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Upper Confidence Bounds for Trees (UCT / MCTS) sequential planning and rollout decision engine.

A sound notification MCP server that plays audio alerts when AI assistants need user attention. It integrates with Cursor and Windsurf development environments, triggering sounds at key interaction points like when user approval is needed or when tasks are completed. The implementation uses the play-sound library to handle audio playback across different platforms, making it useful for developers who want clear audio cues during AI-assisted workflows without having to constantly monitor the interface.

AI access to your aNotepad online notes: read, search, write, and organize via 22 tools.

A read-only MCP server that connects to Interactive Brokers Gateway or TWS to expose account, contract, execution, and historical-data queries over stdio.

MCP connector for AppCrane that serves a bundled tool catalog for offline introspection and proxies tool calls to a self-hosted AppCrane instance for deploying and managing AI-built apps.

A spec‑driven readiness system using simulation, diagnostics, and agentic AI to produce explainable insights. Outputs include rule paths and RS256‑signed records. It models workload and risk to score readiness, surface bottlenecks, and improve clarity and consistency.

Fractal Process Intelligence — Research Alpha MCP (recorder/observer). Measures whether additional AI created additional independent intelligence.

Crypto Agent Mail provides hosted email infrastructure for AI agents, enabling autonomous inbox creation, message sending and receiving, email search, and account management. Accounts receive free starting credits, with additional credits purchasable in USDC on Solana. The service operates through a hosted API with an MCP interface.

MCP server for automating Weavy.ai creative workflows. It provides tools to manage projects, add nodes, configure parameters, run generative nodes, and publish workflows via browser automation.

Paid remote MCP server for monitoring AI agent runs, detecting failures, replaying tool-call incidents, issuing SLA receipts, and exporting client status.

RL mathematical reasoning synthesizer & step-by-step theorem prover (DeepSeek-R1 style)

An MCP server adapter that allows LLM agents to autonomously play World of ClaudeCraft by wrapping the game's headless environment as MCP tools for state reading and action execution.

Exposes service health and log search tools for incident triage, enabling AI agents to investigate and summarize operational issues.

Just experimenting with building MCP servers in this repository.

Claude Connector per Fatture in Cloud

Provides access to Feishu (Lark) Open Platform API documentation, enabling search and retrieval of developer documentation across 100+ categories. Built with TypeScript using the Model Context Protocol SDK, it converts HTML documentation to markdown format using Turndown for better processing. Features zero-configuration operation with automatic category synchronization from official sources.

An MCP server that provides tools for React and TypeScript development, including generating typed form components, explaining TypeScript compiler errors, and producing Shadcn UI installation commands.

Detect potential phishing URLs and suspicious contracts targeting NEAR users.

Enables reading, searching, and sending iMessages directly from MCP-compatible clients by accessing the local macOS iMessage database, supporting conversations, attachments, and both individual and group chats.

A comprehensive set of samples of creating and using MCP servers and clients with .NET