A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 Diagram Tools** for in
Enable seamless integration of language models with external data sources and tools through a standardized protocol. Facilitate dynamic access to files, APIs, and custom operations to enhance AI capab
Provide a FastAPI-based server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) to enable AI models to interact with external tools and data sources. Seamlessly integrat
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map"
## About PromptForge PromptForge is an advanced AI prompt optimization MCP server that transforms your prompts into high-performance queries. Built by AI marketing strategist Steve Kaplan, this tool
An MCP server that responds with plain text content for AI tools, built with Node.js/TypeScript and the Model Context Protocol SDK. It uses the Streamable HTTP transport with session management over E
Automate and accelerate Indian legal research with intelligent tools that search precedents, extract legal principles, build research memos, format citations, and verify citation accuracy. Reduce rese
Complete financial market access for AI assistants - Real-time stocks, crypto, forex, and comprehensive market data integration - access FMP free and paid API tiers. 250+ financial tools covering sto
This tool is a cutting-edge memory engine that blends real-time learning, persistent three-tier context awareness, and seamless LLM integration to continuously evolve and enrich your AI’s intelligen
A Model Context Protocol (MCP) server for creating, editing, and playing VibeTide 2D platformer levels. This server provides tools for level manipulation, visualization, and gameplay through the MCP p
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component
Discover and run life cycle assessment analyses across searchable categories and datasets. Set session defaults to streamline repeated work and keep projects consistent. Monitor your capabilities and
Provide a minimal MCP server that supports basic tools like echoing messages, pinging, and returning version information. Enable easy testing and integration with MCP Inspector and cURL clients. Facil
Simplify AI development with a conversational assistant that remembers your context and helps you manage complex tasks effortlessly. Use natural language to interact with a suite of 29 modular tools f
Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A support, session memory, mood tracking, reliability metrics, and structured DELX_META footers. Built for production agen
A minimal Model Context Protocol (MCP) server demonstrating tools, resources, and prompts.
Enable powerful LLM-driven exploration and analysis of GitLab instances with comprehensive search, code browsing, and issue management tools. Seamlessly integrate with self-hosted or GitLab.com enviro
Macro-factor quantitative signal source for AI agents. 8 tools covering US and China markets: query live-tracked strategy performance, register for a free 30-day trial, and receive real-time buy/sell
MCP server that gives AI agents access to real-world people who listed themselves to be hired by agents. 31 tools including search by skill/location/equipment, job offers, job board listings, in-job m
Store and search user-specific memories to maintain context and enable informed decision-making based on past interactions. Seamlessly integrate memory capabilities into your AI tools with a simple an
Provide a minimal MCP server implementation that enables LLM clients to connect and access example tools via HTTP or stdio transports. Facilitate integration with AI systems like Windsurf IDE and Clau
Kickstart development with a ready-to-run TypeScript starter that includes example tools for greetings, calculations, time lookup, and image generation. Customize and extend it to fit your workflows.
An MCP server implementation for integrating with Placid.app's API. This server provides tools for listing templates and generating images and videos through the Model Context Protocol.