Data Science & ML MCP Servers

Opensearch

Connects language models to an OpenSearch database for semantic memory storage and retrieval.

Postgres

Enables LLMs to inspect PostgreSQL database schemas and execute read-only queries.

DuckDuckGo Web Search

Enables web searches using DuckDuckGo and fetches/summarizes content from the results using the Jina API.

Tacitbase

Connects to Typesense collections and retrieves data using an MCP client.

Datos.gob.es

Enables querying and analyzing Spanish public datasets available on datos.gob.es directly from MCP clients.

NFTGo API

Provides HTTP requests to the NFTGo Developer API, allowing access to NFT data and analytics.

Hacking Buddy

Leverages AI to enhance security operations, particularly in Red Team and Pentesting workflows.

Data Analysis

Performs comprehensive statistical data analysis, including time series, correlation, causality, and quality checks, through a RESTful API.

VLLM

Enables text models to interact with multimodal AI models through a standardized Model Context Protocol (MCP) server.

Obsidian Second Brain

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

Mnemex

Provides AI assistants with a temporal memory system featuring human-like forgetting curves and local, human-readable data storage.

Adversarial Security Agents

Automates red team vs. blue team AI competitions to discover and patch vulnerabilities in open-source ecosystems using LLM-driven agents.

Excel

Enables AI assistants to create, read, modify, and format Excel (.xlsx) spreadsheets using Python's openpyxl library, without requiring Microsoft Excel.

Medical Agents

Deploys a production-ready template for specialized medical agents as discoverable MCP tools via the Agent Orchestration Protocol.

Shared Memory

Manages structured memory across chat sessions for project-based AI assistant work.

Rasdaman

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

Hefesto

Prevents technical debt and security vulnerabilities by performing AI-powered pre-commit code quality analysis with ML semantic capabilities across 21 languages and formats.

ComfyUI

Converts ComfyUI workflows into parameter-configurable tools for AI agents, enabling natural language-driven image and video generation.

Database

Connects AI assistants to various SQL databases including MySQL, MariaDB, PostgreSQL, and SQLite through a single, lightweight binary.

Tidbit

Captures diverse content into structured Markdown notes and LLM training-ready JSONL.