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"A server for improving AI math capability without using an API" matching MCP servers:

  • mesen-for-ai

    paulomanrique
    A
    license
    C
    quality
    B
    maintenance
    MCP server that launches Mesen/MesenCE headlessly and exposes the emulator's debugger-face Lua API over MCP JSON-RPC, enabling AI agents to load ROMs, step frames, inspect memory/registers, manage breakpoints/watches, trace execution, and export Code/Data Logger maps for SNES, NES, PC Engine, and Game Boy Advance.
    22
    GPL 3.0

  • Self-Improving Memory MCP

    SuperPiTT
    A
    license
    -
    quality
    D
    maintenance
    Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.
    23
    MIT

  • MCP Capability Matchmaker

    ywh0606
    A
    license
    -
    quality
    C
    maintenance
    An MCP gateway and offline catalog CLI that aggregates multiple upstream MCP servers into a single stdio endpoint, and provides tool recommendation and catalog inspection without connecting to upstreams.
    MIT

  • Math MCP

    AhmedAhmedEG
    A
    license
    -
    quality
    C
    maintenance
    A comprehensive math utility server implementing the Model Context Protocol (MCP) for reverse engineering and general-purpose arithmetic, bitwise, conversion, and encoding tasks via streamable HTTP.
    MIT

  • mcp-math

    MikeyBeez
    F
    license
    -
    quality
    D
    maintenance
    Provides exact arithmetic and verification tools using SymPy and fractions to solve math competition problems precisely. It enables users to perform rigorous calculations and export notebook-ready Python code for further analysis.

  • Math MCP Server

    avanishd-3
    A
    license
    A
    quality
    D
    maintenance
    Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.
    5
    1
    MIT

  • math-mcp

    Desz01ate
    A
    license
    A
    quality
    C
    maintenance
    A secure MCP server for evaluating mathematical expressions with grammar validation, function whitelisting, and sandboxed execution. It provides tools for expression evaluation, variable management, and resources for grammar and function documentation.
    6
    38
    MIT

  • Math-MCP

    EthanHenrickson
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that provides basic mathematical and statistical functions to LLMs, enabling them to perform accurate numerical calculations through a simple API.
    2
    13
    38
    170
    MIT

  • Math MCP Server

    YasogaN
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, algebra, calculus, matrix operations, statistics, probability, unit conversions) to any MCP-compatible AI agent, enabling mathematical computations without code.
    8
    14
    1
    MIT

  • Math MCP Server

    danielsimonjr
    A
    license
    B
    quality
    A
    maintenance
    Provides secure mathematical computation capabilities including expression evaluation, symbolic math (derivatives, simplification), matrix operations, statistics, and unit conversion, with multi-tier acceleration through WebAssembly and WebWorkers for high-performance calculations.
    7
    213
    ISC

  • MCP Math Server

    IBM
    A
    license
    C
    quality
    C
    maintenance
    A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.
    100
    4
    Apache 2.0

  • Math Operations MCP Server

    FloorIsGround
    A
    license
    -
    quality
    D
    maintenance
    Enables mathematical operations and calculations through an MCP server interface. Provides computational capabilities accessible via HTTP endpoints for mathematical processing tasks.
    MIT

  • Math MCP Server

    jaffrepaul
    F
    license
    -
    quality
    D
    maintenance
    Enables LLMs to perform accurate mathematical calculations by evaluating expressions using mathjs. Supports basic arithmetic, functions, constants, and complex mathematical operations through natural language requests.

  • Vibe Math MCP

    apetta
    A
    license
    A
    quality
    C
    maintenance
    Provides 21 mathematical tools across 6 domains including basic calculations, array operations, statistics, financial mathematics, linear algebra, and calculus. Supports batch execution for complex multi-step workflows with intelligent dependency resolution.
    21
    6
    MIT

  • Math & Calculator MCP Server

    Ankluna72
    A
    license
    A
    quality
    D
    maintenance
    Provides advanced mathematical utilities including basic arithmetic, statistical analysis, unit conversions, quadratic equation solving, percentage calculations, and trigonometric functions for AI assistants.
    6
    MIT

  • mcp-edit-math

    yrannkv
    A
    license
    C
    quality
    D
    maintenance
    Architectural Gatekeeper for AI coding. Prevents "tunnel vision" bugs by forcing the AI to verify dependencies (via AST parsing) before editing files. Supports JavaScript & TypeScript. Blocks unsafe edits until the AI proves it understands the impact
    3
    Apache 2.0