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A collection of MCP servers.
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The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
MCP Toolbox for Databases is an open source MCP server for databases.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere
The AI-powered toolkit that grows your YouTube channel on autopilot.
This repository has been merged into Canner/WrenAI under the core/ directory
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
Universal MCP Server for finding + connecting to agents anywhere on the planet. https://hol.org/mcp
A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities
Cross-platform agent logging and observability
MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard
MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.