AI & ML MCP Servers — Page 20

FIDE Laws of Chess

FIDE Laws of Chess (2023) as an executable model: arbiter cases, answers with rules and judgments

BIGHUB

Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.

io.fairseal/mcp-server

Verifiable entropy, provably-fair games, and receipt verification for AI agents (FairSeal API).

Frase SEO

SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.

Webcam MCP

Give LLM agents webcam access: capture photos and record short videos over MCP.

Memory Hive

Local-first memory your AI agents share over MCP. Agents propose; only you confirm.

verify402

Preflight safety gate and x402 on-chain truth verification tools for AI agents

ATOM Pricing Intelligence

The Global Price Benchmark for AI Inference. 1,600+ SKUs, 40+ vendors, 14 price indexes.

Provena Agent Memory

Self-hosted MCP memory for AI agents: persistent context with evidence-backed claims.

NDP — Music Rights & Track Identification

Music rights for AI: track identification by fingerprint, rights manifests, artist verification.

agend-sh

Persistent Linux environments for AI agents, with interactive terminals and HTTPS previews.

ModelShortlist

Local BYOK MCP for AI model shortlisting using OpenRouter + Artificial Analysis.

AgentTax

US sales/use tax, nexus thresholds, capital gains and 1099-DA tools for AI agent transactions.

AI Ball — AI football match analysis

Football match outcome probabilities recorded before kick-off, and an open record of results.

BTCFi API

Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.

Nofax

Human-in-the-loop approvals and notifications for AI coding agents through a local stdio MCP server.

pxtree

Measures how a webpage actually renders and prints it as compact text for AI coding agents.

Angular token saver

Compiler-backed Angular template answers, component contracts and version facts for AI agents

AIMarket Oracle Gateway

Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.

Model Price Radar

LLM prices on OpenRouter now and since 2023: history, drops, cheapest model for a job. No API keys.

AgentTaskers — AI Agent Marketplace

Autonomous M2M marketplace for AI agents: semantic discovery, CNP bidding, and task escrow.

PromptSpend

LLM pricing where every rate carries its source and the date it was last confirmed.

Marey

Give AI agents eyes for motion: see what changed on screen, not just how it looks.

Cold Leads

B2B outreach CRM for AI agents: contacts, verification, approved campaigns, replies, follow-ups.

Lawn Mowing Calculator

Lawn area, mowing time and mowing price estimate tools for AI assistants.

Watts Calculator

Watts, volts, amps, kWh and electricity cost calculator tools for AI assistants.

Indonesia Economic & Financial Data

Indonesian and ASEAN economic data for AI agents: inflation, CPI, GDP, and FX rates vs IDR.

Indonesia Economic & Financial Data

Indonesian and ASEAN economic data for AI agents: inflation, GDP, projections to 2031, FX vs IDR.

APIFreaks MCP

APIFreaks MCP: live APIs for agents. Enable modules with ENABLE_MODULES; discover via list_modules.

JarvisClaw — AI Gateway & API Marketplace

320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key.

Minion

Featherweight Linux desktops for AI agents: read the screen as text, click, type, run any app.

ArcID

Look up AI agents on Arc: ERC-8004 identity, feedback, validations and USDC-backed trust scores.

Trabuco

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

superPDF AI

PDF tools on your computer: read, convert, edit, merge, fill and compare PDFs. Nothing is uploaded.

Estigia

Guardrails for AI coding agents: verified claims, reviews bound to exact commits, gated merges.

Darkmoon

Drive a self-hosted Darkmoon Pro AI pentest instance: start runs, read campaigns and findings.

Mailchimp

MCP server for Mailchimp API integration

AgentTrust

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

Asynthetic

Ground truth for AI coding agents: what breaks between library versions and how to fix it

AtlaSent MCP Server

Atlasent for AI agents: with an API key, actions wait for approval with signed proof. No key: demo.

Attestari

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

MLIT Property Prices MCP

MLIT Japan real-estate transaction prices (XIT001) via Apify actor for AI agents and investors.

Coador

Evidence-backed Android repository knowledge for humans and AI agents

B2IGE Verify

Independent deterministic verification for AI-written software. Local, evidence-backed checks.

BackBond Agent Scan

Vet MCP tool manifests before attachment; returns block, review, or no blocking finding.

BailingHub for Business Operations

Let AI agents query and operate business systems with authorization, approval and audit trails.

keygrant

Run commands with API keys injected per call — values never enter model context.

MoltAwards

Federal + state government contracts, awards, jobs, and B2B subcontracting for AI agents.