Data Science & ML MCP Servers

Geo Location

Retrieves user geolocation information for integration with large language models through the Model Context Protocol (MCP).

Think Tool

Enables LLMs to improve reasoning by providing a 'think' tool that allows for iterative thought processing and scratchpad functionality.

Office 365 by CData

Enables querying of live Office 365 data from LLMs like Claude Desktop using a Model Context Protocol (MCP) interface.

Moatless

Enables AI assistants to perform complex code operations, advanced code analysis, and semantic search through a standardized Model Context Protocol interface.

MCpeg

Bridges Model Context Protocol (MCP) compliant clients with diverse backend services through a high-performance gateway.

Apollo Blockchain Explorer

Leverage specialized Pydantic AI agents to query blockchain data, analyze accounts, and monitor transaction statuses through a natural language interface.

Slideia

Automates the generation of presentation slide decks and content from scratch using artificial intelligence.

Image Analyzer

Integrate powerful image analysis capabilities into MCP-enabled applications, leveraging local Ollama models for privacy-focused processing without API keys.

Execution System

Empowers users to manage actions, projects, and goals through natural language commands within an AI conversation, eliminating context-switching.

DAG

Provides intelligent, version-aware access to library documentation and APIs to reduce AI code hallucinations.

Xiaobenyang Tools

Encapsulates a suite of news-related tools for models to access via standardized interfaces.

Postgres

Manages PostgreSQL database tasks through a Model Context Protocol server.

Artifact

Facilitates AI agents in generating and editing various document types—such as Word, Excel, PowerPoint, PDF, and more—via a declarative Document Definition Schema.

Local Infrastructure Auditor

Empowers AI agents to run industry-standard auditing tools directly on your local machine for proactive code security and compliance.

Google Vision

Integrate advanced optical character recognition (OCR) capabilities into large language models by leveraging the Google Cloud Vision API.

LightRAG

Integrates LightRAG capabilities with AI tools via a unified MCP protocol interface.

AgentAudit

Scans AI packages, MCP servers, and agent skills for security vulnerabilities, prompt injection, and supply chain attacks.

Japan Data

Accesses Japanese public data, including statistics, corporate information, real estate, and invoice details, converting it into human-readable formats for AI analysis.

Brain Icon Visual

Empowers AI agents with visual tools to search, retrieve, compare, and render SVG icons.

Root

Transforms scattered notes and documents into a searchable personal knowledge graph through entity extraction, GraphRAG, and Multi-source Intelligence Platform (MCP) integration.