Data Science & ML MCP Servers

TfNSW Realtime Alerts

Enables AI assistants to access and interact with real-time transport alerts from Transport for NSW.

Baidu Search

Enables AI assistants to perform intelligent searches using the Baidu Wenxin API.

Google Analytics Data API

Interfaces with the Google Analytics Data API using a Model Context Protocol (MCP) server.

Deepseek Qgis

Connects QGIS to Claude AI, enabling prompt-assisted project creation, layer manipulation, and code execution through the Model Context Protocol (MCP).

Uniswap PoolSpy

Tracks newly created liquidity pools on Uniswap across nine blockchain networks in real-time.

SQLite

Enables AI models to interact with SQLite databases by executing SQL queries and managing schemas.

Server Diff Python

Generates text differences between two strings using Python's `difflib` in Unified diff format.

Memory

Enables long-term memory storage for LLM conversations using Redis Graph as a backend.

Xgmem

Manages project-specific and knowledge graph-based memory for LLMs and agents.

Cursor History

Enables searching of vectorized Cursor IDE chat history using LanceDB and Ollama through an API service.

YouTube Transcribe

Fetches or generates YouTube video transcripts using AI, prioritizing official transcripts and falling back to local Whisper transcription.

Doubao Seedream 4.0

Generates AI images using the Doubao Seedream 4.0 model, seamlessly integrating with Claude Code via Model Context Protocol.

Mem0

Provides intelligent, persistent memory for AI assistants like Claude Code via a self-hosted Model Context Protocol (MCP) server.

Knowledge

Enables AI assistants to leverage local knowledge through semantic search over multi-format documents, supported by vector storage and OCR.

Blender AI

Enables large language models to reliably control Blender for 3D modeling tasks.

ComfyUI

Enables AI assistants to interact with ComfyUI for generating images, video, audio, and 3D content.

VMA-nomaly

Provides a Model Context Protocol server for VictoriaMetrics Anomaly Detection, enabling AI assistants to interact with its REST API.

Agoragentic Integrations

Provides drop-in integrations, tools, and an MCP server to connect various AI agent frameworks with the Agoragentic agent-to-agent marketplace.

Memory Gateway

Establishes a universal context and memory layer for AI agents, preventing repeat mistakes by capturing feedback, generating prevention rules, and injecting relevant historical context.

Architect Cert

Prepares users for the Claude Certified Architect exam with 390 questions, spaced repetition, and zero sycophancy.