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maintenanceA TypeScript framework for building Model Context Protocol (MCP) servers with automatic discovery and loading of tools, resources, and prompts.
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"Guide to Deploying a Large Language Model Framework" matching MCP servers:
- Alicense-qualityFmaintenanceRuns a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.1,577BSD 3-Clause
- MIT
- FlicenseAqualityDmaintenanceA general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.11
- AlicenseBqualityDmaintenanceThis server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.213MIT
- Alicense-qualityDmaintenanceA comprehensive framework for building reliable Python MCP servers that enforces incremental development practices through Cursor Rules, featuring built-in security measures and a smart rule system.MIT
- Alicense-qualityDmaintenanceEnables mathematical computation via Wolfram Language/Mathematica integration, supporting calculations, equation solving, calculus, matrix operations, and symbolic mathematics.13MIT
- Flicense-qualityDmaintenanceEnables local, Docker-isolated code execution across six programming languages including Python, Rust, and TypeScript. It features pre-warmed container pooling, persistent sessions, and built-in support for machine learning libraries.
- AlicenseBqualityCmaintenanceAn MCP server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question for more comprehensive answers.285MIT
- AlicenseBqualityDmaintenanceEnables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.1MIT
- FlicenseBqualityDmaintenanceA server that integrates trained Random Forest models with Bee Framework, enabling ReAct interactivity for AI tools and agents.158
- FlicenseCqualityDmaintenanceIMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real154JavaScript
- Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server that converts LaTeX mathematical expressions to MathML format.7MIT
- Alicense-qualityDmaintenanceAn MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.2,504MIT
- Alicense-qualityDmaintenanceA TypeScript wrapper library for the Model Context Protocol SDK that provides a simplified interface for creating MCP servers with tools, resources, and prompts without needing to work directly with the protocol.94AGPL 3.0
- Alicense-quality-maintenanceEnables the creation and deployment of API-based MCP tools for Cursor Agent using Cloudflare Workers, streamlining development and integration of custom functionalities.4349
- -license-quality-maintenanceA GitHub-based implementation of the Model Context Protocol that enables LLMs to access and manipulate data in a Universal Object Reference (UOR) framework, providing standardized interfaces for object management with decentralized storage.
- Flicense-qualityDmaintenanceA server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.
- Flicense-qualityDmaintenanceIntegrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model Context Protocol, allowing users to convert text to speech with selectable voices within the Cursor editor.1
- AlicenseAqualityBmaintenanceEnables AI assistants to write and execute C# code directly inside Autodesk Civil 3D, providing full API access through code generation and execution.101MIT
