Data Science & ML MCP Servers

Memory Box

Enables saving, searching, and formatting memories with semantic understanding directly from Cline and Claude Desktop using a Memory Box instance.

Apple Notes

Enables semantic search and Retrieval Augmented Generation (RAG) over Apple Notes using AI assistants like Claude.

Data Extractor

Extracts embedded data and SVG components from TypeScript/JavaScript source code into structured JSON and SVG files.

Demcp Debank

Retrieves blockchain and DeFi data from the DeBank API using a stateless Model Context Protocol (MCP) server.

Repo Stargazer

Enhances the management and exploration of GitHub starred repositories through semantic search and AI agents.

Exasol

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

SchemaCrawler AI

Enables AI agents to interactively interrogate database schema metadata.

Claude Agents Power

Analyzes projects to recommend and install specialized professional roles, enhancing AI agent capabilities for development teams.

Data Commons

Provides an HTTP API endpoint for a Model Context Protocol (MCP) server, enabling access to data from diverse open-access publishers using an LLM and search API.

EVE Online OSINT

Provides comprehensive Open Source Intelligence (OSINT) capabilities for EVE Online characters, corporations, and alliances by integrating data from ESI, EveWho, and zKillboard APIs.

AMiner

Facilitates powerful academic paper search and analysis through the AMiner API within a Model Context Protocol server.

MCP of MCPs

Aggregates multiple MCP servers to streamline AI agent code execution, significantly reducing token usage, improving speed, and preventing hallucinations.

Flask Plus

Builds Model Context Protocol (MCP) servers using Flask to expose type-safe tools, resources, and prompts with automatic JSON schema generation and streaming.

Preloop

Automates event-driven workflows with AI agents, incorporating human approval for sensitive operations across integrated tools.

jQAssistant Graph RAG

Transforms jQAssistant-generated Neo4j graphs into semantically rich, AI-ready knowledge graphs for Java/Kotlin source code analysis.

OpenNote

Organize personal knowledge with a self-hosted notebook application featuring AI-powered semantic search and multi-user support.

Agoragentic Integrations

Provides drop-in integrations, tools, and an MCP server to connect various AI agent frameworks with the Agoragentic agent-to-agent marketplace.

Exa Pool

Provides a lightweight Model Context Protocol (MCP) server that encapsulates Exa Pool API functionalities as callable tools for AI assistants.

Shopify Partner Agent

Empowers AI agents like Claude to analyze Shopify Partner API data, offering deep insights into app performance, merchant health, and revenue metrics.

WinScript

Provides a Windows-native automation API enabling AI agents with system-level desktop control akin to AppleScript on macOS.