Ultimath
The Ultimath server evaluates mathematical expressions across multiple independent numeric engines simultaneously to detect floating-point errors and verify numeric reliability.
evaluate: Run any math expression through 4 independent engines (multiprecision, exact decimal, IEEE-754 double, interval arithmetic) in parallel and compare results side by side. When engines disagree, it flags numerically unreliable values (e.g., floating-point sensitivity, catastrophic cancellation, singularities, branch cuts).list_functions: List all supported mathematical functions with name, arity, category, and description — optionally filtered by category (algebraic, trigonometric, hyperbolic, exponential, special, rounding, introspection).
Supported operations:
Arithmetic (
+,-,*,/,%), powers (x^y), roots (sqrt), factorial (!)Trigonometry (
sin,cos,tan), exponentials/logarithms (exp,ln,log)Complex numbers (e.g.
3+2i), alternate base literals (e.g.0xFF,0b1010)Built-in constants:
pi,e,PHI
Output control: Specify precision (1–50 decimal digits) and format (fixed, scientific, auto). Each engine returns structured diagnostics and warnings (e.g. precision loss, overflow, ULP errors).
Notes: Multiplication must be explicit (e.g. 2*pi). No type casts or constructors — complex numbers use 1+2i notation. Expressions are not stored; only anonymized usage metrics are retained.
Ultimath MCP
Stop hallucinating numbers. An MCP server that runs every math expression through seven independent engines in parallel and returns all seven results side by side — so when they disagree, you know the answer is numerically unreliable.
The seven engines:
Engine | What it does |
Multiprecision | High-precision arbitrary-digit arithmetic |
Exact decimal | Exact base-10 arithmetic |
IEEE-754 double | Standard hardware floating point |
Interval | Rigorous lower/upper bounds (guaranteed enclosure) |
Binary point | Arbitrary-precision binary, exact integer mantissa |
Exact symbolic | Exact arithmetic: decides a value instead of approximating it |
Number theory | PARI/GP's independent implementation of the same functions |
Six of them compute numerically. The seventh (calcium) is exact: it settles an
equality rather than comparing digits, reaches poles the others can only
approach (tan(pi/2) is uinf), and when the printed digits are just a
truncation it also returns the closed form — sqrt(2)+1 comes back with
Add(Sqrt(2), 1), in plain form and in LaTeX.
Tools
evaluate— evaluate an expression on all seven engines and compare. Supports arithmetic, trig (sin,cos,tan), exp/log (exp,ln,log), roots and powers (sqrt,x^y), factorial, complex numbers (3+2i), alternate bases (0xFF,0b1010), and constants (pi,e, golden ratioPHI).list_functions— list every function the engines expose (name, arity, category, description). Optionally filter by category.
Multiplication must be explicit: write
2*pi,2*sin(x),(a+b)*(c+d). Adjacency is not a product (2piis an error). Expressions are purely mathematical — no type casts or constructors; write a complex number as1+2i.
Related MCP server: mcp-abacus
Setup
Get a free API key at https://ultimath.ai.
Add the server to your MCP client config (example for Claude Desktop):
{
"mcpServers": {
"ultimath": {
"command": "npx",
"args": ["-y", "ultimath-mcp"],
"env": {
"ULTIMATH_API_KEY": "your_api_key_here"
}
}
}
}That's it — npx fetches and runs the server on demand.
Requirements
Node.js ≥ 18
An Ultimath API key (
ULTIMATH_API_KEY)
Links
Website: https://ultimath.ai
Under the hood
Ultimath's engines build on FLINT/Arb, Calcium, PARI/GP, GMP/MPFR, MPFI, NTL and Boost — full credits at https://ultimath.ai/credits.
Privacy
Ultimath stores only a hash of your API key and basic usage metrics to run and secure the service; expressions are evaluated, not retained for training. Full policy: https://ultimath.ai/privacy/
License
MIT
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Tools
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