AI & ML MCP Servers — Page 6

StateDock

Shared task layer for AI agents: tasks, handoffs and decisions that persist across tools.

Mingle — Agent-Native Connection Protocol

Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you.

OpenPitch

Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook alternative.

MNE-MCP

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

Epitome

Personal AI memory — gives every AI agent shared, persistent memory of you

Unified AI System MCP Gateway

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

Consilium Principis

AI advisory board (MCP): quotes verified word-for-word against public-domain texts, fail-closed

lurq

Verify npm packages before your AI agent installs them: hallucinations, advisories, API drift.

edumints SCORM MCP

Compiles structured specs into SCORM 1.2/2004 e-learning packages. 47 tools, quality gate, no LLM.

ShipStatic

Deploy static websites, landing pages, and prototypes instantly. Free, no account needed.

Ssemble AI Clipping

Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.

AIMEAT

Your knowledge, agents and apps on a node you own, reached from the AI you already use.

io.form/formio-mcp

Create and manage Form.io forms, resources, actions, roles, and projects from your AI agent.

GenPark Adaptive Batch Request Debouncer

Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput

GenPark Adaptive Exponential Backoff with Jitter Retry

Full jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs

GenPark Concurrency Semaphore Guard

In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate

GenPark Context Window Token Pruner

Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar

GenPark Entropy Hallucination Detector

Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an

GenPark JSON-RPC Batch Pipelining Dispatcher

High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model

GenPark LLM Token Bucket & Sliding Window Rate Limiter

Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation

GenPark LLM Token Cost Budget Tracker

Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl

GenPark Multi-Agent Borda Voting Consensus

Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model

GenPark Tri-State Circuit Breaker Router

Tri-state circuit breaker router managing LLM provider failure cascades, sliding error windows, and

GenPark Vector Embedding Cache Deduplication Sentinel

High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation

Niro

AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix.

HefestoAI

HefestoAI checks AI-generated code before you ship it.

io.github.azender1/safeagent

Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.

Causari

Records the prompt, model and files an agent declared for a line. It does not prove who typed it.

peek

Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local

dyslex.ia

Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.

useVyre Context

useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.

GroundLens

Guardrails for LLM answers: exact checks against sources, PASS/REVIEW/FAIL, signed records.

OpenHire · 哨兵

Jobs with the employer's real posting date, from employers' own ATS. HR family. Résumé stays local.

HTML/CSS to Image API

Generate images and PDFs from HTML/CSS, live websites, and reusable templates.

MCP Bench Router

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

SaturnZap

Non-custodial Bitcoin Lightning (LDK) wallet for AI agents — pays L402 APIs from CLI or MCP.

QuantContext

Deterministic stock screening, backtesting, and factor analysis for AI trading agents

Affiliate Networks MCP

Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.

Drillr — The financial MCP for AI agents

Financial data and research MCP for US/CN/JP equities: filings, statements, ownership, signals.

Marrow AI: Control Layer for AI Agents

Approval gate and audit trail for AI agent actions: policy check first, proof after. Any MCP client.

ai.inflowpay.app/inflow

MCP Server for agents to onboard, pay, and provision services autonomously with InFlow

Ludo AI Game Assets

Generate game assets with AI: sprites, animations, 3D models with rigging, video, music, SFX, voices

Raven

Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.

ai.smithery/anirbanbasu-frankfurtermcp

A MCP server for the Frankfurter API for currency exchange rates.

ai.smithery/samihalawa-whatsapp-go-mcp

Scan QR codes and go! No more troublesome autos or APIs! Send text messages, images, links, locati…

ai.smithery/zeta-chain-cli

Create friendly, customizable greetings for any name or audience. Break the ice in demos, onboardi…

SentinelX MCP

Operate Linux, macOS and Windows from your LLM. Every action runs through an auditable allowlist.

3D New Era AI

Design homes with your AI: floor plans, furniture, joinery, lighting and photos, live.