{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hxbwr6nsynps","handle":"iflow-mcp-python-notebook-mcp","url":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-python-notebook-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-python-notebook-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-python-notebook-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-python-notebook-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-python-notebook-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-python-notebook-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_python-notebook-mcp","summary":"Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol","description":"<div align=\"center\">\n  <h1>Python Notebook MCP</h1>\n  <p>MCP server enabling AI assistants to interact with Jupyter notebooks through the Model Context Protocol.</p>\n  <p>\n    <a href=\"LICENSE\"><img src=\"https://img.shields.io/badge/License-MIT-blue.svg\" alt=\"MIT License\"/></a>\n    <img src=\"https://img.shields.io/badge/Python-3.10+-blue.svg\" alt=\"Python 3.10+\"/>\n    <img src=\"https://img.shields.io/badge/MCP-Compatible-orange.svg\" alt=\"MCP Compatible\"/>\n    <a href=\"https://mseep.ai/app/286d0c4c-dcec-477b-bc2c-b20d2ce85ef2\"><img src=\"https://mseep.ai/badge.svg\" alt=\"Verified on MseeP\"/></a>\n    <a href=\"CodeRabbit Pull Request Reviews\"><img src=\"https://img.shields.io/coderabbit/prs/github/UsamaK98/python-notebook-mcp?utm_source=oss&utm_medium=github&utm_campaign=UsamaK98%2Fpython-notebook-mcp&labelColor=171717&color=FF570A&link=https%3A%2F%2Fcoderabbit.ai&label=CodeRabbit+Reviews\"/>\n  </p>\n</div>\n<div align=\"center\">\n<a href=\"https://mseep.ai/app/usamak98-python-notebook-mcp\"><img src=\"https://mseep.net/pr/usamak98-python-notebook-mcp-badge.png\" alt=\"MseeP.ai Security Assessment Badge\"/></a> \n</div>\n \nThis server allows compatible AI assistants (like Cursor or Claude Desktop) to interact with Jupyter Notebook files (.ipynb) on your local machine.\n\n## 📋 Prerequisites\n\nBefore you begin, ensure you have the following installed:\n\n1.  **Python:** Version 3.10 or higher.\n2.  **`uv`:** The fast Python package installer and virtual environment manager from Astral. If you don't have it, install it:\n    ```bash\n    # On macOS / Linux\n    curl -LsSf https://astral.sh/uv/install.sh | sh\n\n    # On Windows (PowerShell)\n    powershell -c \"irm https://astral.sh/uv/install.ps1 | iex\"\n\n    # IMPORTANT: Add uv to your PATH if prompted by the installer\n    # For macOS/Linux (bash/zsh), add to your ~/.zshrc or ~/.bashrc:\n    # export PATH=\"$HOME/.local/bin:$PATH\"\n    # Then restart your shell or run `source ~/.zshrc` (or equivalent)\n    ```\n3.  **`fastmcp` CLI (Optional, for Claude …","publisher":{"name":"Usama Khatab","url":null},"homepage":"https://github.com/UsamaK98/python-notebook-mcp","repository":"https://github.com/UsamaK98/python-notebook-mcp","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_python-notebook-mcp","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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":0.848,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.848,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.745,"provenance":"derived"}],"categories":["code","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_python-notebook-mcp","registry":"pypi","observedAt":"2026-09-15T19:23:34.834Z","publishedAt":"2025-12-02T09:59:18.437308Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_python-notebook-mcp","url":"https://pypi.org/project/iflow-mcp_python-notebook-mcp/","firstSeenAt":"2026-09-09T20:25:17.660Z","fetchedAt":"2026-09-15T19:22:53.170Z","normalizedAt":"2026-09-15T19:22:53.170Z"}]},"firstSeenAt":"2026-09-09T20:25:17.660Z","updatedAt":"2026-09-15T19:23:34.834Z"}