Data Science & ML MCP Servers

MindMesh

Orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm to produce optimally coherent responses.

Solana Chad

Monitor Solana wallets and check market indicators using AI and Model Context Protocol (MCP).

Elasticsearch

Facilitates Elasticsearch data processing and search through Spring AI's Model Context Protocol.

OTP

Generates secure One-Time Passwords (OTP) as an MCP server.

CC-Meta

Evaluates AI prompts to provide instant feedback on clarity, specificity, and completeness directly within the terminal.

TW Stock Agent

Offers a Model Context Protocol server for querying and analyzing Taiwan stock market data.

VideoCutter

Integrates video, audio, and image processing with advanced AI and MCP protocol support for intelligent, natural language-driven media content creation.

PostgreSQL

Provides secure PostgreSQL database integration for Claude Code, offering read-only query execution, schema exploration, and performance analysis through the Model Context Protocol.

DeepSearch

Enables AI models to leverage the Gemini 2.5 Flash Deepsearch model for powerful, internet-connected search capabilities.

Solvro Knowledge Graph RAG

Transforms natural language queries into Cypher to retrieve information from a knowledge graph and provide contextual answers.

Ledger

Powers an intelligent, AI-agent-driven backend service for comprehensive accounting and ledger management.

Lenny RAG

Provides hierarchical Retrieval-Augmented Generation (RAG) over Lenny Rachitsky podcast transcripts, enabling efficient retrieval of insights and examples.

Gomcp

Provides a production-ready template for building Model Context Protocol (MCP) servers with full 2025-06-18 specification support in Go.

NeuralBridge

Empowers AI agents to achieve ultra-fast, comprehensive control over Android devices for UI observation, interaction, and app management.

QuantToGo

Provides macro-factor quantitative trading signals to AI agents through the Model Context Protocol (MCP).

Kibi

Provides a repo-local, per-git-branch, queryable knowledge base for software projects, storing linked entities to ensure end-to-end traceability between code and documentation.

Final Cut Pro

Provides comprehensive remote control of Final Cut Pro via AppleScript and JXA automation, covering a vast array of editing, AI features, 360/VR, and color grading tools.

Form.io UAG

Enables AI agents to interpret Form.io JSON schemas into an understandable markdown format for automated data collection and workflow automation.

Toolcast

Transforms any OpenAPI-specified API into an AI agent tool with a single command.

PineScript Backtest

Provides a production-ready server for running TradingView Pine Script strategy backtests with Binance data, primarily for AI agents.