AI & ML

A long-term memory MCP server using Mem0 and PostgreSQL vector storage to provide AI agents with persistent, semantic memory capabilities.

An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.

A CLI and bridge that translates Cloudflare Worker TypeScript methods into MCP tools, enabling LLMs to execute code and access Cloudflare's developer platform at the network edge.

Dingo is a production-grade AI data quality evaluation platform that provides over 70 metrics to assess machine learning datasets, LLM training data, and RAG systems using rules, LLMs, and agents.

A CLI tool and MCP server that generates and merges production-ready Claude Code configurations, including specialized agents, commands, and hooks for modern web frameworks and tools.

A gateway MCP server that dynamically transforms any OpenAPI V3 specification into MCP tools, enabling AI agents to interact with RESTful APIs without custom adapter code.

The Vibe MCP server provides intelligent assistance for the monday.com design system, helping developers discover component APIs, usage examples, and design best practices.

🍯 Memory layer for on-device AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer.

A specialized MCP server that enables LLMs to interact with Elasticsearch clusters using natural language to list indices, inspect mappings, and execute search queries or ES|QL.

An MCP server that enables AI agents to create and manipulate Excalidraw diagrams in real-time, featuring Mermaid diagram support and a live web-based canvas.

A comprehensive MCP server providing access to Turkish legal databases including Supreme Courts, Constitutional Court, and various regulatory authorities with optimized Markdown retrieval.

Blueprint is an MCP server that generates technical diagrams from text descriptions or code analysis using Nano Banana Pro, featuring asynchronous job management for high-quality architectural visualization.

A comprehensive SDK for building AI-native applications on Baidu Cloud's Qianfan AppBuilder, offering tools for RAG, workflow orchestration, and high-performance AI components like OCR and document parsing.

A multi-engine web search MCP server that provides structured search results and article extraction from platforms like GitHub, CSDN, and Juejin without requiring API keys.

Flow-Like is a visual, type-safe workflow automation engine built in Rust that enables users to create complex, observable data pipelines and AI-powered automations with detailed audit trails.

VoiceMode enables natural voice conversations with Claude by integrating OpenAI-compatible Speech-to-Text and Text-to-Speech services, supporting both cloud and local offline modes.

A bridging tool that allows AI coding agents to 'see' specific DOM elements selected by the user in a browser via an Option+Click shortcut. It converts visual selections into rich textual context including CSS, React components, and HTML attributes.

This MCP server enables LLMs to control Spotify playback and manage music libraries, allowing for music search, playback control, and playlist management.

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

A Playwright-powered MCP server that executes local Google searches while bypassing anti-scraping mechanisms, providing AI assistants with real-time web search capabilities without API keys.

Wren Engine is a semantic layer for MCP clients that provides a standardized way for AI agents to understand and query complex enterprise data sources with business context.

An AI-driven test automation platform built on Django REST Framework that utilizes the Model Context Protocol (MCP) to automate high-quality test case generation and knowledge base management.

An MCP server designed for interactive data exploration and visualization of CSV datasets using pandas and matplotlib, acting as a personal data scientist assistant.

A specialized MCP server designed for multimodal video processing, enabling AI agents to search, analyze, and understand video, image, and audio data using Pixeltable and FastMCP.

A Model Context Protocol server for searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, and Google Scholar.

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

A PostgreSQL Model Context Protocol server that allows AI assistants to interact with databases using natural language, providing safe read-only access and automatic SQL generation.

Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

MCPCAN is an open-source integration platform that provides centralized management, protocol conversion (SSE/STDIO/HTTP), and secure containerized deployment for MCP services using Kubernetes.

This MCP server bridges Obsidian with AI applications like Claude Desktop, enabling secure vault access, semantic search via Smart Connections, and template execution.