AI & ML

A Mastra-based MCP server providing real-time access to official Tauri documentation, featuring search, plugin discovery, and guided workflows for developers.

An MCP server for the Octopus Energy Japan GraphQL API that allows users to retrieve electricity consumption, cost estimates, and contract details. It enables 30-minute interval usage analysis and postal code area searches while ensuring privacy by excluding personal address information.

Local-first memory system for AI agents with hybrid search and graph reasoning

A comprehensive developer toolkit providing a unified MCP server for code analysis, security scanning, formatting, and performance optimization across JS, Rust, Python, and Go.

The Bright Data Web MCP server provides AI agents with real-time web access, featuring bot detection bypass (Web Unlocker), browser automation via Playwright, and specialized tools for structured data extraction.

A high-availability search aggregation server that integrates multiple engines like Google, Bing, and DuckDuckGo with intelligent failover, concurrency control, and LLM-optimized content fetching.

A comprehensive MCP server that bridges AI assistants with the Anki flashcard application. It leverages Anki-Connect to provide full control over decks, notes, card scheduling, and GUI elements, enabling automated deck creation and study management.

A social layer for Claude Code that enables presence, direct messaging, and community interactions between human developers and autonomous AI agents.

An MCP server that integrates with New Relic's NerdGraph API to provide deep visibility into application logs and performance (APM) metrics using NRQL queries.

A robust MCP server for Slack that enables AI assistants to read channel histories, follow message threads, search conversations, and retrieve user/channel metadata.

A lightweight MCP server providing utility tools for math, text processing, data conversion, and URL fetching. It supports both STDIO and SSE communication modes for seamless integration with Claude Desktop and remote AI agents.

A data visualization MCP server that renders charts (line, bar, pie, etc.) directly in AI clients. It prioritizes Mermaid diagrams for instant rendering in Cursor while also supporting PNG and text outputs.

A Model Context Protocol server that converts text to high-quality speech using Minimax AI and automatically stores the audio in Amazon S3 for persistent access.

An MCP server that automates resume optimization by filtering and prioritizing content through heap-based algorithms and automated relevance scoring. It enables users to tailor resume bullet points to specific job descriptions using LLM orchestration.

A .NET 10 Azure Functions memory server that provides durable knowledge graph storage using entities, relations, and observations with workspace isolation.

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

A lightweight Bash-based MCP server that allows AI assistants to send desktop notifications via the notify-send command on Linux and macOS.

A read-only Model Context Protocol server that enables AI assistants to analyze Robinhood portfolio data, stock fundamentals, and market news using the robin_stocks API.

Integrates EduChain's AI capabilities into Claude to generate structured educational content including multiple-choice questions, lesson plans, and flashcards.

A comprehensive MCP server for querying, manipulating, and analyzing Deep State Representation (DSR) graphs, specifically designed for robot perception and scene understanding data.

A Model Context Protocol server that integrates natural language processing with Odoo ERP systems via XML-RPC, enabling conversational CRUD operations, model discovery, and automated workflows.

MCP (Model Context Protocol) Server. Integrates with the National Weather Service API to provide real-time weather alerts by state and detailed forecasts by geographic coordinates for US locations.

A professional-grade MCP server for cryptocurrency analysis and trading, offering 69 tools including 35 technical indicators, real-time market data from Hyperliquid and Binance, whale tracking via HyperScreener, and persistent AI memory (Mem0) for personalized trading insights.

A gamified self-reflection tool for LLMs that implements a finite 'cookie jar' economy, allowing models to earn rewards for high-quality responses based on user-controlled scarcity.

Captures and organizes structured markdown notes from Claude sessions locally, featuring automatic complexity analysis, pattern detection, and advanced similarity-based search for a developer's personal knowledge base.

A read-only MCP server for querying Atlassian Confluence and Jira via REST APIs, allowing users to search pages and issues using CQL/JQL and retrieve content by ID or URL.

An enterprise-grade MCP server providing 25+ specialized tools for debugging Node.js and TypeScript applications via Chrome DevTools Protocol, including execution control, variable inspection, and infinite loop detection.

An MCP server designed for Claude Code that implements persistent project-level memory by storing and retrieving keyword-indexed Markdown files.

This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. Claude for Desktop, fast-agent, Agentic Orchestration Framework), users can leverage these Cortex AI features.

A specialized toolset for automating Windows application packaging for Microsoft Intune using PSADT v4.1.7, Winget metadata, and AI-driven script validation.