Discover Awesome MCP Servers

MCP Character Counter

Provides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.

Claude Context Local

Provides semantic code search capabilities that run 100% locally using EmbeddingGemma embeddings. Enables finding code by meaning across 15 file extensions and 9+ programming languages without API costs or sending code to the cloud.

Memory Bank Server

Provides a centralized MCP-based system for managing and accessing multi-project memory banks remotely, with features like project isolation, file structure validation, and type-safe operations.

Discord MCP Server

Enables sending messages to Discord channels directly from Cursor IDE using Discord webhooks. Provides a TypeScript-based integration for posting messages to configured Discord channels.

MySQL MCP Server

Enables interaction with MySQL databases through the Model Context Protocol, allowing users to execute queries, manage records, and inspect table schemas.

Demaciains MCP Server

Provides 19 AI-powered business intelligence tools for tasks such as SEO audits, company enrichment, and market analysis. These services are accessible through a pay-per-use model utilizing the x402 protocol on the Base network.

CVE MCP Server

This MCP server transforms Claude into a comprehensive security analyst by providing access to 27 security tools across 21 APIs for vulnerability intelligence. It enables users to query multiple sources like NVD, EPSS, CISA KEV, and threat intelligence platforms in parallel to get correlated security insights and risk assessments for CVEs.

Eyevinn Open Source Cloud MCP Server

MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions based on open web services. Web services based on open source where the creator gets a share of the revenue the platform generates.

Xiaohongshu (Little Red Book) MCP Server

A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.

AEM MCP Server

A comprehensive Model Context Protocol server for Adobe Experience Manager that provides 35+ REST/JSON-RPC API methods for complete content, component, asset, and template management. Enables AI-powered AEM automation through natural language interfaces with support for page operations, component CRUD, asset management, and publishing workflows.

HoudiniMCP

Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, simulation setup, and rendering through natural language commands.

MCP File Reader

A local AI-powered file reader that connects a Python MCP server with Ollama's Mistral model for offline file summarization. It provides secure file discovery and reading capabilities without requiring API keys or cloud services.

time-complexity-mcp

An MCP server for static Big-O time complexity analysis using tree-sitter AST parsing. Supports JavaScript, TypeScript, Python, Java, Kotlin, and Dart.

MasterGo Magic MCP

Connects AI models with MasterGo design tools to retrieve and process DSL data from design files, enabling AI-powered design analysis and manipulation.

MCP Tools Documentation

Facilitates real-time tool discovery and documentation retrieval for command-line tools within a VSCode extension, using Express and SSE for secure and dynamic content streaming.

air-blackbox-mcp

EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 MCP tools including prompt injection detection, risk classification, and fix code generation.

xAI MCP Server

Integrates xAI's Grok APIs into Claude Code to enable image and video generation, real-time web searches, and multi-modal image analysis. It provides a suite of tools for interacting with Grok models directly through natural language prompts during a Claude session.

File Search MCP

A specialized Model Context Protocol (MCP) server for full-text search within a filesystem.

Countries MCP Server

An MCP server that provides country-related data from the REST Countries API, allowing users to query information about countries through natural language.

WebforAI Text Extractor

Extracts clean, structured Markdown text from web pages using WebforAI, making web content easily accessible for AI model consumption through the Model Context Protocol.

notebookLM2PPT

Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoint presentations with automatic watermark removal and vector graphics preservation. It provides automated tools for slide conversion, metadata management, and document processing via the Model Context Protocol.

Enhanced MCP Server

A comprehensive MCP server with dual interfaces (stdio and web dashboard) that provides developer tools for Git operations and code search, system operations for command execution and monitoring, and data processing capabilities.

Earch MCP

Enables web search and local business data retrieval through the Brave Search API. Provides tools for web search, local points of interest, and rich search results with customizable parameters.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

Customized MCP Server

A server that integrates the MCP library with OpenAI's API, allowing users to interact with various tools, such as the weather tool, through natural language queries.

GitHub Stars MCP Server

A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

Documentation Fetcher & RAG Search

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.