All MCP Servers

A semantic code search engine that provides AI agents with structural context across 166+ languages using hybrid search and AST-aware chunking.

A persistent memory and safety layer for Claude Code that prevents death spirals and context loss using local LLM analysis via Ollama. It tracks task state, mistakes, and project conventions to ensure high-quality, scoped code modifications.

A specialized MCP server that provides semantic search capabilities for Fuel Network documentation and Sway Language resources using a local vector database.

A comprehensive MCP server for Migadu email hosting, enabling AI assistants to manage mailboxes, aliases, identities, and rewrite rules through specialized tools and resource endpoints.

A standardized interface for AI agents to search and retrieve community-verified technical content, questions, and answers directly from Stack Overflow.

A comprehensive MCP server providing programmatic access to the Eagle media asset management app, enabling tools for library management, folder organization, and asset import/export.

MCP (Model Context Protocol) Server. Enables breaking down complex tasks into manageable steps with queue-based planning and execution, maintaining context across conversations through structured task tracking and visual progress monitoring.

A comprehensive MCP server for Todoist that enables advanced task and project management, featuring support for natural language dates, recurring tasks, bulk operations, and location-based reminders.

Renders web pages into structured, agent-readable representations using headless Chromium.

MCP (Model Context Protocol) Server. Enables AI to create, manage, and execute n8n workflows using natural language commands for automating complex business processes without requiring technical knowledge of n8n's internal APIs.

SHAFT MCP is a web automation and testing server that integrates the Selenium-based SHAFT Engine with Claude, enabling AI-powered browser control, data extraction, and element interaction via natural language.

A specialized MCP server that provides access to over 35 million PubMed articles, offering advanced biological literature search, MeSH term integration, and research analytics.

A Model Context Protocol server that bridges the Gemini CLI's web search tool functionality to MCP-compatible clients. It enables LLMs to perform live web searches using Google's search capabilities via a local CLI integration.

The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.

MCP (Model Context Protocol) Server. Enables Claude to execute terminal commands and edit files on your local machine through a secure, diff-based approach with command blacklisting and path validation.

MCP (Model Context Protocol) Server. Provides voice transcription capabilities by processing audio files with the FunAudioLLM/SenseVoiceSmall model, returning text with confidence scores for AI workflows.

A comprehensive MCP server for iOS development that enables project management, building, testing, archiving, and device/simulator control via Xcode and Swift command-line tools.

A Model Context Protocol server that exposes Dify Workflows as tools, allowing AI models to trigger structured automation and multi-workflow processes with dynamic parameter handling.

Context Engineering is a MCP server that gives AI agents perfect understanding of your codebase. Eliminates context loss, reduces token usage, and generates comprehensive feature plans in minutes. Compatible with Cursor, Claude Code, and VS Code.

MCP (Model Context Protocol) Server. Feishu/Lark messaging platform integration.

A specialized MCP server that bridges AI assistants with SIEMENS WinCC Unified SCADA systems via GraphQL, enabling real-time monitoring, historical data querying, and alarm management.

An MCP server that enables AI assistants to interact with Microsoft Outlook and SharePoint via the Microsoft Graph API, providing email, calendar, and document processing capabilities.

An academic research tool that enables users to search across nine major paper sources, rank results with AI-driven criteria, and automate paper notifications to multiple platforms. It streamlines literature management through integrated support for Zotero, Obsidian, and personal library website generation.

MCP (Model Context Protocol) Server. Integrates with Transport for NSW's Realtime Alerts API to retrieve, filter, and summarize up-to-date public transport disruptions and alerts across the NSW network.

Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files.

A specialized documentation MCP server that provides AI tools with intelligent, vector-based semantic search and direct access to Appwrite's technical documentation and API references.

An unofficial MCP server for the Dub.co API that enables AI assistants to create, update, and delete short links with support for custom domains and slugs.

A comprehensive Model Context Protocol server providing AI agents with real-time web search, AI answers, and content extraction capabilities powered by You.com APIs.

MCP (Model Context Protocol) Server. Integrates with cryptocurrency exchanges through CCXT library to provide market data analysis and execute trading operations across spot, futures, and options markets without context switching.

A Python-based MCP server that utilizes the standard difflib library to generate unified diffs for efficient text comparison and version control tasks.