{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9qbcqrf8pz9a","handle":"jupyter-mcp-tools","url":"https://wellknown.network/agents/jupyter-mcp-tools","links":{"self":"https://wellknown.network/agents/jupyter-mcp-tools/record.json","html":"https://wellknown.network/agents/jupyter-mcp-tools","markdown":"https://wellknown.network/agents/jupyter-mcp-tools/record.md","api":"https://wellknown.network/api/v1/agents/jupyter-mcp-tools","status":"https://wellknown.network/api/v1/agents/jupyter-mcp-tools/status","claim":"https://wellknown.network/agents/jupyter-mcp-tools/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jupyter-mcp-tools/claim.json","badge":"https://wellknown.network/agents/jupyter-mcp-tools/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jupyter-mcp-tools/history","tools":"https://wellknown.network/api/v1/agents/jupyter-mcp-tools/tools"},"ard":{"identifier":"urn:air::server:jupyter-mcp-tools","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jupyter-mcp-tools","summary":"Jupyter MCP Tools.","description":"<!--\n  ~ Copyright (c) 2023-2024 Datalayer, Inc.\n  ~\n  ~ BSD 3-Clause License\n-->\n\n[![Datalayer](https://images.datalayer.io/brand/logos/datalayer-horizontal.svg)](https://datalayer.io)\n\n[![Become a Sponsor](https://img.shields.io/static/v1?label=Become%20a%20Sponsor&message=%E2%9D%A4&logo=GitHub&style=flat&color=1ABC9C)](https://github.com/sponsors/datalayer)\n\n# 🪐✨ Jupyter MCP Tools\n\n[![PyPI - Version](https://img.shields.io/pypi/v/jupyter-mcp-tools)](https://pypi.org/project/jupyter-mcp-tools)\n\n[![Github Actions Status](https://github.com/datalayer/jupyter-mcp-tools/workflows/Build/badge.svg)](https://github.com/datalayer/jupyter-mcp-tools/actions/workflows/build.yml)\n\nThis extension is composed of a Python package named `jupyter_mcp_tools`\nfor the server extension and a NPM package named `@datalayer/jupyter-mcp-tools`\nfor the frontend extension.\n\nIt enables the use of JupyterLab commands as MCP tools.\n\n![](https://images.datalayer.io/products/jupyter-mcp-tools/jupyter-mcp-tools.gif)\n\nThis extension is used by [jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) to enable JupyterLab commands such as opening notebooks through MCP tools.\n\n## Execution Modes\n\nThe extension supports two execution modes for JupyterLab commands:\n\n### Local Mode\n\n- **Direct Execution**: Commands are executed directly within the JupyterLab frontend using the built-in command registry\n- **No Network Required**: Immediate execution without WebSocket communication\n- **Use Case**: Testing commands and direct UI interaction within JupyterLab itself\n- **Implementation**: Calls `app.commands.execute()` directly in the browser\n\n### Remote Mode\n\n- **WebSocket Communication**: Commands are sent via WebSocket to the backend server extension\n- **External Access**: Enables external MCP clients to execute JupyterLab commands remotely\n- **Use Case**: Integration with AI agents and MCP clients like [jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server)\n- **Implementation…","publisher":null,"homepage":"https://github.com/datalayer/jupyter-mcp-tools","repository":"https://github.com/datalayer/jupyter-mcp-tools/issues","version":"0.1.8","license":"BSD 3-Clause License\n        \n        Copyright (c) 2025, Datal…","protocols":["mcp"],"tags":["ai","jupyter","jupyterlab","jupyterlab-extension","mcp"],"pricing":null,"endpoints":[{"url":"pypi:jupyter-mcp-tools","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":1,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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