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  1. Servers
  3. AI & ML

The best AI & ML MCP servers

2,046 AI & ML MCP servers in the directory, each connected to and graded A–F by tirekick on schema conformance, strict-regex safety, and description quality. The highest-graded are listed first.

Meta Council

com-meta-council-decision-intelligence

Multi-expert decision intelligence with transparent synthesis and auditable workflows.

A150 tools

calculators

com-calcfleet-calculators

Tested financial & practical calculators as free, no-auth MCP tools for AI agents.

A122 tools
Browse all 2,046 AI & ML servers →

The best by category

SearchPayments & CommerceAnalyticsSecurityBrowser AutomationInfrastructureCommunicationDeveloper ToolsContent & MediaDatabasesFiles & StorageFinanceGeo & TravelProductivity

concordance

com-narrowhighway-concordance

Deterministic claim verification with receipts across ~60 domains. No model in the loop.

A94 tools

apis-io

io-apis-apis-io

Read-only MCP server over the APIs.io catalog — discover APIs, providers, tags & artifacts.

A92 tools

Moddable Games Tools

games-moddable-tools-moddable-games-tools

15 tools for chess variant analysis, hex map generation, and board game utilities

A89 tools

LeanrIQ

io-github-leanrads-leanriq

Creative-intelligence MCP for campaign strategy, ad builds, QA, and reporting.

A87 tools

DeltaSignal ATLAS-7

io-github-aitrailblazer-deltasignal-atlas-7

SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402, and MPP.

A81 tools

amazon-product-research-mcp

com-webotee-amazon-product-research-mcp

Amazon brand, seller, niche & buy-box intelligence inside your own Claude or ChatGPT.

A79 tools

VaultCrux Memory Core

io-github-cuecrux-vaultcrux-memory-core

VaultCrux Memory Core — 32 tools: knowledge, decisions, constraints, signals, coverage

A75 tools

Xearno Tools

tools-xearno-calculators

Money, tax & business calculators kept current with 2026 rules — plus operator insights.

A72 tools

opportunity-exchange

ca-veilpoint-opportunity-exchange

Keyless Saskatchewan labour-market data: measured wages and rents, roles, jobs, outcomes, pathways.

A69 tools

Magnific

io-github-mcp-dir-magnific-mcp

Magnific in natural language: upscale images, generate and list your creations. Connect your Magnifi

A67 tools

MERX - TRON Resource Exchange

exchange-merx-mcp

TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + ACP.

A66 tools

Robyn — Gasless Cross-Chain for AI Agents

io-github-ox31461-robyn

Gasless cross-chain for AI agents: 25 nodes incl. Solana & native Bitcoin. One signature, no gas.

A65 tools

agentic-commerce

io-bosonprotocol-agentic-commerce

MCP server for Boson Protocol — on-chain agentic commerce for physical & digital goods.

A63 tools

Gluecron

com-gluecron-gluecron

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

A60 tools

schedule-iii

com-datavrn-schedule-iii

Deterministic Schedule III statements for Indian companies: trial balance in, Excel workbook out.

A59 tools

BlitzReels Video Editor

com-blitzreels-blitzreels

Create, edit, reframe, caption, organize, generate, and export short-form videos with BlitzReels.

A58 tools

EngScript Engineering MCP

com-engscript-mcp

Engineering calculation MCP server for oil and gas engineering applications.

A58 tools

Qiniso

io-github-qinisolabs-qiniso

Deterministic fact verification for AI agents — checksums & curated data, not guesses.

A56 tools

skill-market

com-lvlltd-skill-market

x402 skill catalog on lvlltd.com — search, quote, pay with Base USDC, unlock sealed packs.

A56 tools

SolKnife

xyz-solknife-toolkit

Non-custodial Solana toolkit: rug-checks, swaps, portfolios, token minting, multisig, Arweave.

A55 tools

Andreax x402 Services

io-github-moralito311-andr-andreax

54 pay-per-call AI services over x402 (USDC on Base): compression, OCR, FX, inference.

A54 tools

Forge Engine

app-forgeengine-forge

Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.

A54 tools
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