Discover Awesome MCP Servers

MCP Server Boilerplate

A starter template for building custom MCP servers with example implementations of tools, resources, and prompts. Includes TypeScript support and installation scripts for Claude Desktop, Cursor, and other MCP-compatible clients.

flutter-orchestrator

Enables building Flutter and Dart apps through a multi-agent system that orchestrates specialized agents for UI design, backend development, testing, and deployment.

jamgate

A neutral memory quality-gate for AI agents — a gate, not a store. It provides one shared memory of you that every AI agent reads from and writes to, kept honest at write time.

MCP Gateway

Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema bloat and reduce context token usage. Exposes 4 lightweight gateway tools that start backend servers on demand rather than loading all schemas at startup.

TabPFN MCP Server

Enables AI assistants to train and run TabPFN models for tabular classification and regression tasks via the TabPFN API.

Segmind MCP Server

Enables AI image and video generation using Segmind's API with 30+ models including FLUX, Stable Diffusion XL, and more, accessible through any MCP-compatible AI assistant.

mcp-gsc

MCP server for Google Search Console, enabling querying search analytics, URL inspection, sitemap management, and more via natural language.

valta-mcp

An MCP server for Valta that exposes financial governance tools for AI agents, including spend authorization and audit trail via MCP-compatible clients.

deeplore

Self-hosted RAG-powered knowledge base that surfaces context from structured notes and transcripts, exposing each project as an MCP tool.

code-quality-mcp

Provides deterministic Python code quality analysis using flake8, mypy, McCabe, and vulture, enabling LLMs to access real linting and type checking results.

resume-ats-mcp

Enables Claude Desktop to act as an ATS resume checker: lists resume files and evaluates them against job descriptions, providing formatting audits and keyword match scores.

Google Slides MCP Server

Provides MCP server for Google Slides API, enabling creation, reading, modification, and management of Google Slides presentations using service account authentication.

meridian

Persistent memory and task coordination for AI coding agents. Tracks sprint items, logs tasks, manages session handoffs, and surfaces HITL requests so you stay in control across single or parallel Claude Code, Codex, Cursor, and Windsurf sessions.

chrome-devtools-mcp

An MCP server that lets AI coding agents control and inspect a live Chrome browser, providing reliable automation, debugging, and performance analysis through Chrome DevTools.

Aicon

Enables AI-powered icon search, generation, and download from 275,000+ icons with web-based authentication and subscription plans.

lending-MCP

An MCP server that allows starting an iwoca business finance application from within a ChatGPT conversation, supporting drafting, submitting, and checking status of applications.

DaVinci MCP Server

Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orchestration flows, applications, connectors, variables, and forms through standardized MCP tools.

text-to-speech

Enables converting text to speech audio in 20+ languages, returning base64-encoded MP3 output via Google TTS with x402 micropayment-based pay-per-call access.

Helium MCP Server

Real-time news with bias scoring, live market data, and AI-powered options pricing. 9 tools across news intelligence, media bias analysis, stock/crypto data, and meme search.

aik-mcp

Enables AI agents to discover, read, search, and install Markdown-based knowledge (rules, skills, workflows) from a local directory via MCP tools.

Klarova

A governed context layer for internal data exposed over MCP, enabling agents to query governed definitions, retrieve grounded data, and execute scoped actions with citations and auditing.

uniprot-mcp

Auditable UniProt MCP server with per-query SHA-256 provenance and offline replay

DomainPilot MCP Server

A Model Context Protocol server that connects AI assistants to your Domain Pilot account, enabling management of domains, DNS records, uptime monitoring, and SSL status through natural language.

Houdini MCP

Enables AI assistants to connect directly to a live Houdini session and act as a technical director by creating nodes, wiring networks, querying scene data, running Python/HScript, and modifying parameters in real time.

Unreal Engine MCP Server

Enables AI assistants to control and automate Unreal Engine through a native C++ Automation Bridge plugin. It supports a comprehensive range of tasks including asset management, actor manipulation, editor control, and blueprint graph editing.

mcp-sqlserv

Enables AI agents to safely read SQL Server databases via MCP with structured queries, default-deny table permissions, OAuth authentication, and full audit logging.

mcp-uni

A universal MCP server that acts as a unified gateway for dynamically connecting and managing multiple MCP servers via a single HTTP endpoint.

FL Studio MCP

An MCP server that connects Claude to FL Studio, allowing the AI to send melodies, chords, and drum patterns directly to the DAW via virtual MIDI ports.

domo-mcp-readonly

A read-only MCP server for the Domo BI platform that allows AI agents to query and list data, datasets, cards, and analytics structures without making any changes.