Jacobian
Rank #459io.github.morluto/jacobian
Executable mathematics and independent verification for AI agents.
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.
What Jacobian can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Jacobian
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.
Connect Jacobian and confirm it works
claude mcp add jacobian -- npx -y jacobian mcp[mcp_servers.jacobian]
command = "npx"
args = ["-y", "jacobian", "mcp"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"jacobian": {
"command": "npx",
"args": [
"-y",
"jacobian",
"mcp"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"jacobian": {
"command": "npx",
"args": [
"-y",
"jacobian",
"mcp"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"jacobian": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"jacobian",
"mcp"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"jacobian": {
"command": "npx",
"args": [
"-y",
"jacobian",
"mcp"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"jacobian": {
"command": "npx",
"args": [
"-y",
"jacobian",
"mcp"
]
}
}
}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.
When to choose another server
No task-specific alternatives are catalogued for Jacobianyet; the list above is its publisher's other servers.
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
- Official MCP ↗listed since Aug 2, 2026 · still listed
- Glama ↗listed since Aug 2, 2026 · still listed
Do you maintain Jacobian? to correct or enrich this profile.
Available versions (10)
| Version | Published |
|---|---|
| 0.23.0 | Oct 3, 2026 |
| 0.22.0 | Sep 17, 2026 |
| 0.21.0 | Sep 14, 2026 |
| 0.20.0 | Sep 8, 2026 |
| 0.14.0 | Aug 26, 2026 |
| 0.13.0 | Aug 20, 2026 |
| 0.12.0 | Aug 13, 2026 |
| 0.9.0 | Aug 6, 2026 |
| 0.8.0 | Aug 3, 2026 |
| 0.7.0 | Aug 1, 2026 |
Ranks ahead of 164,395 of 164,854 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.morluto%2Fjacobian)<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>Variants: append ?metric=score or ?metric=stars to the image URL.
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.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.