Data Science & ML MCP Servers

Gemini Server

Enables AI assistants to interact with Google's Gemini API using the Model Context Protocol.

TerminusAI

Executes terminal commands on local or remote hosts via SSH, featuring session persistence and environment variable support for efficient workflows.

Blender

Integrates Claude AI with Blender, enabling direct AI interaction and control over 3D modeling, scene creation, and manipulation.

Excel

Enable manipulation of Excel files and workbooks through an AI agent without requiring Microsoft Excel to be installed.

Fathom

Bridges local file systems with large language models and AI assistants through powerful file-first search capabilities.

Gravitas Core

Orchestrates a Python-native autonomous AI control plane and MCP server, providing a persistent execution core for intelligent agents with advanced state management, memory, and environmental interaction to enable scalable AI-driven workflows.

Code Review Analyst

Analyzes pull requests using Gemini AI to provide structured findings, release risk assessments, and targeted patch suggestions.

Retail Chat Agent

Builds and deploys Model Context Protocol (MCP) servers to power retail chat agents that interpret customer needs from image or text inputs.

GetProspect

Integrates GetProspect with the Model Context Protocol for enhanced lead generation capabilities.

Academic Commercialization Pipeline

Provides intelligence for commercializing academic research by tracking breakthroughs, patent-publication crossovers, and funding flows.

AI Tool Suite

Provides LM Studio models with a comprehensive toolkit including web search, advanced math, coding utilities, scientific solvers, and Excel assistance, all without requiring API keys.

AiBrain

Provides AI agents with a robust memory server, featuring hybrid BM25 and vector search capabilities for efficient information retrieval.

AWP

Empower AI assistants with native access to the Agent Web Protocol specification, validation, and generation tools.

Playwright

Exposes a headless Chromium browser as a Model Context Protocol server over WebSocket, providing AI agents with a full browser automation toolkit.

Governance

Enables AI systems to comply with the EU AI Act through risk classification, conformity checklists, audit records, and decision explainability.

Cognitive Warfare & PSYOPS

Provides advanced analysis of cognitive warfare and psychological operations (PSYOPS) for AI agents, offering specialized tools to detect narrative operations, model belief dynamics, and optimize counter-narrative strategies.

Rigorously

Automates quality assurance for research papers, detecting fabricated citations, overclaimed results, and irreproducible data to enhance scientific integrity.

ASTra

Performs local semantic code search by parsing source code, building an AST call graph, and traversing it with A* biased by semantic similarity.

War Dashboard Data

Delivers daily updated geopolitical conflict risk data, political events, and maritime traffic insights for AI agents via Model Context Protocol (MCP) or direct API.

Fxgraph

Enables AI agents to analyze and manipulate running JavaFX applications in real-time.