Data Science & ML MCP Servers

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.

N8n MCP Client

Enables n8n workflows to interact with Model Context Protocol (MCP) servers.

VLLM Benchmark

Benchmarks vLLM endpoints interactively through MCP, enabling performance evaluation of large language models.

Tacitbase

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

AgentMode

Connects coding AI to databases, data warehouses, data pipelines, and cloud services through the Model Context Protocol.

News

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

Clip

Enables high-performance, lock-free clipboard access for AI assistants, specifically bridging Windows clipboard content to WSL2 environments.

MoziChem Hub

Provides a modular Python toolkit for creating Model Context Protocol (MCP) modules specifically designed for chemical engineering and chemistry workflows.

GW150914 Signal Search

Optimizes gravitational wave signal detection using AI and the Model Context Protocol.

Qwen-Omni

Integrates Alibaba Cloud's Qwen-Omni multimodal AI capabilities into AI assistants, enabling image understanding, audio recognition, and speech synthesis.

Obsidian Second Brain

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

OpenRouter Image

Empowers AI agents with advanced image analysis capabilities using OpenRouter's vision models to interpret visual content from screenshots, UI designs, and documents.

RSS

Manages RSS feeds with advanced search, AI-powered semantic search, and a comprehensive reading workflow.

Colombia

Provides comprehensive geographic, tourist, historical, and cultural information about Colombia through a structured set of tools.

Shared Memory

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

Jilebi

Extends AI assistants with custom tools, resources, and prompts through a modular plugin architecture.

Toon

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

EMBA

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