/nautobot_mcp/tools/)\n- [Examples](https://kvncampos.github.io/nautobot_mcp/examples/)\n\n## 🚀 Features\n\n### Core Capabilities\n- **Dynamic API Access**: Perform CRUD operations on any Nautobot API endpoint\n- **Semantic Endpoint Discovery**: Find relevant API endpoints using natural language queries\n- **Knowledge Base Search**: Access indexed content from official Nautobot repositories\n- **Multi-Environment Support**: Connect to different Nautobot instances (dev, staging, prod)\n- **Smart Caching**: Efficient ChromaDB-po…","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_kvncampos-nautobot-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"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_kvncampos-nautobot-mcp","registry":"pypi","observedAt":"2026-09-15T18:22:08.919Z","publishedAt":"2026-02-12T10:00:38.910984Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_kvncampos-nautobot-mcp","url":"https://pypi.org/project/iflow-mcp_kvncampos-nautobot-mcp/","firstSeenAt":"2026-09-09T19:24:43.304Z","fetchedAt":"2026-09-15T18:21:11.432Z","normalizedAt":"2026-09-15T18:21:11.432Z"}]},"firstSeenAt":"2026-09-09T19:24:43.304Z","updatedAt":"2026-09-15T18:22:08.919Z"}