{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_sbmmx2y5ewc8","handle":"iflow-mcp-openai-mcp","url":"https://wellknown.network/agents/iflow-mcp-openai-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-openai-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-openai-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-openai-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-openai-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-openai-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-openai-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-openai-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-openai-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-openai-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-openai-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-openai-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_openai-mcp","summary":"OpenAI Code Assistant Model Context Protocol (MCP) Server","description":"[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/arthurcolle-openai-mcp-badge.png)](https://mseep.ai/app/arthurcolle-openai-mcp)\n\n# MCP Coding Assistant with support for OpenAI + other LLM Providers\n\nA powerful Python recreation of Claude Code with enhanced real-time visualization, cost management, and Model Context Protocol (MCP) server capabilities. This tool provides a natural language interface for software development tasks with support for multiple LLM providers.\n\n![Version](https://img.shields.io/badge/version-0.1.0-blue)\n![Python](https://img.shields.io/badge/python-3.10+-green)\n\n## Key Features\n\n- **Multi-Provider Support:** Works with OpenAI, Anthropic, and other LLM providers\n- **Model Context Protocol Integration:** \n  - Run as an MCP server for use with Claude Desktop and other clients\n  - Connect to any MCP server with the built-in MCP client\n  - Multi-agent synchronization for complex problem solving\n- **Real-Time Tool Visualization:** See tool execution progress and results in real-time\n- **Cost Management:** Track token usage and expenses with budget controls\n- **Comprehensive Tool Suite:** File operations, search, command execution, and more\n- **Enhanced UI:** Rich terminal interface with progress indicators and syntax highlighting\n- **Context Optimization:** Smart conversation compaction and memory management\n- **Agent Coordination:** Specialized agents with different roles can collaborate on tasks\n\n## Installation\n\n1. Clone this repository\n2. Install dependencies:\n\n```bash\npip install -r requirements.txt\n```\n\n3. Create a `.env` file with your API keys:\n\n```\n# Choose one or more providers\nOPENAI_API_KEY=your_openai_api_key_here\nANTHROPIC_API_KEY=your_anthropic_api_key_here\n\n# Optional model selection\nOPENAI_MODEL=gpt-4o\nANTHROPIC_MODEL=claude-3-opus-20240229\n```\n\n## Usage\n\n### CLI Mode\n\nRun the CLI with the default provider (determined from available API keys):\n\n```bash\npython claude.py chat\n```\n\nSpecify a provider and model:\n\n```bash\n…","publisher":null,"homepage":"https://github.com/iflow-mcp/openai-mcp","repository":"https://github.com/iflow-mcp/openai-mcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_openai-mcp","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":"automation.orchestration","name":"Agent Orchestration","confidence":0.905,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"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_openai-mcp","registry":"pypi","observedAt":"2026-09-15T19:23:26.021Z","publishedAt":"2025-11-27T04:17:44.102012Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_openai-mcp","url":"https://pypi.org/project/iflow-mcp_openai-mcp/","firstSeenAt":"2026-09-09T20:24:44.377Z","fetchedAt":"2026-09-15T19:22:19.706Z","normalizedAt":"2026-09-15T19:22:19.706Z"}]},"firstSeenAt":"2026-09-09T20:24:44.377Z","updatedAt":"2026-09-15T19:23:26.021Z"}