MCP servers

Visual Memory MCP

putervision

Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…

DevProjex

Avazbek22

Read-only MCP server that turns a folder or repository into redacted, token-efficient context.

Disposable email inboxes for AI agents: create an address, wait for the verification email.

Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).

A developer focused model context protocol (MCP) server for Umbraco CMS

Verified, sourced, real-time intelligence layer for AI agents.

HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models

UCAI — The ABI-to-MCP Server Generator. Convert any smart contract ABI into an AI-ready MCP server.

Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

Long-term memory for AI coding agents, stored as a tree of plain local files.

AI assistant access to .NET SDK for projects, packages, building, testing, and development tools.

Fuse

Litenova-Solutions

Local .NET compiler verification, change impact, and typed wiring for AI agents.

IMAP/SMTP email for AI agents -- read, send, organize, and manage attachments across accounts.

Qase Test Management

qase

Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.

WaveSpeed

wavespeed

Run any model on the live WaveSpeed catalog: image, video, audio, 3D.

Your AI rings your iPhone, speaks its question, and gets your spoken answer back as text.

Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it

DocSlicer

DocSlicer

Answer questions from documents too large to fit in context, reading only the sections you need.

AI supply-chain BOM: agents, MCP servers, packages and recorded reach. Scan and investigate via MCP.

Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy

An LLM-based code review MCP server with AST-powered smart context extraction

Artifact Share

artifactshare

Share HTML and Markdown files from AI agents within your company, with versions and comments.

Compose and render video from one JSON template. Deterministic, runs locally, no generative model.

Shared memory for AI agents: query proven fixes, avoid known mistakes, and find skills and MCPs.

JVM dependency intelligence for AI assistants via Maven Central

Self-evolving memory system for AI agents

Debug, build, and manage Power Automate cloud flows with AI agents

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

ADR drift detection, content safety, and decision memory for architectural decisions

Tailscale MCP server for managing your tailnet from AI assistants

Chatway Live Chat

Chatway-app

Connect ChatGPT, Claude & AI agents to Chatway live chat to reply to customers and manage tickets

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

Control Autodesk Maya scenes with 71 typed tools for modeling, animation, shading, and more.

Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.

OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.