Browse All MCP Servers

Code Summarizer

Summarizes code files within a directory using Gemini Flash 2.0, and offers an MCP server for LLM tool integration.

PowerPoint

Automate the creation, editing, and management of PowerPoint presentations directly from code, ideal for integration with AI agents.

Resend

Provides a Model Context Protocol (MCP) server implementation for sending emails using the Resend email service.

Jira DevFlow

Integrates Jira with AI to semantically understand agile workflows, delivering intelligent insights and automation for enhanced project management.

Unreal Remote Execution

Enables interaction with Unreal Engine instances through remote Python code execution.

Crawl4Claude

Scrape and organize documentation from any website into a structured database, then integrate it with Claude Desktop for seamless AI-powered assistance.

Imgmcp

Aggregates diverse multimedia AI models, offering a unified API and control protocol for streamlined access and utilization.

Context Engine

Performs comprehensive project analysis through real code parsing, AST-level component extraction, and intelligent context generation for AI coding assistants.

Gcore

Enables large language model assistants to interact with the Gcore Cloud API.

DenoKV

Enables Deno KV as an MCP server, allowing Claude Desktop to interact with it.

Computer Use

Enables control of virtual computer environments through the Model Context Protocol (MCP).

Docx

Manipulates DOCX files, including creating and editing them.

CyberEdu

Provides an official Model Context Protocol (MCP) interface for the CyberEdu CTF platform, enabling automated interaction with its cybersecurity training and contest features.

Gex

Facilitates testing and refining regex patterns against defined test cases with the assistance of Large Language Models.

TAK Server

Integrates TAK Server with AI systems to provide geospatial-aware deep research and analysis capabilities.

DDD Template

Provides a foundational template for building Model Context Protocol (MCP) servers using a Domain-Driven Design (DDD) architecture, featuring sample Bitcoin information APIs.

Swift Patterns

Provides curated Swift and SwiftUI best practices from leading iOS developers via an intelligent MCP server, offering dynamic tooling for enhanced AI-powered workflows.

RLM Memory

Empowers AI agents with persistent memory, semantic file discovery, and comprehensive codebase context via a Model Context Protocol server.

Bitcoin

Empower AI assistants with real-time Bitcoin data, blockchain analysis, and market intelligence via the Model Context Protocol.

RDFPortal

Manages the backend services and RDF data for the RDF Portal, enabling efficient knowledge graph operations.

Shopify

Connects clients like Claude to Shopify store data via a Model Context Protocol (MCP) server.

Agent MD

Manages project-specific AGENTS.md files and structured progress tasks through a Streamable HTTP endpoint.

Zotero Dev

Empower AI assistants with comprehensive tools for Zotero plugin development, including UI inspection, JavaScript execution, and debugging.

LCBro

Orchestrates browser automation tasks with Playwright and Chrome DevTools Protocol, incorporating intelligent preprocessing and LLM-driven data cleaning.

Excel Reader

Facilitates reading data from Microsoft Excel files via a Model Context Protocol (MCP) server.

Jena Connector

Connects AI agents to Apache Jena for SPARQL query execution and RDF data manipulation.

SourceSage

Visualizes project directory structures as markdown, automatically documenting file contents.

Nexus

Facilitates AI-driven analysis of Windows crash dumps by providing structured access to Microsoft debugging tools through the Model Context Protocol.

Pinboard Bookmarks

Provides Large Language Models with read-only access to Pinboard.in bookmarks for search, filtering, and retrieval.

Dev Advisor

Provides intelligent analysis for code modernization, browser compatibility, and real-time MDN documentation queries for JavaScript/TypeScript projects.