Discover Awesome MCP Servers

Xray MCP Server

Enables vulnerability scanning of web applications using the xray security scanner. Provides URL scanning capabilities with configurable crawlers, plugins, and POCs to detect security vulnerabilities through natural language interactions.

Sovereign Universal Memory MCP

Provides a persistent, vendor-neutral memory layer that allows AI tools and agents to share context and knowledge across different platforms while maintaining local data ownership. It enables users to store, recall, and manage structured memories through hybrid semantic search and automated context assembly.

BV-BRC MCP Server

Enables querying and retrieving bacterial and viral genomic data, features, antimicrobial resistance, and epitopes from the BV-BRC API using natural language.

FastMCP Calculator Server

A Model Context Protocol server providing calculator tools (add, subtract, multiply, divide, etc.) with optional JWT or Google OAuth authentication.

ts-refactor-mcp

An MCP server that enables AI agents to move TypeScript files and directories while automatically updating all affected imports using a persistent tsserver instance. This ensures atomic, error-free refactoring that maintains project integrity without manual intervention or wasted tokens.

Agentpool

A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes.An agent hits an error, calls ask_pool for ranked prior fixes; solves something new, calls post_solution. Semantic search + write-time content shield. Free, Apache-2.0.

task-manager-mcp

Enables AI assistants to manage tasks across multiple projects with structured Markdown files, supporting creation, updates, completion, and organization with metadata and dependencies.

Clipboard MCP Server

Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.

Google Analytics 4 Admin MCP

Manages Google Analytics 4 accounts, properties, annotations, audiences, and custom dimensions through the MCP protocol.

Cryptocurrency MCP Server

Python-based MCP server that provides real-time and historical cryptocurrency data from 100+ exchanges via CCXT, with tools for tickers, OHLCV, markets, and order books.

Streamable HTTP MCP Server

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

dfns-mcp

Provides AI agents with access to DFNS documentation, API reference, and SDK code through full-text search and type intelligence.

YTPipe

Transforms YouTube videos into LLM-ready knowledge bases through transcription, semantic chunking, and vector embedding services. It provides 12 specialized MCP tools for video processing, semantic search, and SEO intelligence analysis.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

@blueprintaix/blueprint-mcp

Enables AI assistants to discover, evaluate, and execute DeFi yield strategies across EVM and Solana chains through natural conversation, with transactions signed locally.

mcp-shoten-url

Enables creation of shortened URLs using the x.gd URL shortening service through its API.

Linear Issues MCP Server

An MCP server providing read-only access to Linear issues for language models, allowing them to fetch issue details and comments using a Linear API token.

ASG Card

Virtual MasterCards for AI agents. Issue and manage cards via MCP.

VayuChat MCP

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

gtwmcp

Aggregates multiple MCP servers behind a single stdio interface, supporting stdio-based and HTTP SSE-based upstreams with OAuth.

mc-mcp-server

🚧 java mcp server for minecraft

MCP Memory Server

An MCP server that gives Claude persistent memory by storing conversation context, entities, and enabling semantic search across sessions.

Worksona MCP Server

Integrates 100+ specialized AI agents with Claude Desktop, providing automated agent discovery, multi-agent coordination, and ready-to-use task templates for complex development and business workflows. Enables users to leverage enterprise-level AI capabilities through actionable resources and intelligent agent matching.

Repsona MCP Server

Enables integration with Repsona project management platform, allowing users to manage tasks, projects, notes, files, and inbox through natural language interactions with the Repsona API.

superFetch MCP Server

An MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.

gemini-cli-mcp-server

A MCP server wrapper for Google's Gemini CLI that enables AI assistants to perform searches, have conversations, list sessions, and analyze files using Gemini's capabilities.

mlctl

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

Astro Docs MCP Server

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.

MCP Calculator Server

A minimal Model Context Protocol server that provides basic arithmetic tools and a comprehensive meeting analysis prompt template for processing transcripts. It serves as a clean example for developers to learn how to build, test, and integrate MCP servers with Claude Desktop.

@vocea.app/mcp-server

Enables AI agents to generate speech, transcribe audio, and manage voices via the Vocea API.