Data Science & ML MCP Servers

Vibe Math

Provides a high-performance Model Context Protocol server enabling large language models with comprehensive mathematical capabilities.

Ano Raw PH

Empowers AI models to interact with database entities through a modern API framework leveraging NestJS and Model Context Protocol.

Error Relay

Relays detailed error logs from other MCP servers to LLMs, enabling more intelligent error recovery and reducing token waste.

YaCy

Integrates YaCy web search capabilities into AI applications via the Model Context Protocol.

Custom Mem0

Manages persistent memories for AI agents and applications, supporting user personalization through the Model Context Protocol.

Spice

Provides AI agents with direct access to Dune Analytics data, enabling query execution, schema discovery, and saved query management.

Model Context Server

Provides a production-ready Model Context Protocol server with robust authentication and encryption capabilities.

Somnia

Facilitates seamless interaction with blockchain data, providing tools for building AI agents and explorers.

Stock Analysis

Empowers AI assistants with fundamental stock technical analysis capabilities, including moving averages, RSI, and trade recommendations.

Lancedb

Provides a server for managing LanceDB databases.

Amazon Bedrock

Generates high-quality images from text prompts using Amazon Bedrock's Nova Canvas model.

Marginalia

Accesses the Marginalia Search engine, focusing on independent and non-commercial web content.

Stability AI

Integrates Stability AI's Stable Diffusion image manipulation functionalities into MCP clients like Claude, enabling image generation, editing, and upscaling.

Lightdash

Provides a Model Context Protocol (MCP) server for accessing Lightdash's API, enabling AI assistants to interact with Lightdash data.

LangChain

Provides real-time access to LangChain documentation, API references, and code examples through dual server modes.

Microsoft Excel by CData

Enables connection to Microsoft Excel data from Claude Desktop using CData JDBC Drivers.

Doomdagadiggiedahdah

Programmatically retrieve cryptographic research papers from the IACR Cryptology ePrint Archive.

Tavily Search

Integrates the Tavily Search API to provide web search capabilities optimized for LLMs.

AiDD

Provides a comprehensive set of tools for AI-driven software development workflows, including file operations, code analysis, Git integration, code execution, and system information retrieval.

Iaptic

Enables Claude or other AIs to interact with Iaptic data for insights into customers, purchases, and transactions.