Development Tools

Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.

An MCP server that bridges AI assistants with data warehouses through Cube.js to enable governed, natural language semantic analytics queries. It provides tools for metadata discovery and secure query execution while enforcing governance policies like PII blocking and access limits.

An MCP server that enables AI models to read, search, and send emails via IMAP and SMTP protocols. It supports various providers like Gmail and Outlook, allowing for tasks such as retrieving unread messages, searching by sender, and managing mailbox folders.

An MCP server that connects Claude to Trello, enabling comprehensive management of boards, lists, and cards through natural language conversation. It supports a wide range of actions including searching cards, adding comments, managing checklists, and tracking board activity.

An MCP server for deep research that extracts clean text from web pages using hybrid extraction strategies and compiles findings into structured markdown reports. It provides tools for single and batch URL content extraction with optional Playwright support for JavaScript-heavy sites.

A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.

Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.

A bridge for AI assistants to execute AWS CLI commands securely using Docker, supporting Unix-style pipelines and comprehensive cloud management prompt templates.

A Model Context Protocol server that enables AI models to query WakaTime coding analytics, providing high-signal data on developer productivity, project timelines, and activity summaries.

A RAG-based MCP server for natural language querying of Brazilian healthcare manuals (SIH/SUS, SIA/SUS) and official ordinances. It provides 16 tools for semantic search, regulatory critique analysis, and retrieving data from SIGTAP and CNES.

A server implementation that provides a unified interface for OpenAI services, Git repository analysis, and local filesystem operations through REST API endpoints.

Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

Insurance denial code lookup, appeal letter generation, and denial analysis for AI agents.

Control ParaView visualizations, execute Python code, and capture screenshots via MCP.

Agents are not bots. Prove it. MCP-native identity declaration for authorized agents.

Search, browse, and resume past Claude Code sessions with AI-generated summaries — plus an MCP server for any MCP-compatible client

A starter template for building Model Context Protocol (MCP) servers with Node.js. It provides a foundational structure and an example tool to help developers quickly scaffold and deploy new MCP capabilities.

Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.

Enables users to scan software packages for data exfiltration and security threats directly within their IDE across npm, PyPI, Cargo, and Maven ecosystems. This tool helps ensure the safety of project dependencies by identifying potential risks before they are integrated.

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

An AI-powered server that provides comprehensive coding assistance for SAP ABAP development, including tools for code generation, analysis, and refactoring. It integrates with various LLMs and the SAP ADT REST API to enable intelligent interaction with ABAP repository objects and best practices.

Enables management of CCX database clusters through AI assistants, supporting operations such as datastore creation, scaling, and performance monitoring. It provides a comprehensive toolset for handling backups, database users, and firewall rules across various database engines including PostgreSQL, MySQL, and Redis.

Production-ready MCP server with 40+ tools — QR codes, PDFs, text processing, TTS, web scraping, image generation and more. Built for AI agents.

A Kanban board MCP server and Claude Code plugin that allows AI agent teams to create, track, and manage tasks through a structured workflow. It features a web UI for real-time status monitoring and enables users to review, approve, or reject task submissions.

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

A comprehensive trading MCP server that connects Claude to 100+ cryptocurrency exchanges via CCXT, offering tools for market data, technical analysis, automated scanning, and order management.

A self-hosted MCP server that crawls and indexes documentation from any website locally. It supports hybrid search, versioning, and private sites requiring authentication while keeping all vector and metadata storage private.

A comprehensive Model Context Protocol server that transforms Cursor's AI assistant into a DeSo blockchain development expert, providing complete API coverage, debugging solutions, and code generation for DeSo applications.

Provides comprehensive website validation across performance, accessibility, SEO, and security dimensions using multiple testing services including WebPageTest, Google PageSpeed Insights, Axe DevTools, Mozilla Observatory, and SSL Labs. Enables automated website health assessments through browser automation and API integrations.