Data Science & ML MCP Servers

Ctgov

Enables analysis of clinical trial data from the AACT database, tracking development trends, and generating analysis memos.

Tavily

Integrates Tavily API to provide advanced search and content extraction capabilities via the Model Context Protocol.

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.

Mercari Japan

Retrieves real-time product and price data from Mercari Japan for LLM analysis.

MarineTraffic

Provides access to real-time and historical vessel tracking data from MarineTraffic.

Repo Stargazer

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

AppSignal

Provides AI agents with programmatic access to AppSignal's monitoring data, metrics, and developer tools.

GitLab API

Provides a Pythonic wrapper for the GitLab API and functions as an MCP Server for agentic AI to manage GitLab resources.

AMiner

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

NSE BSE

Provides a Model Context Protocol server for real-time and historical data from NSE and BSE India stock market APIs via Streamable HTTP.

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.

Robinhood

Provides AI assistants with read-only access to Robinhood portfolio data for in-depth financial analysis and research.

OpenNote

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

PubMed Search

Provides AI agents with a professional, multi-source server for biomedical literature research and advanced analysis.

Agoragentic Integrations

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

Octobrain

Provides a standalone memory management system for AI context and conversation state.

YantrikDB

Provides cognitive memory for AI agents, enabling automatic context recall, decision remembering, and contradiction detection.