SERVER

Jacobian

Rank #459

io.github.morluto/jacobian

Executable mathematics and independent verification for AI agents.

10 versions
331 GitHub stars
by morluto (5 servers)View repository ↗
First listed
Jul 28, 2026
Last publish date
Oct 3, 2026
PURPOSE

What you can do with Jacobian

Jacobian is a Model Context Protocol (MCP) server published by morluto. It ranks #459 of 164,854 active servers on MCP Toplist, and its repository has 331 GitHub stars. Jacobian is listed across 2 registries — Official MCP and Glama, with 10 tracked versions. It was first listed on Jul 28, 2026 and most recently updated on Oct 3, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Jacobian can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Jacobian

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 31, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect Jacobian and confirm it works

npm package
claude mcp add jacobian -- npx -y jacobian mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by morluto
View all morluto servers →

No task-specific alternatives are catalogued for Jacobianyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 28, 2026
Latest version published
Oct 3, 2026
Version history
10 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 31, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 31, 2026
Registry sightings

Do you maintain Jacobian? to correct or enrich this profile.

VERSIONS

Available versions (10)

0.7.0 · Aug 1, 20260.8.0 · Aug 3, 20260.9.0 · Aug 6, 20260.12.0 · Aug 13, 20260.13.0 · Aug 20, 20260.14.0 · Aug 26, 20260.20.0 · Sep 8, 20260.21.0 · Sep 14, 20260.22.0 · Sep 17, 20260.23.0 · Oct 3, 2026Aug 1, 2026Oct 3, 2026
VersionPublished
0.23.0Oct 3, 2026
0.22.0Sep 17, 2026
0.21.0Sep 14, 2026
0.20.0Sep 8, 2026
0.14.0Aug 26, 2026
0.13.0Aug 20, 2026
0.12.0Aug 13, 2026
0.9.0Aug 6, 2026
0.8.0Aug 3, 2026
0.7.0Aug 1, 2026
STANDING
#459of 164,854 active serversTop 0.5%

Ranks ahead of 164,395 of 164,854 servers on MCP Toplist.

Recent momentum
+320GitHub stars since Jul 27 (+2909%)
BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 164,854
Markdown
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HTML
<a href="https://mcptoplist.com/server/io.github.morluto%2Fjacobian"><img src="https://mcptoplist.com/badge/io.github.morluto%2Fjacobian.svg" alt="MCP Toplist: Top 1% of 164,854" /></a>

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FAQ

Frequently asked questions

Who maintains Jacobian?
Jacobian is maintained by morluto, which publishes 5 MCP servers (41 total versions) tracked on MCP Toplist.
Is Jacobian listed on the Official MCP Registry?
Yes — Jacobian is listed on the Official MCP Registry, alongside Glama.
How many versions does Jacobian have?
MCP Toplist tracks 10 versions of Jacobian, most recently published on Oct 3, 2026.
Where can I find the source code for Jacobian?
The source code for Jacobian is hosted at github.com/morluto/jacobian.
Used in projects

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