{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7qgmc6ga5a6d","handle":"iflow-mcp-napthaai-automcp","url":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp","markdown":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-napthaai-automcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-napthaai-automcp/status","claim":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-napthaai-automcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-napthaai-automcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-napthaai-automcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-napthaai-automcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_NapthaAI_automcp","summary":"Convert tool, agents and orchestrators from existing agent frameworks to MCP servers","description":"# automcp\n\n## 🚀 Overview\n\nautomcp allows you to easily convert tools, agents and orchestrators from existing agent frameworks into [MCP](https://modelcontextprotocol.io/introduction) servers, that can then be accessed by standardized interfaces via clients like Cursor and Claude Desktop.\n\nWe currently support deployment of agents, tools, and orchestrators as MCP servers for the following agent frameworks:\n\n1. CrewAI\n2. LangGraph\n3. Llama Index\n4. OpenAI Agents SDK\n5. Pydantic AI\n6. mcp-agent\n\n## 🔧 Installation\n\nInstall from PyPI:\n\n```bash\n# Basic installation\npip install naptha-automcp\n\n# UV\nuv add naptha-automcp\n```\n\nOr install from source:\n\n```bash\ngit clone https://github.com/napthaai/automcp.git\ncd automcp\nuv venv \nsource .venv/bin/activate\npip install -e .\n```\n\n## 🧩 Quick Start\n\nCreate a new MCP server for your project:\n\nNavigate to your project directory with your agent implementation:\n\n```bash\ncd your-project-directory\n```\n\nGenerate the MCP server files via CLI with one of the following flags (crewai, langgraph, llamaindex, openai, pydantic, mcp_agent):\n\n```bash\nautomcp init -f crewai\n```\n\nEdit the generated `run_mcp.py` file to configure your agent:\n\n```python\n# Replace these imports with your actual agent classes\nfrom your_module import YourCrewClass\n\n# Define the input schema\nclass InputSchema(BaseModel):\n    parameter1: str\n    parameter2: str\n\n# Set your agent details\nname = \"<YOUR_AGENT_NAME>\"\ndescription = \"<YOUR_AGENT_DESCRIPTION>\"\n\n# For CrewAI projects\nmcp_crewai = create_crewai_adapter(\n    orchestrator_instance=YourCrewClass().crew(),\n    name=name,\n    description=description,\n    input_schema=InputSchema,\n)\n```\n\nInstall dependencies and run your MCP server:\n\n```bash\nautomcp serve -t sse\n```\n\n## 📁 Generated Files\n\nWhen you run `automcp init -f <FRAMEWORK>`, the following file is generated:\n\n### run_mcp.py\n\nThis is the main file that sets up and runs your MCP server. It contains:\n\n- Server initialization code\n- STDIO and SSE transport handler…","publisher":null,"homepage":"https://github.com/NapthaAI/automcp","repository":"https://github.com/NapthaAI/automcp","version":"0.1.1","license":"Apache License Version 2.0, January 2004 http://www.apache.org/…","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_napthaai_automcp","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.package-management","name":"Packages & Dependencies","confidence":0.825,"provenance":"derived"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":0.825,"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.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["automation","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_napthaai_automcp","registry":"pypi","observedAt":"2026-09-15T19:23:21.447Z","publishedAt":"2025-12-30T02:55:04.290183Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_napthaai_automcp","url":"https://pypi.org/project/iflow-mcp_napthaai_automcp/","firstSeenAt":"2026-09-09T20:24:27.634Z","fetchedAt":"2026-09-15T19:22:02.885Z","normalizedAt":"2026-09-15T19:22:02.885Z"}]},"firstSeenAt":"2026-09-09T20:24:27.634Z","updatedAt":"2026-09-15T19:23:21.447Z"}