Data Science & ML MCP Servers

Code Analysis

Enables AI assistants to analyze codebases, calculate code quality metrics, and extract documentation via a Neo4j graph database.

Gemini

Integrates Google's Gemini Pro model with the Model Context Protocol for use in applications like Claude Desktop.

Chain Of Draft

Implements the Chain of Draft (CoD) reasoning approach within an MCP server, enabling efficient LLM reasoning.

Beyond

Provides standardized access to social platform and onchain data, compliant with the Model Context Protocol.

Bitte

Provides Model Control Protocol (MCP) servers for various services, starting with Bitte AI integrations.

Claude LM Studio Bridge

Connects Claude to local LLMs running in LM Studio.

GraphDB

Provides read-only access to graphs within an Ontotext GraphDB repository, enabling LLMs to execute SPARQL queries.

Web Search Tool

Provides real-time web search capabilities to AI models via the Model Context Protocol (MCP).

OpenVision

Analyzes images using OpenRouter vision models, providing descriptions and enabling AI assistants to understand visual content.

Memory

Provides long-term memory capabilities for Large Language Models (LLMs) by implementing the Model Context Protocol (MCP).

BI Chart

Enables AI assistants to connect to data sources, transform data, and generate visualizations through natural language requests.

JSON

Enables LLMs to efficiently interact with JSON files by splitting, merging, finding, and validating data.

Commvault

Provides a standardized interface for AI agents to interact with Commvault software.

Fermat

Unifies SymPy, NumPy, and Matplotlib into a powerful server for advanced mathematical computations and visualizations.

Google Analytics

Connects Google Analytics 4 data to Model Context Protocol clients like Claude Desktop, providing comprehensive analytics and reporting capabilities.

Scrivener

Enables Claude to comprehensively manage and enhance Scrivener writing projects, including file operations, metadata, content analysis, and advanced editing.

Agent Construct

Standardizes how AI applications access tools and context by implementing the Model Context Protocol.

3D Scene Asset Generator

Transforms player biographies into personalized 3D environments using LLM-powered analysis and generative models.

Bob Agent

Orchestrates sophisticated AI agents by integrating production-ready libraries for memory, observability, and reinforcement learning.

Praetorian

Aggressively compacts and recycles context for Claude Code, saving tokens by structuring web research, task outputs, and conversations into efficient snapshots.