{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_39m2rpzfqxf5","handle":"jupyter-earth-mcp-server","url":"https://wellknown.network/agents/jupyter-earth-mcp-server","links":{"self":"https://wellknown.network/agents/jupyter-earth-mcp-server/record.json","html":"https://wellknown.network/agents/jupyter-earth-mcp-server","markdown":"https://wellknown.network/agents/jupyter-earth-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/jupyter-earth-mcp-server","status":"https://wellknown.network/api/v1/agents/jupyter-earth-mcp-server/status","claim":"https://wellknown.network/agents/jupyter-earth-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jupyter-earth-mcp-server/claim.json","badge":"https://wellknown.network/agents/jupyter-earth-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jupyter-earth-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/jupyter-earth-mcp-server/tools"},"ard":{"identifier":"urn:air::server:jupyter-earth-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jupyter-earth-mcp-server","summary":null,"description":"<!--\n  ~ Copyright (c) 2023-2024 Datalayer, Inc.\n  ~\n  ~ BSD 3-Clause License\n-->\n\n[![Datalayer](https://assets.datalayer.tech/datalayer-25.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 Earth MCP Server\n\n[![Github Actions Status](https://github.com/datalayer/jupyter-earth-mcp-server/workflows/Build/badge.svg)](https://github.com/datalayer/jupyter-earth-mcp-server/actions/workflows/build.yml)\n[![PyPI - Version](https://img.shields.io/pypi/v/jupyter-earth-mcp-server)](https://pypi.org/project/jupyter-earth-mcp-server)\n\n🌍 Jupyter Earth MCP Server is a [Model Context Protocol](https://modelcontextprotocol.io) (MCP) server implementation that provides a set of tools for 🗺️ Geospatial analysis in 📓 Jupyter notebooks. \n\nThe following demo uses the [Earthdata MCP server](https://github.com/datalayer/earthdata-mcp-server) to search for datasets and data granules on NASA Earthdata, this MCP server to download the data in Jupyter and the [jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) to run further analysis.\n\n<div>\n  <a href=\"https://www.loom.com/share/c2b5b05f548d4f1492d5c107f0c48dbc\">\n    <p>Analyzing Sea Level Rise with AI-Powered Geospatial Tools and Jupyter - Watch Video</p>\n  </a>\n  <a href=\"https://www.loom.com/share/c2b5b05f548d4f1492d5c107f0c48dbc\">\n    <img style=\"max-width:100%;\" src=\"https://cdn.loom.com/sessions/thumbnails/c2b5b05f548d4f1492d5c107f0c48dbc-598a84f02de7e74e-full-play.gif\">\n  </a>\n</div>\n\n## Start JupyterLab\n\nMake sure you have the following installed. The collaboration package is needed as the modifications made on the notebook can be seen thanks to [Jupyter Real Time Collaboration](https://jupyterlab.readthedocs.io/en/stable/user/rtc.html).\n\n```bash\npip install jupyterlab==4.4.1 jupyter-collaboration==4.0.2 ipykernel\npip uninstall -y pycrdt datalayer…","publisher":null,"homepage":"https://github.com/datalayer/jupyter-earth-mcp-server","repository":"https://github.com/datalayer/jupyter-earth-mcp-server","version":"0.0.3","license":"BSD 3-Clause License\n        \n        Copyright (c) 2025, Datal…","protocols":["mcp"],"tags":["earth","jupyter","mcp"],"pricing":null,"endpoints":[{"url":"pypi:jupyter-earth-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"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":0.768,"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-earth-mcp-server","registry":"pypi","observedAt":"2026-10-28T08:27:57.807Z","publishedAt":"2025-04-25T12:34:20.978784Z","latestVersion":"0.0.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"jupyter-earth-mcp-server","url":"https://pypi.org/project/jupyter-earth-mcp-server/","firstSeenAt":"2026-09-09T22:22:49.042Z","fetchedAt":"2026-10-28T08:25:58.763Z","normalizedAt":"2026-10-28T08:25:58.763Z"}]},"firstSeenAt":"2026-09-09T22:22:49.042Z","updatedAt":"2026-10-28T08:27:57.807Z"}