Discover Awesome MCP Servers

mcp-roam

Enables AI agents to semantically search, retrieve, and augment an org-roam knowledge graph via MCP, with features like vector-based search, YouTube ingestion, and local LLM processing.

databricks-mcp-server

databricks-mcp-server

pindoc

Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analysis/Debug/Task), MCP-native workflow, self-host with Docker Compose.

nyx-fund-mcp

Provides hedge fund back-office calculations (fees, NAV, exposure, costs) and institutional LP report grading, accessible for free without an API key.

mcp-turboquant

MCP server for LLM quantization. Compress any HuggingFace model to GGUF, GPTQ, or AWQ format. 6 tools: info, check, recommend, quantize, evaluate, push. Self-contained Python server — no external CLI needed.

Phaser Editor MCP Server

Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, assets, and tilemaps. It enables developers to create, modify, and inspect game content within the editor's environment through natural language interactions.

google-analytics-mcp

A powerful Model Context Protocol (MCP) server that provides comprehensive Google Analytics 4 (GA4), Google Search Console (GSC), and Google Merchant Center (GMC) integration for Claude Desktop and other MCP clients.

repo-guardian

Enables agents to audit and safeguard repositories by detecting dependency pinning issues, license compliance problems, hardcoded secrets, and dead code through MCP tools.

ziti-mcp-server

Manage OpenZiti zero-trust networks — through natural language

Visa Design System MCP Server

Provides AI tools with access to Visa's Product Design System resources, including design tokens, component specifications, and usage guidelines.

calcom-mcp

calcom-mcp

FreeloMCP

Freelo MCP 服务器提供了一个接口，用于通过模型上下文协议 (MCP) 与 Freelo API 进行通信。它允许将 Freelo 集成到支持 MCP 协议的 AI 助手，例如 Cline、Claude 等。

Ukrainian Statistics MCP Server

Provides seamless access to official Ukrainian government statistics from the State Statistics Service via their SDMX API. It enables users to query bilingual datasets across domains like energy, demographics, and trade using flexible filtering and metadata exploration tools.

coreason_mcp_registry

Enables discovering and managing MCP servers through a registry, supporting listing, searching, and configuration.

EMBA-MCP

An MCP server for EMBA firmware analysis that exposes structured security findings and tools to LLMs. It enables users to programmatically query, reason over, and correlate firmware analysis results such as kernel details, SBOMs, and attack paths.

quanttogo-mcp

Macro-factor quantitative trading signals for AI agents. 8 tools covering strategy discovery, live signal retrieval, and self-service trial registration. Covers US and A-Share markets with forward-tracked performance.

Confluence MCP Server

Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.

membot

Provides a persistent, versioned, and searchable context store for AI agents with local embedding and hybrid search.

Azure Synapse MCP Server by CData

Azure Synapse MCP Server by CData

ticktick-mcp

MCP server for TickTick using the official OAuth 2.0 API. Create, list, update, complete, and delete tasks just by talking to Claude.

motionlint

MotionLint measures the motion your app actually ships — durations, easing curves, stagger intervals, exit timing, reduced-motion support — and scores it against a published set of animation standards with vision LLM.

finance-mcp

A read-only personal finance MCP server for analyzing transaction CSVs, providing tools to filter transactions, summarize spending, categorize charges, and flag unusual activity.

Technitium MCP Secure

A security-hardened MCP server for managing Technitium DNS Server via its HTTP API. It provides 20 tools for DNS zone management, record configuration, and server diagnostics with built-in protections like rate limiting and read-only modes.

WebMiliastra Nodes Editor MCP Server

Enables AI agents to create and manage node graphs and projects for Genshin Impact's Miliastra Wonderland system. Provides tools for reading, writing, and validating GraphDocument JSON files, managing project folders, and accessing node definitions and documentation resources.

mcp-universal-crawler

Exposes Futurepedia AI tool crawling and universal web page parsing as MCP tools for assistants.

chatgpt-mac-bridge

Gives ChatGPT Web hands on your Mac — files, git, terminal, browser, and windows via MCP, with outbound-only tunnel and delete protection.

media-mcp

An MCP server for AI-powered media generation using Google Gemini, enabling creation of images, videos, music, and speech directly from AI agents.

diagram-forge

Generates professional architecture diagrams from natural language descriptions using template-driven prompts and swappable AI image providers.

mcp-sqlserver

A powerful MCP server for Microsoft SQL Server that connects AI assistants directly to your SQL Server databases with enterprise-grade security controls.