Browse 32,574 community-built MCP servers
A unified documentation search server for SAP technologies, offering high-performance BM25 full-text search across SAPUI5, CAP, ABAP, and real-time community/help portal integration.
Memory that learns what works.
A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.
This repository serves as a comprehensive knowledge hub, curating cutting-edge research papers and developments across 25+ specialized domains
A declarative framework and SDK for building agentic workflows that bridges MCP servers with web-based UI widgets and ChatGPT apps, featuring stage-based navigation and state management.
Kodit is an MCP server that indexes local and remote codebases using tree-sitter parsing and semantic embeddings to enable hybrid search for AI coding assistants.
A comprehensive MCP server for BrowserStack that enables AI agents to manage test cases, execute manual and automated tests on real devices, perform accessibility scans, and debug test failures using natural language.
64 tools for Korean law — statutes, precedents, ordinances, interpretations | MCP Server · CLI · npm
A comprehensive AI framework for Delphi that enables developers to build autonomous agents, manage high-precision RAG systems, and create native MCP servers with support for major LLM providers.
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more.
A bridge connecting Blender with LLMs and CSM.ai for AI-assisted 3D modeling, enabling text-to-3D asset retrieval and automated humanoid animation.
An MCP server that can execute SSH commands remotely, upload files, download files, and so on.
A comprehensive MCP server for interacting with Docker Hub, allowing LLMs to search for images, manage repository metadata, and handle container tags through natural language.
Bridges your IDE with the OpenAI Codex CLI to enable automated code analysis, structured refactoring, and AI-driven brainstorming with built-in sandbox controls.
Schema conversion and schema-driven code generation MCP server.
MCP to interact with Shopify API including order, product, customers and so on.
Memorizer is a persistent memory storage system for AI agents that uses PostgreSQL and pgvector to provide semantic search, version tracking, and knowledge graph relationship mapping.
An MCP server that enables AI assistants to manage HubSpot CRM data including contacts, companies, and conversations, featuring built-in FAISS vector storage for semantic search.
A command-line management tool for MCP servers that allows users to add, list, run, and remove servers, as well as discover and call tools across different MCP clients.
A comprehensive MCP server for interacting with the Asana API, allowing users to manage tasks, projects, workspaces, and statuses through MCP-enabled clients.
- This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more.
A lightweight Python-based MCP server that integrates the XTQuant quantitative trading platform with AI assistants, enabling automated stock market data retrieval, real-time analysis, and technical charting.
MCP Armor continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.
SmartDB is a universal database gateway for the Model Context Protocol that supports MySQL, PostgreSQL, Oracle, SQL Server, and Dameng with advanced features like SQL optimization, health diagnostics, and OAuth 2.0 security.
MCP (Model Context Protocol) Server. Enables LLMs to interact with AWS Lambda functions, providing access to private resources, AWS services, and Lambda's capabilities for data processing and external API integration.
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.
A dynamic MCP server that transforms Swagger/OpenAPI specifications into executable tools, allowing LLMs to interact with any documented API using various authentication methods.
A specialized MCP server that connects to TeslaMate PostgreSQL databases, enabling AI assistants to perform detailed analytics on Tesla vehicle data including battery health, driving efficiency, and charging history.
MCP (Model Context Protocol) Server. Combines DeepSeek's analysis with multiple response models to enhance AI conversation quality through structured two-stage reasoning.
MCP (Model Context Protocol) Server. Secures remote AI servers using Azure API Management as a gateway with Microsoft Entra ID authentication, enabling enterprise-grade access control for organizations leveraging existing Azure identity services.