All MCP Servers

A comprehensive MCP server providing a bridge to the GeoServer REST API for managing geospatial data, workspaces, layers, and styles, while enabling spatial queries and map generation.

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A high-performance C++ implementation of the Model Context Protocol (MCP) providing enterprise-grade security, multi-transport support, and cross-language bindings via a C API.

A specialized MCP server built on ableton-js that provides real-time control over Ableton Live's Arrangement View, enabling AI-driven track management, MIDI editing, and audio recording operations.

Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Minibridge acts as a secure gateway and bridge for MCP servers, providing features like TLS encryption, tool integrity validation, and policy enforcement through local Rego or remote HTTP policers.

MCP (Model Context Protocol) Server. Enables parsing and analysis of React component structures, props, and state management patterns for code review, debugging, and understanding complex React codebases

An MCP server that implements Claude Shannon's systematic problem-solving methodology, guiding users through structured stages of system analysis, mathematical modeling, and practical implementation.

A comprehensive observability MCP server for SigNoz, providing tools to query and manage metrics, traces, logs, alerts, and dashboards using natural language.

A graph-oriented MCP server that provides memory persistence and knowledge evolution for LLMs using its own Knowledge Interaction Protocol (KIP). It bridges the gap between probabilistic reasoning and deterministic knowledge through structured 'Knowledge Capsules' and memory primitives.

MCP (Model Context Protocol) Server. Provides secure remote access capabilities for executing commands, transferring files, and managing connections on remote systems via SSH.

A comprehensive MCP server providing high-level access to Solana blockchain data through extensive RPC methods, supporting both stdio and web service modes.

A tool that automatically generates and runs dynamic Model Context Protocol servers for any web application by crawling their UI to infer actions and object hierarchies.

A Model Context Protocol server for the YApi platform that enables AI assistants to search, view, create, and manage API documentation directly within development tools.

A comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with auto-snapshots and element references.

MCP (Model Context Protocol) Server. Provides direct access to Turkish university and program data through YokAtlas API integration for informed higher education application decisions.

A headless MCP server for Google Gmail that enables reading and sending emails using OAuth credentials without requiring local browser access or manual credential management.

MCP (Model Context Protocol) Server. Integrates Qdrant vector search with documentation retrieval to enable context-aware responses and semantic querying for enhanced knowledge access.

A comprehensive Figma MCP server providing full access to the Figma API, including file manipulation, comment management, component libraries, and webhooks.

MCP (Model Context Protocol) Server. Provides a containerized bridge between AI and Cisco network devices through the pyATS automation framework, enabling device configuration, troubleshooting, and monitoring tasks via SSH connections.

Official MCP Server to get your behavioral analytics data and insights from Clarity

A read-only MySQL MCP server that enables secure database exploration, schema inspection, and query execution with built-in safeguards against SQL injection and long-running queries.

MCP (Model Context Protocol) Server. Integrates with MATLAB to execute code, generate scripts from natural language, and access documentation, enabling complex mathematical operations and data analysis using MATLAB's toolsets.

MCP (Model Context Protocol) Server. Integrates local Zotero libraries, enabling natural language interactions for exploring and analyzing personal research collections.

A tool that enables AI assistants to search for academic papers by DOI, title, or keywords and download full-text PDFs from Sci-Hub.

MCP (Model Context Protocol) Server. Provides intelligent code merging capabilities through the Osmosis-Apply-1.7B model via Ollama, enabling targeted edits to existing code while preserving exact formatting and structure using '// ... existing code ...' markers with optional direct file modification.

An advanced web extraction and meta-search engine for AI agents. It features native parallel searching, Human-in-the-Loop (HITL) authentication fallback, and LLM-optimized data synthesis for deep web research.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

MCP server for Slither static analysis of Solidity smart contracts

An MCP server that enables AI assistants to manage Google Calendar through OAuth2, providing tools to list, create, edit, and delete events including support for recurring patterns.