Data Science & ML MCP Servers

Perplexity

Enables Claude to perform web searches using the Perplexity AI API and provide answers with citations.

Unsloth

Provides an MCP server for Unsloth, enabling faster LLM fine-tuning with reduced memory usage.

Perplexity Search

Enables large language models to access the Perplexity search API through the Model Context Protocol (MCP).

Yfinance

Provides up-to-date stock and cryptocurrency prices and news to Large Language Models.

Github Graphql Api

Enables AI assistants to efficiently retrieve GitHub data through GraphQL queries.

News

Retrieves and summarizes news from the web using a secure password-protected MCP server.

Devlog

Provides a persistent memory system to combat AI memory loss in large-scale coding projects.

GDB

Provides programmatic access to the GNU Debugger (GDB) through a standardized interface, enabling AI models and other clients to interact with debugging capabilities.

SlimContext

Provides AI chat history compression tools for Model Context Protocol-compatible clients.

Obsidian Second Brain

Provides intelligent read-only access to Obsidian vaults, enabling them to function as a 'second brain' for LLMs.

MariaDB Cloud Hybrid RAG-Ready Search

Unifies cloud-based semantic search with real-time web search augmentation for RAG applications.

Llamator

Automate LLM red teaming workflows by providing a production-oriented service wrapper for the Llamator framework.

Toon

Optimizes Large Language Model (LLM) prompts by converting data to the token-efficient TOON format, achieving significant token savings over JSON.

Rasdaman

Enables natural language querying and interaction with rasdaman databases by exposing its functionality as tools to Large Language Models.

Flyto Indexer

Provides deep code intelligence capabilities like impact analysis, semantic search, and dependency tracking to AI coding assistants.

EMBA

Exposes EMBA firmware analysis results as structured tools, enabling Large Language Models to query and reason about security findings.

Codeix

Provides fast semantic code search for AI agents, enabling them to find symbols, references, and callers across any codebase.

OpenEvidence

Facilitates the integration of OpenEvidence browser sessions with AI agents and human users through a Model Context Protocol server.

Flame

Control Autodesk Flame with natural language using Claude Code and the Model Context Protocol.

HAL 9000

Operates as a local, multimodal AI agent that perceives, listens, processes, converses, and executes actions on your computer.