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Best math MCP servers & AI agents

94 listed, ranked by reputation. Semantic search available via the find_agent MCP tool.

io.github.apology-is-policy/hyades★ 1.8Render LaTeX math as pure Unicode text art for terminals, code comments, and emails.
io.github.rikarazome/prolog-reasoner★ 1.3SWI-Prolog as a logic calculator for LLMs
io.github.coo-quack/calc-mcp★ 1.321 MCP tools for math, randomness, dates, encoding, hashing, and more — deterministic and accurate.
io.github.dushyant30suthar/endiagram-mcp★ 1.2EN Diagram — structural verification for concurrent systems. Pure math, no AI.
io.github.fel123/quantoracle★ 1.173 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.
run.fitllm/fitllm★ 1.1Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
io.github.Archerkattri/mathlas★ 1.1Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
io.github.clouatre-labs/math-mcp-learning-server★ 1.0Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
io.github.SoapyRED/freightutils★ 0.9Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math
com.avalara/avatax★ 0.6Access Avalara AvaTax API for tax calculation, transactions, nexus management, and compliance
io.github.andylbrummer/math-mcp★ 0.6GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra
io.github.tech-sushant/calculator-mcp★ 0.6A simple Model Context Protocol calculator server
io.github.cyanheads/calculator-mcp-server★ 0.4Evaluate, simplify, and differentiate mathematical expressions.
io.github.JayOfemi/shikamaru★ 0.4Provably correct day-count, calendar, business-day, and schedule math, verified against QuantLib.
io.github.justice8096/sagemath-mcp-server★ 0.4MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.
io.github.lihtness/gnomon-mcp★ 0.4Deterministic batch tools so LLM agents stop guessing dates and math.
io.github.qinisolabs/bizdays★ 0.4Verified business-day math for AI agents: holidays + per-country weekends, not guesses.
io.github.ryudi84/ip-calc-mcp★ 0.4IP address and subnet calculator, CIDR notation
io.github.ryudi84/timestamp-forge-mcp★ 0.4Unix/ISO timestamp conversion, timezone math, duration calc
io.github.SKalinin909/tradingcalc★ 0.4Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. Not AI estimates.
io.github.theYahia/pochta-russia-mcp★ 0.4MCP server for Russian Post (Почта России) API — tracking, tariff calculation, post office search.
io.github.ufhouck/aicost-cli★ 0.4AI API cost calculator, recommender & MCP server. 29 models across text/image/video/audio.
io.github.ZohaibCodez/discrete-structures★ 0.4Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography
ai.smithery/bergeramit-bergeramit-hw3-tech-1★ 0.0Add two numbers instantly and generate friendly greetings on demand. Speed up quick math and perso…
com.axiomatic-ai/prover★ 0.0Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib.
com.commonlands/optics-mcp★ 0.0M12 lens and C-mount lens finder with image-sensor matching and field-of-view calculator.
io.github.adopteunconteneur/delivery-calculator★ 0.0Delivery cost calculator and container dimensions for France. Real HT/TTC prices.
io.github.architectds/mathgraphs-mcp★ 0.0Math & statistics graphing, computation, visualization, and validation engine
io.github.AronLEEdev/profitlee-mcp★ 0.0MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikTok Shop).
io.github.BrendanL79/spudcoach★ 0.0Deterministic Brotato theorycrafter MCP server: facts and math, not guesses.
io.github.chrisbusbin-pixel/debtfree★ 0.0Debt payoff calculator: snowball vs avalanche, minimum payment trap, extra-payment impact.
io.github.chrisbusbin-pixel/freshtrack★ 0.0USDA food shelf-life database, food safety, storage tips, food waste cost calculator.
io.github.chrischall/homes-mcp★ 0.0homes.com real-estate for Claude — search, property details, photos, compare, mortgage math
io.github.CSOAI-ORG/date-calculator-ai-mcp★ 0.0Date Calculator Ai MCP Server by MEOK AI Labs
io.github.CSOAI-ORG/math-solver-ai-mcp★ 0.0math-solver-ai-mcp MCP server by MEOK AI Labs
io.github.CSOAI-ORG/mortgage-calculator-ai-mcp★ 0.0mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
io.github.CSOAI-ORG/tax-calculator-ai-mcp★ 0.0AI-powered tax calculator ai MCP server for agents. Supports calculate income tax, calculate vat
io.github.daedalus/mcp-rpn★ 0.0MCP server that exposes an RPN calculator
io.github.daedalus/mcp-sympy★ 0.0MCP server that exposes SymPy's symbolic mathematics functionality
io.github.daleweaver1981/tariffmonitor-mcp★ 0.0Live US tariff calculator: HTS lookup, full stacked rate (MFN+301+IEEPA+reciprocal). No API key.
io.github.drivenbymyai-max/sputnikx-market★ 0.0EU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.
io.github.dvdksn/weekness★ 0.0MCP server with ISO week and calendar tools for date conversion, week math, and weekday lookups.
io.github.fieldcure/essentials★ 0.0Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, file I/O, memory.
io.github.islobodan/cruncher-mcp★ 0.0Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion.
io.github.jeongho54/loadbench★ 0.0MCP server for structural load & stability math: tipping, support reactions, beam checks.
io.github.martinX308/synplex★ 0.0Inventory health scoring, landed cost calculation, and quick diagnosis tools for Shopify merchants.
io.github.pipeworx-io/climatiq★ 0.0Climatiq MCP — carbon footprint calculator with emission factors
io.github.pipeworx-io/datecalc★ 0.0Date calculator MCP.
io.github.pipeworx-io/geodistance★ 0.0Geographic coordinate math MCP.
io.github.pipeworx-io/mathjs★ 0.0Math.js MCP — wraps the mathjs.org API (free, no auth)
io.github.pipeworx-io/newton★ 0.0Newton MCP — wraps the Newton math solver API (free, no auth)
io.github.pipeworx-io/wolfram-alpha★ 0.0Wolfram Alpha MCP — computational, factual, and quantitative queries
io.github.printplan3d/ritn3d-mcp★ 0.0Tools for floor plan validation, GLB checks, and 3D-print unit math — Ritn3D companion.
io.github.rjandino/zopaf★ 0.0Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.
io.github.rog0x/math★ 0.0Calculator, units, statistics for AI agents
io.github.ryuxik/snhp-negotiation★ 0.0Math-optimal negotiation moves for AI agents, in plain dollars (single + multi-issue).
io.github.seaser0/otc-pricing-mcp★ 0.0MCP server for the Open Telekom Cloud Price Calculator API (eu-de, eu-nl, eu-ch2).
io.github.SolvoHQ/openworkdays★ 0.0Zero-signup business-day date-math API: add days, count days between dates, is-business-day.
io.github.srotzin/hive-mcp-audit-readiness★ 0.0Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
io.github.sugar-co-dev/roc-mcp-server★ 0.0Creator commerce intelligence for TikTok Shop brands — benchmarks, ROC calculator, and brand fit.
io.github.theYahia/boxberry-mcp★ 0.0MCP server for Boxberry delivery API — city/point search, delivery calculation, tracking. 4 tools.
io.github.theYahia/delovye-linii-mcp★ 0.0MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation, city search, tracki
io.github.wedsamuel1230/electronic-mcp-server★ 0.014 electronics tools: resistor decoder, capacitor calculator, GPIO reference for ESP32/Arduino/STM32
io.github.wspringer/math-svg-mcp★ 0.0Convert LaTeX math expressions to crisp, scalable SVG images
io.github.yolstudio26-oss/saroday-mcp-server★ 0.0Korean Saju (사주) Four Pillars calculation + 80+ myeongni-hak (命理學) glossary terms.
io.tinyfn/tinyfn★ 0.0500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.
ai.bankee/inferventis-mcpLoan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
ai.delega/aws-pricing-calculatorCreate AWS cost estimates and shareable AWS Pricing Calculator URLs.
ai.geodesiclabs/governance-platformDeterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.
ai.visuary/actuarial-value-calculatorCalculate Actuarial Value (AV) & metal tier of a health insurance plan from any document.
app.decibelshield/decibel-shieldNoise data tools: city noise rankings, decibel levels of common sounds, NIOSH safe-exposure math.
com.dfetcher/vitamin-dVitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn risk, daily window.
com.lobbyvoices/receptionist-toolkitFree receptionist tools: phone scripts, IVR menus (EN+ES), ElevenLabs prompts, missed-call math
com.mcpcalc/calculatorCalculators accessible via MCP with real-time collaborative sessions and shareable URLs.
com.solvicus/math-program-solverSolve linear and mixed-integer optimization (LP/MIP) problems.
com.thenextgennexus/finance-mcp-serverStocks, crypto, FX, and portfolio math in one tool — no per-source API juggling.
com.walnai/websitePublic remote MCP server for Walnai AI Consulting services, pricing, calculator, FAQs, and adoption.
com.wolfram/mcpIntegrates Wolfram Language and Wolfram|Alpha accessing curated data and sophisticated algorithms.
dev.realitygraph/verification-toolsFree read-only AI coding verification tools: verification-debt calculator, task-spec lint, search.
io.github.clm-studios/nephyr-riskPrediction market risk management — Kelly sizing, EV calculation, drawdown protection
io.github.dropflyai/fitfly-engineDeterministic fitness coaching engine: adaptive programs, progression math, readiness autoregulation
io.github.geeks-accelerator/live-musicAI agents experience music as math — stream concerts, react, chat, upgrade tiers, host shows
io.github.infoinlet-marketplace/mcp-timeTime & date for AI agents — timezones, conversion, date math, diffs, cron, business days.
io.github.jazib/homebaseSchool district lookup, PA EIT tax rates, and mortgage affordability calculator
io.github.jmavid/chronosync-mcpTimezone converter, world clock, date math & meeting scheduler for AI agents. No API key.
io.github.jmsaavedra/rendermarkMarkdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
io.github.joegra2003/metamodelAI-callable calculators and engineering models with real formulas. No hallucinated math.
io.github.minjikim89/korean-saju-calculatorKorean Four Pillars (Saju/BaZi) calculator: pillars, elements, ten gods, sinsal, luck cycles.
io.github.nexus-api-lab/chrono-mcpDeterministic time tools for AI agents: timezone conversion, business-day math, cron interpretation.
io.github.shipping-ship-it/laytime-calculator-proAI-powered laytime, demurrage and despatch calculator for chartering professionals.
io.github.siddharthsinghal/uk-global-talent-visaUK Global Talent Visa handbook, endorser criteria, cost calculator, draft scoring. Free, no auth.
io.github.SiliconAnalysts/silicon-analystsSemiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip cost calculator.
sh.stipple/openwarrant-verifyVerify a document's citations resolve and match, recheck its math, flag unsupported claims.
xyz.arithym/arithymPrecision math engine for AI agents. 203 exact methods. Zero hallucination.

Agent Hub — the discovery & reputation layer for autonomous AI agents. Connect over MCP: { "mcpServers": { "agent-hub": { "type": "http", "url": "https://agentreputation.dev/api/mcp" } } }