MCP servers
86 servers that let your AI assistant read data and take actions in the tools you use.
mcp-nano-stack
C2100-PR
Organized collection of MCP servers optimized for nano VM deployment in us-west1
AgentWong_optimized-memory-mcp-serverv2
MCP-Mirror
Mirror of https://github.com/AgentWong/optimized-memory-mcp-serverv2
mcp-vim-server
privsim
mcp-vim-server is a Model Context Protocol server designed to enhance interactions with language models. It allows seamless integration, context management, and efficient communication, making it ideal for developers looking to optimize AI-driven applications.
QwQ-mcp-server
zengwenliang416
QwQ-mcp-server is a versatile Model Context Protocol server designed to enhance user interaction through advanced features like accessibility support and customizable interfaces. It offers seamless integration for improved communication and collaboration, making it ideal for developers and teams looking to optimize their workflow.
mcp-server-aws
dhruvrkashyap
mcp-server-aws is a robust Model Context Protocol server that streamlines data interactions for cloud applications. It offers enhanced features like accessibility support and efficient data handling, making it ideal for developers seeking to optimize their AWS-based services.
TheQ
DerSmartContract
"✔ TypeScript + Node.js for the MCP server ✔ LLM Studio API for answering optimized questions ✔ Dynamic prompt optimization"
mcp_server
dplaia
mcpserver is a versatile Model Context Protocol server designed for efficient data handling and context management. It offers seamless integration, enhanced accessibility features, and supports diverse applications, making it ideal for developers looking to optimize performance and user experience.
MCP-Server-Practice
mybarefootstory
MCP-Server-Practice is a Model Context Protocol server designed for efficient data handling and communication. It features enhanced accessibility options, supports multiple themes, and optimizes user experience. Its advantages include improved collaboration and streamlined workflows for developers and users alike.
medifinder-mcp
MediFinderBot
Message Communication Protocol (MCP) server that facilitates secure, standardized communication between system components and the medicine inventory database. Provides RESTful endpoints for location-based medicine searches, availability queries, and optimized messaging for WhatsApp integration.
context-optimizer-mcp
degenhero
An MCP server that uses Redis and in-memory caching to optimize and extend context windows for large chat histories
blackglass
jonhill90
Blackglass is a modular autonomous agent framework with memory, reflection, token-aware cognition, and a simulated wallet. It uses a Model Context Protocol (MCP) to manage goals, optimize task loops, and evolve toward self-sustaining operation.
cloudinary-mcp-server
JaeGerW2016
Cloudinary-MCP-Server optimizes and manages Cloudinary’s image hosting, providing efficient media storage, processing, and delivery to enhance app performance and user experience.
TMS-MCP-Server
omeletJK
TMS-MCP-Server optimizes delivery routes using natural language and OMELET API v2.
quick-data-for-windows-mcp
Beaulewis1977
Windows-optimized MCP server for Claude Desktop providing universal data analytics capabilities
mcp-rag-demo
SNoeCode
A tablet-optimized React app for AIDA demo using RAG and MCP backend.
protocol-model-context
build000r
A Bash script designed to export project structures and files, optimized for vibe coders to provide context to Large Language Models (LLMs) for feature implementation and collaboration. It supports customizable tech stacks and coding instructions, making it adaptable to various projects.
agentic-deep-researcher
deepakchoudhary-dc
🔍 MCP-powered multi-agent deep researcher with LinkUp API and optimized Ollama integration. Fast, detailed web research with Streamlit UI.
local-stt-mcp
SmartLittleApps
A high-performance Model Context Protocol (MCP) server providing local speech-to-text transcription using whisper.cpp, optimized for Apple Silicon.
rag-mcp
memoverflow
RAG-MCP optimizes LLM-tool interaction using Retrieval Augmented Generation.
Figma-MCP-Pro
artemsvit
Figma-MCP-Pro is an AI-optimized server for design-to-code conversion with a 5-step workflow.
feedback_collector
weirdowaoo
MCP Feedback Collector - A feedback collection tool that optimizes Cursor AI tool call efficiency. Supports text and image feedback with dark theme design, helping maximize the 25 tool calls quota per request to avoid resource waste.