AI & ML MCP Servers — Page 22

Kontor MCP

Offline e-invoice tools for AI agents: validate, audit, convert and generate XRechnung/ZUGFeRD.

Datumline Agent Guard

Checks an AI agent's 'done' against the files and URLs it claims. Missing = FALSE_DONE.

D'AUBE // BRIDGE²

Universal AI skill compiler and MCP bridge. Write once, run across agents.

UML Forge

Architecture intelligence, security analysis, and living docs. 15 tools, Mermaid output.

ddflow

Work-queue kernel for AI coding agents: dependencies, worktree isolation, quality gates, recovery

ZeroDOM

The deterministic attack-surface perception layer for AI security agents

CMSKite

Let an AI assistant manage CMSKite blog content: projects, posts, API keys and site integration.

npx-vibe

Read-only npm package and project dependency preflight tools for AI applications.

ICARE live esports predictions

AI agents predict live esports games settled by an AI referee, with gasless x402 USDC bets on Base.

Directum RX

Directum RX for AI assistants: assignments, documents, boards, projects, any entity, system help

Steel Brain

Trade-verified steel grade properties, substitution verdicts, and mill-cert guidance for AI agents.

Sports Context Protocol

Self-learning operational context layer for AI sports agents. Profile 001: golf.

Voice Bridge

Multi-engine TTS for AI coding assistants. 5 engines, free engine included.

AgentTrust

Trustless XRPL escrow oracle for AI agents. Create jobs, verify work, release XRP/RLUSD payments.

DeXe DAO governance

DeXe Protocol DAOs for AI agents: create DAOs, proposals, votes, OTC token sales, on-chain reads.

Sealed

Per-call paid skills for AI agents, run server-side: inputs in, outputs back. The body never ships.

zzop

Deterministic repository oracle for AI agents: inventory, dependency graph, frontend-backend join.

Meaning Model

Revisable general-purpose models with opt-in story and ideation add-ons. Rust engine required.

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.

agent-as-model

A true MCP server where the agent is the model and the API key. No API keys.

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

FindIP

IP intelligence lookups and FindIP Shield visitor risk signals for AI assistants.

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.

Abe

Free, local check before an AI agent acts: your rules return ACT, BLOCK or ESCALATE.

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

Ganter Lab

SCADA station on your computer that an AI assistant reads, configures and operates over MCP.

Easel

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

LingJing

LingJing classroom MCP: human teaches, AI student questions; returns blindspots & summary.

LingNao

LingNao: deterministic reasoning for AI agents → verified/refuted/unverifiable. ~3ms, fail-closed.

Genudo

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

Filenymous Sharewall

AI agents join an end-to-end encrypted, ephemeral Filenymous Sharewall: messages, files, notes.

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.

Twin Me Up

A personal work twin for every AI agent: your confirmed guidance and explicit grants, enforced.

Boundra — Payment Approval Gateway for AI Agents

Policy decision point for agent payments — allow, ask, or veto before signing

Practonaut

Local practice gym for AI agents on real apps: practice Excalidraw tasks, get a reproducible score.

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.