Discover Awesome MCP Servers

defi-yield-scanner-mcp

Real-time DeFi analytics MCP server for AI agents. Provides token risk analysis, yield scanning, and wallet exposure checking across Base, Ethereum, and Arbitrum.

IPV7

A secure MCP server that connects AI assistants to Google Workspace, enabling permission-aware retrieval-augmented generation for grounded answers.

bilibili-mcp

Enables AI assistants to directly operate Bilibili, providing 27 tools for login, search, content publishing, data analysis, and interaction.

indian-regulatory-mcp

Enables access to Indian regulatory data including SEBI orders, RBI circulars, MCA company details, GST verification, and more, designed for fintech and legaltech applications.

Memex Targeted Search Server

Enables AI agents to search through Memex conversation history and local project files to retrieve specific commands, code snippets, and technology overviews. It utilizes smart context management and faceted filtering to provide relevant search results without causing context overload.

api-test-mcp

api-test-mcp

🖼️ Unsplash Smart MCP Server

用于智能股票照片搜索、下载和归属管理的 AI 驱动的 FastMCP 服务器，数据来源为 Unsplash

MCP RAG Assistant

Enables RAG (Retrieval-Augmented Generation) with tools for vector search, document access, and OpenAI integration, plus MySQL storage and file system operations via MCP.

MCP Weather & News Assistant

An MCP server that provides real-time weather data and latest news headlines via custom tools.

ArchNav MCP Server

Architecture-aware code navigation system for AI agents, providing line-level symbol location, layered architecture detection, and dual-engine hybrid analysis with 22 MCP tools.

OpenSearch MCP Server

opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearch that enables AI assistants to interact with OpenSearch clusters. It provides a standardized interface for AI models to perform operations like searching indices, retrieving mappings, and managing shards through both stdio and streaming (SSE/Streamable HTTP) protocols.

Git MCP Server

Enables local git operations including commit, branch, push, pull, status, and sync with conventional commit enforcement and branch naming conventions.

openproject-codex

Enables Codex to interact with OpenProject for project management, work packages, and reporting.

Tailwind Svelte Assistant

Provides access to SvelteKit and Tailwind CSS documentation, code snippets, and component examples with secure file operations and caching for building modern web applications.

boltwork-mcp

Give your AI agent PDF summarization, code review, translation, web extraction, document comparison, and persistent memory — all paid autonomously via Bitcoin Lightning.

ElevenLabs MCP Server

Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. Supports speech generation, voice cloning, audio transcription, and sound effect creation through natural language.

Wascer GTM MCP Server

A remote MCP server for Google Tag Manager that enables AI assistants to manage GTM accounts, containers, tags, triggers, variables, and more via OAuth or service account authentication.

pythia-oracle-mcp

On-chain crypto indicators (EMA, RSI, VWAP, Bollinger) via Chainlink oracles.

Get Gather

A containerized service that enables MCP clients to interact with data and perform actions through a remote browser environment. It supports live streaming of the container desktop and offers proxy configuration for location-based browser sessions.

AutoDL MCP Server

Enables management of AutoDL GPU resources including instance lifecycle, balance queries, elastic deployments, and notifications through typed MCP tools.

manager-mcp

Read-only MCP server for self-hosted Manager.io bookkeeping, providing curated GET tools to access accounting data like invoices, balances, and reports.

google-adk-mcp

使用 Google ADK 和为 repair_world_application 编写的 MCP 服务器

drawio-live

Launches/connects to the visible draw.io desktop editor and edits its active graph model in real time, allowing AI agents to draw scientific figures step by step.

fleet-of-one-mcp-server

MCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.

Trading 212 MCP Server

Provides secure access to Trading 212 Public API through MCP, enabling Claude Desktop users to manage portfolios, execute trades, and analyze market data using natural language commands.

calculadora-combustivel

Enables calculation of the most economical fuel (gasoline, ethanol, or natural gas) based on prices and vehicle consumption, following the 70% rule for ethanol and 60% for GNV.

Redmine MCP Server

An MCP server that connects AI assistants to Redmine, enabling issue and project management via natural language.

game-narrative-mcp

通用游戏叙事引擎 MCP，提供一致性校验、动态运行、Meta 伏笔、Playthrough 对比及 Ink/Yarn 导出等功能。

Local File Search MCP

Provides tools for searching and reading local files, supporting metadata filters, PDF full-text keyword search, and sandboxed file access.

rbxsync-mcp

Enables AI agents to extract, sync, test, and debug Roblox games bidirectionally between Studio and filesystem via MCP.