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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,887measured
6,168proven reliable
math-to-code-mcp Reliable (measured) · 100% over 12 checks

Math MCP server for primality, factorization, Java templates, and integer multiplication.

MCP endpoint : https://math-to-code-mcp-production.up.railway.app/mcp · website · measurements and details
polymath-megablaster-mcp Not measured yet

Local deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.

Package npm : polymath-megablaster-mcp · website · measurements and details
math-tools-mcp Not measured yet

Prime checks, factors, GCD, and basic statistics computed locally. No network and no key.

Package npm : math-tools-mcp · website · measurements and details
Algorithm Finder Being measured · 0% over 1 checks

Algorithm Finder MCP — which algorithm, data structure or technique fits a computational problem…

MCP endpoint : https://gateway.pipeworx.io/algorithm-finder/mcp · website · measurements and details
math-mcp Not measured yet

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

Package pypi : scicomp-math-mcp · website · measurements and details
math-solver-ai-mcp Not measured yet

Math Solver Ai MCP Server by MEOK AI Labs

Package pypi : math-solver-ai-mcp · website · measurements and details
Scientific Math Calculator MCP Private (key required)

Safe scientific calculator MCP for numeric expressions

MCP endpoint : https://mcp.nexlab.net/mcp/scientific-math-calculator · website · measurements and details
Math MCP Learning Being measured · 50% over 2 checks Real task being tested · 1/1

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

MCP endpoint : https://math-mcp.fastmcp.app/mcp · website · measurements and details
ComputeFirst Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Free deterministic tools for math, data transforms, dates, text, statistics, finance, and units.

MCP endpoint : https://computefirst.net/mcp · website · measurements and details
fci-mcp Flaky · 80% over 5 checks Does the job (tested) · 3/3

Convert handwriting into text, LaTeX math, chemistry, or molecular structures.

MCP endpoint : https://mcp.fluxink.ai/servers/f6b6758dba6c4c92b83407a113fdb80b/mcp · measurements and details
Geodistance Being measured · 0% over 1 checks

Geographic coordinate math MCP.

MCP endpoint : https://gateway.pipeworx.io/geodistance/mcp · website · measurements and details
math-svg-mcp Not measured yet

Convert LaTeX math expressions to crisp, scalable SVG images

Package npm : math-svg-mcp · website · measurements and details
math Not measured yet

Calculator, units, statistics for AI agents

Package npm : @rog0x/mcp-math-tools · website · measurements and details
finance-mcp-server Reliable (measured) · 100% over 42 checks

Stocks, crypto, FX, and portfolio math in one tool — no per-source API juggling.

MCP endpoint : https://nexgendata-mcp-proxy.steve-corbeil.workers.dev/finance-mcp-server/mcp · website · measurements and details
Mathjs Being measured · 0% over 1 checks

Math.js MCP — wraps the mathjs.org API (free, no auth)

MCP endpoint : https://gateway.pipeworx.io/mathjs/mcp · website · measurements and details
Newton Being measured · 0% over 1 checks

Newton MCP — wraps the Newton math solver API (free, no auth)

MCP endpoint : https://gateway.pipeworx.io/newton/mcp · website · measurements and details
codecalc Not measured yet

Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.

Package pypi : codecalc · website · measurements and details
zopaf Being measured · 0% over 1 checks

Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.

MCP endpoint : https://zopaf-mcp-production.up.railway.app/mcp · website · measurements and details
oeis-mcp-server Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Identify integer sequences by terms, search the OEIS, read formulas, programs, b-files, cross-refs.

MCP endpoint : https://oeis.caseyjhand.com/mcp · website · measurements and details
prover Private (key required)

Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib.

MCP endpoint : https://prover.axiomatic-ai.com/mcp/ · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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