Data Science & ML MCPサーバー

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.

Claude Agent

Facilitates interaction between AI agents and Model Context Protocol (MCP) servers through structured state management.

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.

GemForge

Integrates Google's Gemini AI with MCP agents to enable codebase analysis, live search, and multi-file processing.

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.

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.

Stochastic Thinking

Empowers AI assistants with advanced stochastic algorithms and probabilistic models for sophisticated decision-making.

Lancer

Indexes Git repositories and provides intelligent hybrid semantic code search for AI agents via a self-hosted Model Context Protocol server.

Shared Memory

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

FPL Intelligence

Provides AI-powered analysis and real-time data to optimize Fantasy Premier League team management.

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.