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URL: https://glama.ai/mcp/servers/ismailkerimov/math-logic-mcp

⇱ math-logic-mcp by ismailkerimov | Glama

math-logic-mcp

MCP server that gives small LLMs verified symbolic-math & logic tools.

👁 PyPI
👁 License

Small language models (Mistral, Llama, Phi, Gemma) struggle with multi-step math and formal logic. Instead of fine-tuning, give them tools. This project exposes a set of verified math and logic solvers via the Model Context Protocol (MCP), so any MCP-compatible LLM can call them as functions.

Features

Tool

What it does

Backend

verify_arithmetic

Safe arithmetic evaluation

Python stdlib (zero deps)

solve_equation

Symbolic equation solving

SymPy (optional)

simplify_expression

Simplify / factor / expand

SymPy (optional)

compute_derivative

Differentiation

SymPy (optional)

compute_integral

Integration

SymPy (optional)

check_logic

SAT / tautology / truth tables

Z3 (optional)

Every result includes proof steps and verification — the LLM gets a machine-checked answer, not a guess.

Related MCP server: MCP Solver

Quick Start

Install from PyPI

pip install math-logic-mcp

Install (full — all solvers)

pip install "math-logic-mcp[full]"

Run the MCP server

# stdio transport (for Claude Desktop, Cursor, etc.)
math-logic-mcp

# HTTP/SSE transport (for remote clients)
math-logic-mcp --http

Configure in Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
 "mcpServers": {
 "math-logic": {
 "command": "math-logic-mcp"
 }
 }
}

Configure in Cursor

Add to .cursor/mcp.json:

{
 "mcpServers": {
 "math-logic": {
 "command": "math-logic-mcp"
 }
 }
}

Use as a Python Library

from math_logic import MathLogicEngine

engine = MathLogicEngine()

# Arithmetic (always available)
result = engine.solve("compute 2 + 3 * 4")
print(result.solutions) # ['14']

# Algebra (requires sympy)
result = engine.solve("Solve x^2 - 4 = 0")
print(result.solutions) # ['x = -2', 'x = 2']

# Logic (requires z3-solver)
result = engine.solve('Check satisfiability of "p and q"')
print(result.solutions) # ['Satisfiable: p=True, q=True']

Architecture

LLM ─── MCP Protocol ──▶ mcp_server.py
 │
 engine.py (router → solver → result)
 │
 ┌───────────────┼───────────────┐
 ▼ ▼ ▼
 ArithmeticSolver SymPySolver Z3Solver
 (zero deps) (pip: sympy) (pip: z3-solver)

The router classifies each problem by regex patterns and routes to the best available solver. Solvers are loaded lazily — if SymPy isn't installed, algebra problems gracefully report the missing dependency.

Installation Extras

Extra

What it adds

Install size

(none)

Arithmetic only

~1 MB

[sympy]

+ algebra, calculus, simplification

~50 MB

[z3]

+ propositional logic, SAT

~30 MB

[full]

Everything

~80 MB

[dev]

+ pytest, ruff

~85 MB

pip install "math-logic-mcp[sympy]" # algebra + calculus
pip install "math-logic-mcp[z3]" # logic
pip install "math-logic-mcp[full]" # everything
pip install "math-logic-mcp[full,dev]" # everything + dev tools

Development

git clone https://github.com/ismailkerimov/math-logic-mcp.git
cd math-logic-mcp
pip install -e ".[full,dev]"
pytest tests/ -v

Docker

docker build -t math-logic-mcp .
docker run -p 8080:8080 math-logic-mcp

License

Apache 2.0 — see LICENSE.

A
license - permissive license
A
quality
D
maintenance

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

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