{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_d4n95yn5u7un","handle":"jupyter-editor-mcp","url":"https://wellknown.network/agents/jupyter-editor-mcp","links":{"self":"https://wellknown.network/agents/jupyter-editor-mcp/record.json","html":"https://wellknown.network/agents/jupyter-editor-mcp","markdown":"https://wellknown.network/agents/jupyter-editor-mcp/record.md","api":"https://wellknown.network/api/v1/agents/jupyter-editor-mcp","status":"https://wellknown.network/api/v1/agents/jupyter-editor-mcp/status","claim":"https://wellknown.network/agents/jupyter-editor-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jupyter-editor-mcp/claim.json","badge":"https://wellknown.network/agents/jupyter-editor-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jupyter-editor-mcp/history","tools":"https://wellknown.network/api/v1/agents/jupyter-editor-mcp/tools"},"ard":{"identifier":"urn:air::server:jupyter-editor-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jupyter-editor-mcp","summary":"Model Context Protocol server providing 29 specialized tools for programmatic Jupyter notebook editing with format preservation, batch operations, and no Jupyter server required","description":"# Jupyter Notebook Editor MCP Server\n\nA Model Context Protocol (MCP) server for programmatically editing Jupyter notebooks while preserving their format and structure.\n\n## Features\n\n- **29 specialized tools** for notebook manipulation\n- **File-based operations** - no Jupyter server required\n- **Format preservation** - automatic validation after modifications\n- **Batch operations** - modify multiple cells or notebooks at once\n- **Type-safe** - full type hints for all operations\n\n## Installation\n\n### One-Click Install\n\n[![Add to Kiro](https://kiro.dev/images/add-to-kiro.svg)](https://kiro.dev/launch/mcp/add?name=jupyter-editor&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22jupyter-editor-mcp%22%5D%7D)\n\n[![Install in Claude Code](https://img.shields.io/badge/Claude_Code-Install-5865F2?style=for-the-badge&logo=anthropic&logoColor=white)](https://claude.ai/mcp/install?name=jupyter-editor&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22jupyter-editor-mcp%22%5D%7D)\n\n### From PyPI\n\n```bash\nuv tool install jupyter-editor-mcp\njupyter-editor-mcp\n```\n\n### From Source\n\n```bash\ngit clone https://github.com/jsamuel1/jupyter-editor-mcp.git\ncd jupyter-editor-mcp\nuv venv\nuv pip install -e \".[dev]\"\n```\n\nSee [INSTALL.md](INSTALL.md) for detailed configuration options.\n\n## Usage\n\n### With Claude Desktop\n\nAdd to your `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"jupyter-editor\": {\n      \"command\": \"jupyter-editor-mcp\"\n    }\n  }\n}\n```\n\n### Example Interactions\n\n**Read a notebook:**\n```\n\"Show me the structure of my notebook.ipynb\"\n```\n\n**Insert a cell:**\n```\n\"Add a markdown cell at the beginning explaining what this notebook does\"\n```\n\n**Batch operations:**\n```\n\"Replace all occurrences of 'old_function' with 'new_function' in all code cells\"\n```\n\n**Multi-notebook:**\n```\n\"Merge analysis.ipynb and visualization.ipynb into combined.ipynb\"\n```\n\n## Tool Categories\n\n- **Read Operations** (4 tools): read_notebook, list_cells, get_cell, search_cells\n- **Cell M…","publisher":null,"homepage":"https://github.com/jsamuel1/jupyter-editor-mcp#readme","repository":"https://github.com/jsamuel1/jupyter-editor-mcp#readme","version":"0.2.2","license":"MIT","protocols":["mcp"],"tags":["editor","jupyter","mcp","model-context-protocol","notebook"],"pricing":null,"endpoints":[{"url":"pypi:jupyter-editor-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"}},"derived":{"capabilities":[{"slug":"code.execution","name":"Code Execution","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","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":"jupyter-editor-mcp","registry":"pypi","observedAt":"2026-10-28T08:27:57.861Z","publishedAt":"2026-01-15T21:47:00.568532Z","latestVersion":"0.2.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"jupyter-editor-mcp","url":"https://pypi.org/project/jupyter-editor-mcp/","firstSeenAt":"2026-09-09T22:22:49.279Z","fetchedAt":"2026-10-28T08:25:59.004Z","normalizedAt":"2026-10-28T08:25:59.004Z"}]},"firstSeenAt":"2026-09-09T22:22:49.279Z","updatedAt":"2026-10-28T08:27:57.861Z"}