Data Science & ML MCP Servers

LanceDB Node

Enables vector similarity search using LanceDB and custom embedding functions within a Node.js environment.

Reputation Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

CyberSec

Provides an AI-agent-driven server with a Gradio UI for penetration testing and purple team operations.

Avalara AvaTax

Enables querying of Avalara AvaTax data from large language models through CData JDBC Drivers.

MoAI

Facilitates AI-powered conversations through a secure, full-stack chat application with real-time messaging and persistent chat threads.

Mcps

Analyzes meeting transcripts using a multi-agent AI system for summarization, key point extraction, and task identification.

Codebase

Analyzes application codebases with real-time file watching to provide deep insights for AI assistants.

ChatWay

Provides a powerful management panel for Model Context Protocol (MCP) services, offering visual service management, tool invocation, and AI conversation functionalities.

Sokosumi

Connects AI agents to the Sokosumi platform, enabling natural language interaction for managing AI agents, creating jobs, and monitoring their execution.

Skill4Agent

Manages and provides access to AI skills through the Model Context Protocol (MCP) for seamless integration into AI conversation platforms.

Regulatory Arbitrage Detection

Detects regulatory arbitrage opportunities and risks across financial jurisdictions, identifying compliance gaps and cross-border regulatory mismatches.

AdvisorFinder

Provides AI assistants with access to SEC-registered financial advisor data for comprehensive lookups and risk assessments.

Omega Obsidian

Empowers AI agents with persistent semantic memory and knowledge graph capabilities for Obsidian vaults.

Sync

Empower AI agents to create lipsync videos, manage digital assets, and monitor generation status through the Sync API.

Unusual Whales

Analyzes options flow, dark pool, and market data exports from Unusual Whales through a suite of specialized servers.

Zuul

Connects AI applications to Zuul CI/CD systems, enabling programmatic interaction with build data and operational controls.

AXTerminator

Empowers AI agents to see and control macOS applications through a high-performance MCP server.

Solana

Provides AI agents with comprehensive access to Solana blockchain data, including wallet balances, token prices, DeFi yields, and security checks.

Git Tools

Provides comprehensive analysis of local Git repositories for AI agents.

Engram Memory

Provides AI agents with a comprehensive, local-first cognitive memory engine featuring namespace-isolated vector storage, advanced retrieval mechanisms, and knowledge graph capabilities.