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.

Dalle

Generates and edits images using OpenAI's DALL-E API through a Model Context Protocol (MCP) server.

KoboldCPP

Enables integration between KoboldAI's text generation and applications compatible with the Model Context Protocol (MCP).

Nostrdb

Enables Large Language Models to query local Nostr databases using the `ndb` command-line tool.

Simple Memory Extension

Extends the context window of agents by providing memory storage and retrieval capabilities.

Ai-Agent-Directory

Browse and discover open-source AI agent and MCP orchestration tools.

Mercari Japan

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

BloodHound

Analyzes and visualizes complex network relationships within Active Directory environments.

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.

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.

AntrikshGPT

Explores space through an AI-powered web application that combines cutting-edge artificial intelligence with real-time cosmic data.

AMiner

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

RegenNexus

Facilitates secure and low-latency communication between diverse devices, robots, applications, and AI agents through a Universal Agent Protocol.

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.

Vert.x

Integrates Model Context Protocol (MCP) servers into Vert.x applications, providing a high-performance, non-blocking transport layer.

OpenNote

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

OntoClaw

Compiles natural language skill definitions into validated OWL 2 ontologies for building deterministic enterprise AI agents.

Zotero AI Manager

Empower AI agents to fully manage your Zotero library through a command-line interface or Model Context Protocol server.