{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cz9zagwzsnec","handle":"jupyter-kernel-mcp","url":"https://wellknown.network/agents/jupyter-kernel-mcp","links":{"self":"https://wellknown.network/agents/jupyter-kernel-mcp/record.json","html":"https://wellknown.network/agents/jupyter-kernel-mcp","markdown":"https://wellknown.network/agents/jupyter-kernel-mcp/record.md","api":"https://wellknown.network/api/v1/agents/jupyter-kernel-mcp","status":"https://wellknown.network/api/v1/agents/jupyter-kernel-mcp/status","claim":"https://wellknown.network/agents/jupyter-kernel-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jupyter-kernel-mcp/claim.json","badge":"https://wellknown.network/agents/jupyter-kernel-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jupyter-kernel-mcp/history","tools":"https://wellknown.network/api/v1/agents/jupyter-kernel-mcp/tools"},"ard":{"identifier":"urn:air::server:jupyter-kernel-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jupyter-kernel-mcp","summary":"MCP server for stateful Jupyter kernel development with multi-language support (Python, TypeScript, JavaScript)","description":"# Jupyter Kernel MCP\n\n[![PyPI version](https://badge.fury.io/py/jupyter-kernel-mcp.svg)](https://pypi.org/project/jupyter-kernel-mcp/)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nA Model Context Protocol (MCP) server that provides stateful Jupyter kernel development with multi-language support (Python, TypeScript, JavaScript) for AI agents and assistants.\n\n## Table of contents\n\n1. [Project description](#project-description)\n2. [Who this project is for](#who-this-project-is-for)\n3. [Project dependencies](#project-dependencies)\n4. [Instructions for using Jupyter Kernel MCP](#instructions-for-using-jupyter-kernel-mcp)\n5. [Troubleshooting](#troubleshooting)\n6. [Contributing guidelines](#contributing-guidelines)\n7. [Additional documentation](#additional-documentation)\n8. [How to get help](#how-get-help)\n9. [Terms of use](#terms-of-use)\n\n## Project description\n\nWith _Jupyter Kernel MCP_ you can execute **Python, TypeScript, and JavaScript** code in persistent, isolated environments that maintain state between executions—perfect for AI agents performing complex data analysis and development workflows.\n\n_Jupyter Kernel MCP_ helps you build stateful AI agent workflows that can load datasets, perform transformations, and analyze results across multiple interactions without losing variables or computed state.\n\nUnlike traditional stateless code execution, _Jupyter Kernel MCP_ preserves variables, imports, and computed results between AI agent messages, enabling sophisticated multi-step data science workflows.\n\n### Key Features\n\n- **🔄 Persistent State**: Variables and imports persist between code executions\n- **🌐 Multi-Language Support**: Python, TypeScript, and JavaScript kernels\n- **🚀 Multi-Kernel Support**: Create and manage multiple isolated kernel environments  \n- **🤖 AI-Agent Ready**: Seamless integra…","publisher":null,"homepage":"https://github.com/codewithcheese/jupyter-kernel-mcp","repository":"https://github.com/codewithcheese/jupyter-kernel-mcp","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["ai","assistant","jupyter","kernel","mcp"],"pricing":null,"endpoints":[{"url":"pypi:jupyter-kernel-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.package-management","name":"Packages & Dependencies","confidence":0.825,"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-kernel-mcp","registry":"pypi","observedAt":"2026-10-28T08:27:57.954Z","publishedAt":"2025-07-29T18:11:57.991113Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"jupyter-kernel-mcp","url":"https://pypi.org/project/jupyter-kernel-mcp/","firstSeenAt":"2026-09-09T22:22:49.765Z","fetchedAt":"2026-10-28T08:25:59.479Z","normalizedAt":"2026-10-28T08:25:59.479Z"}]},"firstSeenAt":"2026-09-09T22:22:49.765Z","updatedAt":"2026-10-28T08:27:57.954Z"}