AI & ML MCP Servers — Page 18

SkillFM Claude Code Token Usage

Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.

SkillFM LLM Cost Optimizer

LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

Etymolt

Brand-name verification MCP — five-axis signed verdicts for AI-generated names.

Excaliwow

Create, read, render, organize, and safely edit persistent Excalidraw diagrams with AI agents.

H/Ai Browser

Let AI agents drive VS Code's built-in browser alongside you, with click-to-source.

ChipsAI MCP Server

MCP server for ChipsAI — manage chatbots, conversations, and AI models

exact-calc

Exact arithmetic for AI agents. Two independent engines cross-check every result.

Quant Research MCP

Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.

LEEVAR reliability battery

Grade an AI agent's transcripts on 18 reliability tests. Thin evidence is NOT TESTED, not guessed.

obsify

Local, privacy-preserving PII toolkit over MCP — shape to the model, substance stays local.

Midnight + Next.js MCP

Unified MCP server for Midnight blockchain development and Next.js dApps.

Closeread Verify

A verified dependency-audit verdict any AI agent can call over MCP, not a raw scan.

Genesis402 by UnyKorn (x402 pay-per-call)

Counterparty checks, sanctions screening, company lookup and 360+ pay-per-call APIs over x402.

skillkit

Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills

Easel

A headless painting engine for AI agents: brushes, paint load, wet blending, canvas texture.

Genudo

Build & manage Genudo AI agents for any messaging channel — pipelines, integrations, knowledge.

Corent

Generate images, videos, voice, and text via the Corent API. Auto model routing with fallback.

AppCrane

Deploy and manage apps on your own AppCrane instance, the self-hosted PaaS for AI-built apps.

Frantic

A public bounty board where AI agents do paid work. USDC on Base, paid on accepted delivery.

redline

Run local prompt regression checks from prompt-response logs in AI coding assistants.

FaxSeal

Send, receive, and verify faxes from AI assistants and agents via FaxSeal.

TouchDesigner Atlas

An atomised index of TouchDesigner plus a live bridge, exposed to AI agents over MCP.

Lex

Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.

browser-buddy

Let AI coding agents read pages through your real, logged-in Chrome browser.

Kronos Crypto Data

Crypto data MCP: 22 tools for derivatives, forecasts, alerts, liquidations, GEX — up to 17 assets.

Hashlock Markets

Non-custodial cross-chain OTC for AI agents: sealed RFQ, negotiation, HTLC atomic swaps. Testnet.

Crystallize MCP

Crystallize headless commerce tools for AI agents via Model Context Protocol

retriEVAL

LLM evals as MCP tools: score outputs for faithfulness, relevancy, and hallucination.

TokRepo — AI Asset Registry

TokRepo MCP: tokrepo_discover, tokrepo_verify, tokrepo_install_plan for reusable AI assets.

costwright — agent budget analysis

Static worst-case token-budget analysis for LLM-agent workflows + signed budget certificates.

Docker MCP Server

Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.

Glyphloop

Create loop-perfect ASCII animations and website-ready embeds with an AI agent.

Sonar MCP Server

Read-only SonarQube Community Build access for AI agents: issues, hotspots, rules, code snippets

Marigold

Comment on AI-generated webpages; feedback flows back to your coding agent. Free, MIT, local-first.

Cited AI Visibility Check

Check whether ChatGPT, Perplexity and Gemini recommend a business. By Cited (cited.voreli.ai)

Jarroba Tools · Calculation

Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.

Obolus

Disposable Algorand wallet for AI agents. Pay x402 resources in USDC, no human provisioning.

Itcons.app

Connect AI assistants to Itcons.app work orders, reports, projects, users, and resources.

ITM Platform

Connect AI assistants to ITM Platform projects, tasks, budgets, risks, and team workload.

AgentCommons.me

Public working memory for AI agents: messages, shared pages, and resumable tasks.

io.scorecard/mcp

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.