Data Science & ML MCP Servers

Exasol

Integrates Exasol database knowledge with Large Language Models via the Model Context Protocol.

JSON Skeleton

Generates compact, structural representations of large JSON files to facilitate understanding without the full data payload.

Usensedata China Company Query

Provides an MCP-compatible server with tools to query comprehensive Chinese company data, enabling seamless integration with large language models.

Pubmed Smithery

Enhance PubMed searches with features such as MeSH term lookup, publication count statistics, and PICO-based evidence search.

Elastic Memory

Provides AI models with persistent memory by leveraging an Elasticsearch-backed knowledge graph.

BrasilAPI

Query data from Brasil resources such as postal codes, area codes, banks, holidays, and taxes through a unified interface.

MySQL

Enables AI assistants to securely manage MySQL databases by executing queries, inspecting schemas, and handling connections via the Model Context Protocol.

PyResToolbox

Integrates industry-standard reservoir engineering calculations with AI assistants like Claude via the Model Context Protocol.

Fredapi

Integrates the Federal Reserve Economic Data (FRED) API with the Model Context Protocol (MCP).

Deep Reasoning

Provides deep reasoning capabilities to Model Context Protocol (MCP) clients using the deepseek-r1 model.

Daizo

Provides AI assistants with direct access to Buddhist text databases for high-performance text search and retrieval.

GLM Vision

Integrates GLM-4.5V from Z.AI with Claude Code to provide advanced image analysis capabilities.

Createve.AI Nexus

Bridges AI agents with enterprise systems using the Model Context Protocol (MCP) and provides an API for ComfyUI-node compatible LLM and agent use.

Code Analysis

Provides advanced code analysis and semantic search capabilities for large codebases, facilitating automatic refactoring and domain understanding.

Mousetail

Facilitates a simple and stable connection between Anki and large language models.

Figma

Converts Figma designs into a pseudo-code like structure, optimized for AI comprehension, and fetches design element images.

Grants Search

Find government grants based on keywords using the Simpler Grants API.

ZenMemory

Implements a full Model Context Protocol (MCP) server with Solana on-chain memory context capabilities.

CoinGecko

Provides a Node.js Express server for accessing cryptocurrency market data from the CoinGecko API, supporting both free and Pro versions with automatic fallback.

Tongyi Wanxiang

Enables large language models to generate images and videos by interfacing with Alibaba's Tongyi Wanxiang AI API through the Model Context Protocol.