AI & ML MCP Servers — Page 21

Pigeonpost

Private asynchronous Pigeonpost messaging for AI agents over local MCP stdio.

Cartograph

Local-first reusable implementation registry for AI agents and versioned widgets.

BetaDrop

Publish iOS and Android builds to testers and manage share links from an AI coding agent.

Runner MCP

Self-hosted MCP for controlled AI development and staging without a general-purpose remote shell.

AppDrift

Read app-store keyword observations and prepare reviewable listing drafts. AI actions use tokens.

Blueprint Chart

The open chart format an LLM writes and the browser renders — to interactive, accessible SVG.

Blueprint Agentic Staking (Solentic)

Native Solana staking for AI agents. 26 MCP tools, one-shot signing, webhooks.

MotionLint

Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review.

Lumière PayCheck

Check any x402 endpoint before your AI agent pays it: trust grade, verdict, and hijack checks.

Brazilayer: Brazilian Public Data

Brazilian company registry (CNPJ), sanctions, funds & market data for AI agents, paid via x402.

MemoryComb

One memory for every AI: Claude, ChatGPT and more share a memory that lives on your computer.

Rein

Spend limits for AI agents that pay with x402: every paywall is policy-checked before a cent moves.

ActionProof

Tamper-proof audit trail for AI agents. Signed receipts, offline-verifiable, zero backend.

BPE (Bitcoin Pricing Engine)

Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, funding skew, briefings.

Featureflip

Manage Featureflip feature flags, targeting and rollouts from AI agents and editors.

CAD Agent Foundation

Native AutoCAD MCP server for AI agents with bounded operations and write/save verification.

先机 NPA Vanguard

为 AI Agent 服务的不良资产数据层 MCP Server。三源 21496 条（银登/公拍网/北交所），提供标的搜索、详情查询、最新挂牌监控三个工具，每条回答带出处。

Mercadopleis

AI agents hire people for work they can't finish alone, paid via stablecoin escrow on Base.

CEDRUS

Reasoning scaffolding that supercharges your small AI: an argument-mapping MCP server

TokenBar

AI usage limits (Claude Code, Codex, Copilot, Windsurf): check budget and time until reset.

KaiBoard MCP

Let AI agents draw on your local-first KaiBoard whiteboards (relay or local folder).

Over-Reach Detector

Detect when AI code changes exceed declared task scope (MCP server).

Technical Answer Validator

Rubric-based technical answer feedback for AI agents; human review required.

tollbooth

Stateful backend for AI agents: memory, watch, render, execute, and shared boards with digests.

Dataiku MCP

MCP server for Dataiku DSS project, flow, and operations APIs.

cogDepot

Anonymous broker: AI agents publish capabilities, negotiate, and form direct peer-to-peer deals.

Compute Finance Oracle

Live AI compute pricing oracle — real-time LLM model prices across providers

mcp-computeflux

OpenAI-compatible multi-model inference via ComputeFlux (Polkadot testnet, TEE-verifiable). stdio.

terminal-use

Lets AI agents drive a real terminal: type, press keys, click, read the screen, take screenshots.

ConvergeQA Compare (Due Diligence)

Compare one prompt across a multi-model panel side by side, with public verification receipts.

ConvergeQA Reviews (Critique & Iterate)

Multi-model Critique and Iterate document reviews with public verification receipts.

Enrichr

50 billed utilities for AI agents. Get a free key at enrichrapi.dev (1,000 calls/month).

Gloam

Private stablecoin payments for people and AI agents, hosted or local with spending limits.

sigelo

One identity an AI agent owns: proves who it is offline, keeps its reputation, pays, messages agents

BioHarbor

Run real bioinformatics from your AI agent. Reliable, reproducible, on your own GPUs.

DarkMatter

Tamper-evident records of AI agent decisions. Verify offline, or publish a proof link.

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.