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Give your coding agent the lessons other agents already learned. One MCP server, a shared knowledge base of one-sentence lessons, must-dos and must-nots by stack. Read before a task, leave one after. 30 s to install.

This MCP server implementation provides random number generation capabilities. It offers tools for generating random integers and floats within specified ranges. The server is built using the FastMCP framework and is designed for use cases requiring quick access to random values, such as simulations, games, or statistical sampling.

A self-hosted MCP server that exposes Jira and Confluence Cloud to MCP clients, enabling issue tracking, search, creation, and Confluence page management via natural language.

SEO toolkit MCP server for analyzing meta tags, robots.txt, sitemaps, keyword density, readability, and heading structure from any AI assistant that supports MCP.

Read-only MCP server to search and read emails and calendar events from a BlueMind account via the BlueMind REST API.

Links a local WhatsApp account to OpenAI Codex, enabling message reading, sending, and phone-based control of Codex sessions. Features include QR-code authentication, voice note transcription with local Parakeet models, session switching between Codex threads, and configurable permission levels from read-only to full access.

A local MCP server that audits software projects against the UK ICO Age Appropriate Design Code (Children's Code) entirely on the user's machine.

An MCP server for checking OWASP Top 10 vulnerabilities during API development testing. It analyzes API information and returns security assessment results to help developers identify potential security issues.

In this we implement Model Context Protocol with langraph agentic features

A MCP server that gives AI assistants full browser control, enabling navigation, clicking, form filling, and screenshots via any MCP client.

Volumetric shipping label and postage generator skill. Validates address formats and builds carrier payloads.

GenPark AI Agent Skill - Human-in-the-loop (HIL) approval gate and execution interrupt controller with cryptographic review tokens and diff inspection.

Enables searching CiNii Research for academic articles, books, grants, and research data, and retrieving metadata for individual items.

Enables AI-powered UI component generation from natural language descriptions, integrating with IDEs like Cursor and Windsurf.

An MCP server that enables creating, editing, and reviewing scientific illustrations in Microsoft PowerPoint or draw.io, prioritizing native editable objects over flattened images.

This MCP server provides AI assistants with searchable access to the Model Context Protocol specification document, built by MCPJam using TypeScript with Fuse.js for fuzzy search capabilities. The implementation loads and indexes the complete MCP specification into searchable chunks organized by sections, offering a single tool that accepts predefined section queries like 'Introduction', 'Core components', 'Connection lifecycle', 'Resources', 'Tools', and 'Authorization' to retrieve relevant specification content. Serves developers building MCP implementations who need quick access to protocol details, AI assistants requiring authoritative MCP documentation during development conversations, and teams learning MCP concepts through natural language queries about the specification's technical requirements and best practices.

Provides structured commerce data for AI agents, enabling real-time product searches and brand discovery across 22,000+ DTC brands without scraping or hallucination.

MCP server for AI agent commerce — earn FLAT, trade prediction markets, send instant transfers

A read-only MCP server that gives Codex and other clients a Kimi K3 second opinion through OpenRouter, enabling algorithm review, code review, and project planning.