Data Science & ML MCP Servers

TfNSW Realtime Alerts

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

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.

ElevenLabs Enhanced

Provides an enhanced Model Context Protocol (MCP) server for interacting with ElevenLabs' text-to-speech and audio processing APIs, specifically designed for conversational AI agents.

Log Analyzer

Analyzes log files from the Chuanyu Cloud Defense Platform, designed for integration with AI large models.

GeneOntology

Provides AI systems with robust access to Gene Ontology (GO) data for ontology-based analysis, gene annotation research, and functional enrichment studies.

Code Analysis

Provides advanced code analysis and semantic search capabilities for large codebases, facilitating automatic refactoring and domain understanding.

Document Reader

Reads various document formats including Word, PDF, and Excel, providing advanced capabilities for image extraction, structural analysis, and link validation.

Image Description

Enables AI assistants to analyze images using xAI's Grok vision API, supporting web URLs and local files with integrated OCR capabilities.

Mem0

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

ThinkMem

Manages AI memory for Large Language Models, enabling them to better organize and utilize information through various storage types and communication protocols.

Blender AI

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

Preloop

Automates event-driven workflows with AI agents, incorporating human approval for sensitive operations across integrated tools.

PubMed Search

Provides AI agents with a professional, multi-source server for biomedical literature research and advanced analysis.

VMA-nomaly

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

Akashic Context

Provides persistent memory and intelligent context management for AI agents, enabling long-term recall across sessions.