All MCP Servers

A specialized MCP server that integrates OpenAI's gpt-image-1 model to generate and edit images directly through text prompts and file-based workflows.

A comprehensive MCP server for Ansible that provides extensive automation, inventory management, security auditing, and intelligent system diagnostics. It enables seamless execution of playbooks, role scaffolding, and advanced troubleshooting tasks like auto-healing and performance benchmarking.

BioContextAI Knowledgebase MCP server for biomedical agentic AI

A tool-set for interacting with Grafana Loki, allowing users to execute LogQL queries, manage labels, and format log data directly within MCP-compatible environments.

A comprehensive directory and collection of over 70 Model Context Protocol (MCP) servers focused on cryptocurrency, blockchain data, and Web3 services including DeFi, DEX trading, and on-chain analysis.

A tool for searching and accessing U.S. government datasets from Data.gov, enabling direct retrieval of package details, groups, and tags.

This MCP server integrates the QA Sphere test management system with LLMs, enabling developers to discover, summarize, and interact with test cases directly within AI-powered development environments.

A comprehensive Kanboard MCP server that provides deep integration with projects, tasks, comments, users, and swimlanes. It supports advanced features like metadata management, automatic actions, and time tracking through the Kanboard JSON-RPC API.

An unofficial MCP server for Relace.ai that provides high-speed automated code editing and agent-based codebase exploration using natural language.

MCP (Model Context Protocol) Server. Enables Excel file interaction with capabilities for retrieving cell values, searching ranges, examining formatting and formulas, and listing worksheet information for data analysis workflows.

Official MCP server for Paper's trading platform - enables AI assistants to interact with Paper's API

VS Code extension that exposes diagnostic problems via Model Context Protocol (MCP) for AI agents and tools

A comprehensive MCP server that integrates with the Spotify Web API to provide extensive music catalog search, artist insights, audiobook access, and playlist management capabilities.

Integrates Splunk Enterprise/Cloud with AI agents to provide search execution, automated troubleshooting workflows, health monitoring, and data discovery through the Model Context Protocol.

Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.

MCP (Model Context Protocol) Server. Enables AI models to interact with MySQL databases through a structured interface.

An MCP server that implements a structured cognitive framework based on the Lotus Sutra, enabling multi-faceted problem-solving through analytical and intuitive wisdom domains.

This MCP server enables LLMs to interact with the Stellar blockchain to create accounts, check address balances, analyze transactions, view transaction history, mint new assets, interact with smart contracts and much more.

MCP (Model Context Protocol) Server. Enables secure, controlled data exploration by providing tools to list tables, read data, and execute SQL queries through a Trino database with robust environment-based configuration and error handling.

An MCP server that enables real-time MIDI music composition and playback via natural language, supporting multi-track arrangements, 128 General MIDI instruments, and routing to software or hardware synthesizers.

Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas.

A comprehensive MCP server that integrates AI models with Obsidian vaults, offering 25 tools for advanced note management, AI content analysis, and knowledge graph generation.

A robust email management server that uses the Nylas v3 API to allow LLMs to filter, search, batch-process, and compose emails across Gmail, Outlook, and IMAP services.

MCP (Model Context Protocol) Server. Integrates with decentralized exchanges across multiple blockchains to provide real-time crypto market data, focusing on Solana memecoin markets.

Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.

MCP (Model Context Protocol) Server. Provides a simple sleep/wait tool for introducing timed delays between operations, enabling scenarios like API call spacing and time-dependent process simulation.

A Model Context Protocol server that integrates with the Vale prose linting tool to check installation status, sync style configurations, and analyze documents for style violations.

A comprehensive MCP server that bridges AI agents with Adobe Premiere Pro, providing deep integration for project management, automated timeline editing, media organization, and effects application using Adobe's scripting APIs.

MCP (Model Context Protocol) Server. Fetches, parses, and stores RSS feeds in a SQLite database, enabling seamless news and article retrieval for language models through filtering, searching, and Firecrawl-powered article access.

MCP (Model Context Protocol) Server. Enables Cursor users to provide additional input during AI generation through interactive dialog boxes, creating a more dynamic experience without interrupting the workflow.