MCP servers for Cursor · Data & notebooks

Best data & notebooks MCP server for Cursor, tested

In ToolPassed's hands-on tests in Cursor, Jupyter MCP is our provisional candidate for data & notebooks: it passed install, connect, tools and an agent task on 2026-10-21. We ran 3 data & notebooks MCP servers in Cursor; 2 passed every step; not a pass: MCP Python Interpreter (failed).

Last tested · runs from 2026-10-15 to 2026-10-21 · one run per server · How we test

Results in Cursor

ServerCursor
Jupyter MCP
Data & notebooks
Passed
2026-10-21 · install, connect, tools, agent task
MCP Run Python (Pydantic)
Data & notebooks
Passed
2026-10-15 · install, connect, tools, agent task
MCP Python Interpreter
Data & notebooks
Failed
2026-10-15 · did not connect, so the agent task could not use it

Dated results

  • Jupyter MCP passed in Cursor on 2026-10-21 (Cursor CLI 2026.10.19-6bbf2c4, jupyter_mcp_server 2.2.4, connected in 4.6s). Full result
  • MCP Run Python (Pydantic) passed in Cursor on 2026-10-15 (Cursor CLI 2026.10.12-d47ca18, server reported v0.0.13, connect time not recorded). Full result
  • MCP Python Interpreter failed in Cursor on 2026-10-15 (Cursor CLI 2026.10.14-941492e, package version not recorded, connect time not recorded). Full result

Why Jupyter MCP is the candidate

Jupyter MCP passed every step in Cursor. It is the group’s site-wide candidate (judged 2026-10-21): Ran print(6*7) in a Jupyter kernel and returned 42 in both Claude Code and Cursor (3 calls in total). It needs a running Jupyter server with a token, and it failed in ChatGPT (Codex). MCP Run Python (Pydantic) also passed both clients with 2 calls, but its repo is archived, so it can't be a pick under our rule. No runner-up: MCP Python Interpreter failed to start in both clients on Oct 15. Confirmed Oct 21, 2026: a second run in Claude Code and Cursor passed again (jupyter-mcp-server 2.2.4).

Provisional: based on one dated run per app (no repeat runs yet), so treat it as a candidate, not a final pick. How we test.

Same servers in all 4 apps

ServerClaude CodeCursorClaude DesktopChatGPT (Codex)
Jupyter MCP
Data & notebooks
Passed
2026-10-21 · install, connect, tools, agent task
Passed
2026-10-21 · install, connect, tools, agent task
Passed
2026-10-20 · install, connect, tools, agent task
Failed
2026-10-15 · agent task failed (no successful call to this server's tools; answer missing ['42']; no tool result containing ['42'])
MCP Run Python (Pydantic)
Data & notebooks
Passed
2026-10-15 · install, connect, tools, agent task
Passed
2026-10-15 · install, connect, tools, agent task
Passed
2026-10-18 · install, connect, tools, agent task
Passed
2026-10-20 · install, connect, tools, agent task
MCP Python Interpreter
Data & notebooks
Failed
2026-10-15 · did not connect, so the agent task could not use it
Failed
2026-10-15 · did not connect, so the agent task could not use it
Not tested yet
Failed
2026-10-22 · agent task failed (no successful call to this server's tools; answer missing ['42']; no tool result containing ['42'])

What failed or is partial in Cursor

  • MCP Python Interpreter: failed on 2026-10-15. Recorded reason: no successful call to this server's tools; answer missing ['42']; no tool result containing ['42']

Install in Cursor

The exact snippet we tested is on the Jupyter MCP page (pick the Cursor tab). Not connecting? Cursor MCP troubleshooting.

Not tested in Cursor yet

dbt MCP Server, Tableau MCP, Google Analytics MCP, MATLAB MCP Server (MathWorks), Alpaca MCP Server, AntV Chart MCP, OMOPHub, TradingView MCP, Google Ads + Meta Ads MCP, HyperGSC, Ecommerce Data API, Lava MCP, SoldFetch. Listed from their source; no result in Cursor yet.

Questions

What is the best data & notebooks MCP server for Cursor?

In ToolPassed's hands-on tests in Cursor, Jupyter MCP is our provisional candidate for data & notebooks: it passed install, connect, tools and an agent task on 2026-10-21. We ran 3 data & notebooks MCP servers in Cursor; 2 passed every step; not a pass: MCP Python Interpreter (failed).

Does Jupyter MCP work with Cursor?

Jupyter MCP passed in Cursor on 2026-10-21 (Cursor CLI 2026.10.19-6bbf2c4, jupyter_mcp_server 2.2.4, connected in 4.6s).

Does MCP Python Interpreter work with Cursor?

No, not in our test: MCP Python Interpreter failed in Cursor on 2026-10-15 (Cursor CLI 2026.10.14-941492e, package version not recorded, connect time not recorded). Recorded reason: no successful call to this server's tools; answer missing ['42']; no tool result containing ['42']

More: all MCP servers tested in Cursor · Data & notebooks in every app · How we test

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