Discover Awesome MCP Servers

hermes-mcp-server

Bridges MCP-compatible AI clients to over 100 Hermes Agent skills for web browsing, file management, code execution, GitHub operations, and more.

MasterMCP

A demonstration tool that showcases potential security attack vectors against Model Control Protocol, illustrating how malicious plugins can exploit weaknesses in MCP architecture.

mvn-mcp-server

Maven MCP Server enables AI assistants to manage Maven dependencies through natural language, including version checking, security scanning, and dependency analysis.

gmail-mcp

Deployable MCP server on Cloudflare Workers that connects Gmail to AI assistants, enabling search, read, send, reply-all, forward, attachment handling, and label/thread management across multiple Google accounts simultaneously.

real-estate-actual-price

Enables querying Taiwan real-estate actual-price transaction data through MCP tools, including transaction search, market statistics, area listing, and data status, using a local SQLite database.

Studio Bridge

Connects Claude directly to Roblox Studio for building UI, editing scripts, running code, playtesting, and viewing the game in real-time.

managebac-mcp

使AI代理能够通过学生账号读取ManageBac中的截止日期、成绩条目和GPA的MCP服务器。

Spring Toolkit MCP

A secure-by-default MCP server and CLI for AI agents to inspect Spring Boot repositories and interact with runtime Actuator endpoints, enabling code review, dependency scanning, and monitoring.

mlb-api-mcp

Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game information, player data, and more.

AWS Pricing Calculator MCP Server

MCP server that provides tools for automating AWS Pricing Calculator estimate generation.

AI Code Toolkit

Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while maintaining team conventions.

looplens-mcp

An MCP server for detecting retry loops and analyzing iteration patterns in agentic coding workflows, providing structured debugging intelligence to improve repair attempts.

AGS API MCP Server

Enables AI assistants to interact with AccelByte Gaming Services APIs through semantic search, detailed API information retrieval, and authenticated API execution for game backend operations.

Sendable

Describe an app event — order_shipped, payment_failed — and Sendable writes the transactional email and sends it. Your data values are inserted verbatim, never rewritten.

sui-mcp

Read-only MCP server for Sui blockchain analytics with 44 tools covering wallets, DeFi, NFTs, token prices, transactions, fund tracing, pools, staking, Move decompilation, and MVR name resolution.

oyapicks-mcp

Provides prediction-market data as MCP tools, including live prices, keyword search, probability history, volume spikes, arbitrage gaps, and resolutions. Pay per call in USDC on Base with no API key or signup.

DocFiller

Enables generating PDFs from DOCX/ODT templates using MCP with support for OpenAI or local Ollama models.

Security Scanner MCP Server

Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

vizpilot-mcp

Access 1000+ development protocols and steering rules directly in your IDE for technologies like Django, React, and Vue.

yfin-mcp

An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimized responses for stock data, financials, options, and analyst info.

Time FastMCP Server

使用了 FastMCP 来复现官方仓库的 Time Mcp Server 功能。

agent-memory-mcp-server

Stores and retrieves key-value memories with metadata and namespaces for AI agents. Enables persistent, searchable memory across sessions using the Model Context Protocol.

GitHub Repository Creator

Enables AI applications to automatically analyze local repositories and create GitHub repositories with proper configuration, topics, and complete setup workflow.

flameox

Enables coding agents to query, compare, and audit local profiler traces, benchmarks, memory captures, and execution evidence without uploading code or data, using CLI and MCP interfaces.

Seedance 2.5 MCP Server

MCP server for generating Seedance 2.5 videos via MuAPI, enabling text-to-video, image-to-video, first/last frame, and omni reference workflows with 720p/480p resolution selection.

BioOntology MCP Server

A production-ready Model Context Protocol (MCP) server that provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.

Google Search MCP Server

Enables performing Google searches using the Custom Search Engine API with support for various parameters like date restriction, site search, and file type. Returns search results in a conversational format.

aws-s3-connector-mcp

Enables MCP clients to connect to AWS S3 buckets, list, upload, and read objects in various formats, supporting public and private buckets with multiple transport modes.

eos-mcp-server

MCP server that enables control of an ETC Eos lighting console over OSC, supporting cues, channel levels, faders, and macros, with safety guards for destructive actions.

Wedges

A remote MCP server that guides agents through taste extraction exercises to produce a portable taste profile (style guide, worldview, voice patterns, etc.), enabling agents to serve your work without flattening it.