Data Science & ML MCP Servers

Semantic Scholar

Enables searching for research papers using the Semantic Scholar API within an MCP environment.

Chess

Enables playing chess against an AI opponent powered by a language model.

AWS EC2 Pricing

Query real-time AWS EC2 pricing data to find the cheapest instances based on CPU, RAM, and other specifications.

KnowledgeGraph

Enables persistent knowledge storage for Claude through a knowledge graph with multiple storage backends.

PDB

Provides access to the Protein Data Bank (PDB) for information about 3D structures of proteins, nucleic acids, and complex assemblies.

Hugging Face Hub Semantic Search

Provides AI-powered semantic search and discovery capabilities for Hugging Face models and datasets via a Model Context Protocol server.

AIM Guard

Provides AI-powered security analysis and safety instructions to protect AI agents during Model Context Protocol (MCP) interactions.

Clangaroo

Provides fast C++ code intelligence to large language models and coding agents via the Model Context Protocol.

Stadia Maps

Enables AI assistants to access Stadia Maps APIs for comprehensive location services, geocoding, routing, and mapping capabilities.

Fakturoid

Enables AI models to interact with Fakturoid accounting and invoicing data through a rich set of tools, resources, and guided workflows.

SSH Orchestrator

Provides secure, policy-driven SSH access for AI agents to manage server fleets.

Whoop

Connects WHOOP fitness data to Claude Desktop, enabling natural language queries and insights into personal health metrics.

Predictive Maintenance

Integrates Large Language Models with industrial predictive maintenance and fault diagnosis workflows.

Pwndbg

Endow AI agents with the capability to debug ELF binaries, particularly for CTF pwn challenges.

Codesurface

Indexes codebase public APIs to provide AI agents with instant, token-efficient lookups across C#, Go, Java, Python, and TypeScript.

Engram

Organizes and manages persistent memory for AI agents along time and space dimensions, enabling intelligent recall and context management.

TeXFlow

Enables AI agents to author and compile LaTeX documents via a structured in-memory model, abstracting away complex LaTeX mechanics.

Godot

Integrates Large Language Models (LLMs) with the Godot Engine, enabling AI assistants to read, write, and manipulate Godot project files and interact with the live editor.

Kol Claw

Integrates KOL campaign intelligence into AI models to automate creator evaluation, pricing, and outreach.

WeLink

Analyzes local WeChat chat data to reveal insights into relationships, communication patterns, and emotional trends.