Data Science & ML MCP Servers

Langfuse

Enables AI assistants to query LLM metrics within Langfuse workspaces.

SQL Server Agent

Enables users to query SQL Server databases using natural language and receive structured SQL responses.

Biel.ai

Connects AI tools and IDEs to your product documentation through a hosted Retrieval-Augmented Generation (RAG) layer.

Doubao Image

Generates high-quality images using the Doubao API, integrated via the Model Context Protocol (MCP) for AI assistant interaction.

Contemplation

Integrates a continuous, background cognitive processing system that enables AI models to think between conversations.

Universal Image Generator

Generates high-quality images and performs transformations using multiple AI providers such as Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian, accessible via MCP-compatible applications.

Google Search

Enables AI models to perform Google searches and analyze webpage content programmatically through an MCP server.

Japanese Text Analyzer

Analyzes Japanese text morphologically to measure linguistic characteristics and provide feedback for text generation.

Deepseek Thinking Claude

Combines DeepSeek R1's reasoning with Claude 3.5 Sonnet's response generation through OpenRouter.

Memory

Provides persistent knowledge graph-based memory capabilities for Large Language Models.

PromptStudio

Organizes, tests, and manages AI prompts with collections, dynamic variables, execution history, and Model Context Protocol (MCP) integration.

Futu

Executes trading strategies by subscribing to stock data and generating signals based on real-time updates.

Gemini

Connects LM Studio and other MCP clients to the Google Gemini API for advanced image generation and multimodal processing.

Tavily Search

Integrates the Tavily Search API to provide optimized web search capabilities for Large Language Models (LLMs).

Gladia

Enables interaction with Speech-to-Text and Audio Intelligence APIs for transcription, analysis, and translation.

Custom Database

Enables AI agents to securely execute queries against various databases without direct credential exposure.

FinMCP

Unifies financial AI applications into a comprehensive Model Context Protocol ecosystem, offering deep research, trading integrations, and specialized AI model training for financial analysis.

Vero

Provides a modern, open-source analytics stack designed for data-driven organizations.

StatCan API

Provides an MCP server to access and analyze Canadian statistical data from Statistics Canada.

MIDI Bridge

Connects LLM-driven music generation to digital audio workstations (DAWs) via a virtual MIDI device.