MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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symbolic_math_mcpgithub.com/BrosnanYuen/symbolic_math_mcpupdated this year
MCP server for symbolic math derivation, calculation, and verification
GPL-3.0 ★ 1 -
math-anything-mcpno update data
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smithery -
Math MCP server to boost LLMs math abilities
MIT ★ 1 -
Math-Servergithub.com/Balparteek/Math-Serverupdated this year
MCP Math Server
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MIT -
Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas
npm GPL-3.0-or-later -
MCP server for mathematical operations (add, subtract, multiply, divide)
npm MIT -
MCP server for mathematical expression evaluation with strict grammar validation
npm MIT -
Unified-Math-MCP-servergithub.com/Puneeth0106/Unified-Math-MCP-serverupdated this year
A Local Model Context Protocol (MCP) server that transforms AI assistants into mathematical powerhouses with deterministic calculations.
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mcp-math-toolsgithub.com/rog0x/mcp-math-toolsupdated this year
MCP server for math: safe expression evaluator, unit converter, statistics calculator, number formatter, percentage calculator Install: npx @rog0x/mcp-math-tools
NOASSERTION -
T-MCP-Mathgithub.com/TMM-Interactive/T-MCP-Mathupdated this year
Comprehensive symbolic and numerical mathematics
MIT -
Quadratic graphing and statistics practice companion for TI 84 Calculator Online
MIT ★ 1 -
Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas. MCP server + CLI.
GPL-3.0 ★ 3 -
math-solver-ai-mcpgithub.com/csoai-org/math-solver-ai-mcpupdated this year
Math Solver Ai automation via MCP. Includes solve equation, statistics summary, matrix operations. By MEOK AI Labs.
npm MIT -
math-mcp-servergithub.com/tanishra/math-mcp-serverupdated this year
A FastMCP server providing mathematical operations for AI assistants like Claude
MIT -
A secure Model Context Protocol (MCP) server for mathematical expression evaluation with strict grammar validation.
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Stateless-math-workergithub.com/seob5285-alt/Stateless-math-workerupdated this year
MCP configuration and API schema definitions for the x402-monetized Stateless Math Aggregator worker.
MIT -
An experimental local MCP server for symbolic, numerical, dimensional, and plotting tools in engineering and physics workflows.
MIT -
Exact, tested US construction calculators for code and AI assistants: roof pitch, concrete, gravel, brick, paint, drywall, deck, markup. TypeScript library + MCP server.
MIT -
@oiyonet/hangul-mathactive
Zero-dependency, pure mathematical Korean Hangul Unicode engine: Choseong/Jungseong/Jongseong decomposition, automatic Josa attacher, official Revised Romanization, and Hangul search MCP.
npm MIT -
A view-only chalkboard in the browser that a terminal tutor draws on: equations, plots, molecules, diagrams. A pi extension and an MCP server.
npm NOASSERTION ★ 1 -
@mseep/math-mcpupdated this year
A Model Context Protocol (MCP) server that provides basic mathematical, statistical and trigonometric functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.
npm MIT -
A view-only chalkboard in the browser that a terminal tutor draws on: equations, plots, molecules, diagrams and science illustrations, built up one step at a time. A pi extension and an MCP server.
npm MIT -
polymath-megablaster-mcpactive
Deterministic calculation toolkit for AI agents, especially local/open-weight models (Llama, Qwen, Mistral, etc.) that reliably fail at exact math, dates, and combinatorics: exact arithmetic, date math, unit conversion, statistics, subnet math, and more.
npm MIT -
Math Calculator MCP Server
MIT -
Checks the math in your code: proves a function equals its formula or returns the exact input that breaks it. Also an exact math engine and MCP server for AI agents (SymPy + NumPy).
MIT ★ 8 -
Free printable math worksheets with answer keys, Pre-Algebra through Calculus, as a remote MCP server (Cursor, Claude, ChatGPT)
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Stop hallucinating numbers. MCP server for Ultimath: math on eight independent engines, in parallel.
npm MIT -
Stop hallucinating numbers. MCP server for Ultimath: math on multiple independent engines, in parallel.
MIT -
symath-mcpgithub.com/3akhp/math-mcpupdated this year
Math MCP Server — symbolic computation, calculus, linear algebra, number theory, statistics, and unit conversion via MCP
pypi MIT -
Airtight math tools an AI uses over MCP — 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.
Apache-2.0 ★ 13 -
Jiheng (玑衡): an exact computation layer for AI agents over MCP. Fractions, radicals, symbolic math, statistics, finance, units, dates, parallel shards.
pypi MIT -
Exact math execution layer for AI agents: fractions, finance, units, dates. MCP server + DSH plugin, 19 packs, fail-loud errors, 19,000 acceptance tests.
MIT -
MCP server that turns one sentence of math into a Manim animation video. Default connects to no server; use your own DeepSeek key + local Manim, or point SANHANG_BASE_URL at your own backend.
pypi MIT -
Production-grade Rust math CLI — 11 core plus optional time/unit/FX domains, symbolic calculus, arbitrary precision, interactive REPL, batch mode, and HTTP + MCP server mode with microsecond caching
NOASSERTION -
Exact arithmetic, symbolic math, units, dates, statistics and SQL-over-files for local language models: every computation logged with an id the model cites and a person can re-run. FastAPI + React, MCP tool server included.
MIT -
Stateful SageMath MCP server: 40 tools for symbolic math, algebra, number theory, graphs, plotting and claim verification. A persistent Sage session per client, an AST policy in front of it, and a hardened container as the real boundary.
MIT ★ 19 -
@yanhuifair/calculator-mcpactive
MCP server and command line tool that give LLMs and shells safe, exact math: expression evaluation (330+ mathjs functions), unit conversion across 21 physical-quantity categories and 195 units (including Chinese market units 亩/斤/两/钱/市尺/海里/节), 27 descripti
npm MIT -
Bulk edit Yoast SEO and Rank Math meta on WordPress from Claude Code or Claude Desktop. MCP server for the Bulk SEO Meta Editor plugin: bulk update titles and descriptions, image alt text, JSON-LD schema, CSV import and export, taxonomy and CPT archives.
npm GPL-2.0-or-later -
@mseep/sscmfi-mcpupdated this year
MCP Server for the SSCMFI Bond Math Engine
npm -
calculator-mcpgithub.com/DenysFlnk/calculator-mcpupdated this year
Tiny MCP calculator server for AI agents – precise decimal math over HTTP & stdio.
MIT -
An MCP server allowing Agents to deterministically calculate date math expressions.
Apache-2.0 ★ 3 -
MCP server: Search and retrieve academic preprints from arXiv across physics, CS, math, and more.
Apache-2.0 -
Local MCP server for Polish public holidays and business-day math
MIT -
@pipeworx/mcp-numbersapiupdated this year
MCP server for number trivia, date facts, and math facts via NumbersAPI
npm MIT -
CLI and MCP server for the Arquimedes 1.04M competition and benchmark math problem database
pypi MIT -
Indonesian payroll math (PPh 21 TER + BPJS) as a library, MCP server, and Agent Skill
npm MIT -
MCP server with 21 tools for things AI is bad at — math, hashing, encoding, date arithmetic, and more.
npm MIT ★ 9 -
MCP tool-overload solution: toggle/act gating for 45 math tools in Rust
Apache-2.0 ★ 1 -
usda-mcpgithub.com/Asquarer02/usda-mcpupdated this year
MCP server exposing a USDA-accurate food database with deterministic macro math, no hallucinated nutrition numbers.
MIT -
A WIP LibreOffice MCP adapter. Now supports Writer, Calc, Impress, and Draw, with potential for more Base and Math tools to be added.
★ 28 -
🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.
MIT ★ 22 -
MCP server that converts Markdown into clean, modern PDFs - GitHub-flavored Markdown, math, Mermaid diagrams and custom styling.
★ 1 -
Hosted MCP server for invoice PDFs with the math done, plus quotes, receipts, certificates, social images and short videos.
MIT -
A local MCP server giving Claude Desktop a real clock: current time/date, elapsed-time tracking, duration math, and timezone conversion. 100% local, no network calls.
MIT -
Business-day and public-holiday math API + MCP server for 29 countries: add business days, days between, holiday lists.
MIT -
Minimalist editorial Markdown studio & reader with native Mermaid diagrams, KaTeX math formulas, password-protected sharing, and Model Context Protocol (MCP) support.
MIT ★ 3 -
Remote MCP server: bring in a human expert (math, optimization, AI) when you or your agent are stuck. 20 USD per request.
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GA4-Anomaly-Detectorgithub.com/hugonissar/GA4-Anomaly-Detectorupdated this year
Statistical anomaly detection over GA4 BigQuery exports, narrated by an LLM. The pipeline does the math; the LLM only writes the report.
MIT -
Free GPA and grade math server for AI apps. GPA, what you need on the final, weighted grades, target GPA.
npm MIT