{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "morluto/jacobian",
 "name": "jacobian",
 "owner": "morluto",
 "slug": "morluto-jacobian",
 "github": "https://github.com/morluto/jacobian",
 "what": "Jacobian is an MCP server, CLI, and Python library that gives AI agents a searchable set of typed, exact mathematical operations they can inspect and run.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.12 or 3.13 on glibc Linux x86-64 for the tested binary install, or another supported Python environment",
  "uv with uvx on PATH for the canonical MCP command",
  "Node.js 20.17+, 22.13+, or 23.5+ if you use the npm setup command",
  "An MCP-capable agent host or a terminal for the CLI"
 ],
 "audience_note": "Developers and agent builders who need an AI agent to run exact mathematical checks, such as determinants, gcd computations, or SAT and graph questions, instead of estimating answers in prose.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/morluto-jacobian/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "morluto-jacobian--agent-checks-exact-matrix-determinant",
   "title": "Have an agent compute an exact matrix determinant",
   "best": true,
   "url": "https://dedupedai.com/use-cases/morluto-jacobian/agent-checks-exact-matrix-determinant/",
   "json": "https://dedupedai.com/use-cases/u/morluto-jacobian/agent-checks-exact-matrix-determinant.json"
  },
  {
   "id": "morluto-jacobian--compute-gcd-and-bezout-from-terminal",
   "title": "Compute a gcd and Bézout coefficients from the terminal",
   "best": false,
   "url": "https://dedupedai.com/use-cases/morluto-jacobian/compute-gcd-and-bezout-from-terminal/",
   "json": "https://dedupedai.com/use-cases/u/morluto-jacobian/compute-gcd-and-bezout-from-terminal.json"
  },
  {
   "id": "morluto-jacobian--agent-finds-solver-operation-for-graph-or-sat-question",
   "title": "Let an agent find and run a graph or SAT operation",
   "best": false,
   "url": "https://dedupedai.com/use-cases/morluto-jacobian/agent-finds-solver-operation-for-graph-or-sat-question/",
   "json": "https://dedupedai.com/use-cases/u/morluto-jacobian/agent-finds-solver-operation-for-graph-or-sat-question.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}