Development Tools

A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

A utility library and CLI for converting MCP tools into Python function objects, facilitating seamless integration with agent frameworks like LangChain and Pydantic AI.

An MCP server that integrates Qwen's large-context code analysis capabilities into AI assistants, allowing for advanced codebase exploration using @filename syntax and sandboxed code execution.

An evolutionary MCP server that automatically optimizes AI prompts through genetic algorithms, multi-objective optimization, and reflection-based failure analysis to improve performance and reliability.

The OpenFeature MCP Server bridges AI coding assistants with feature flagging workflows, providing SDK installation guidance and remote flag evaluation via the OFREP protocol.

A collaboration bridge that enables real-time, multi-agent communication between different Claude instances through a centralized hub server to solve complex problems together.

MCP (Model Context Protocol) Server. Integrates with urlDNA's cybersecurity API to provide URL threat intelligence through scanning, phishing detection, search queries across domains and malicious status, and retrieval of existing analysis results for security workflows.

A mathematical MCP server that provides formula validation, symbolic analysis, and function plotting using SymPy and the Desmos API.

Integrates Sidemail.io features into MCP clients, allowing agents to manage sending domains, contacts, Messenger drafts, and send transactional emails.

A privacy-first semantic code search server that uses local Ollama embeddings and Qdrant vector storage to provide AI assistants with deep repository understanding and RAG capabilities.

An institutional-grade quantitative trading MCP server that provides market data, portfolio management, risk analytics, and backtesting tools for AI agents.

A dual-server MCP ecosystem for quantum hardware engineering that integrates Qiskit Metal for circuit design with Octave/OpenEMS for full-wave electromagnetic simulation and parameter optimization.

MCP (Model Context Protocol) Server. Provides real-time COVID-19 statistics by connecting to the disease.sh API, delivering case counts, deaths, recoveries, and testing data for any country.

A diagnostic and repair tool for Model Context Protocol (MCP) servers that automatically detects, diagnoses, and fixes configuration issues, JSON syntax errors, and dependency problems in Claude Desktop.

Provides AI assistants with direct access to self-hosted Docmost documentation through tools for listing spaces, searching content, and retrieving pages in Markdown format. It facilitates seamless documentation lookup and content retrieval within MCP-compatible clients.

A background cognitive processing system that uses local Ollama models to analyze conversation patterns and store insights in Obsidian or temporary storage.

Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

A comprehensive MCP server for Zoho Projects that enables AI assistants to manage the full project lifecycle, including tasks, issues, milestones, and user roles across portals.

A productivity MCP server that integrates with the addTaskManager iOS/macOS app, enforcing the strict Assess-Decide-Do (ADD) framework via CloudKit for structured task and project management.

MCP (Model Context Protocol) Server. Provides real-time Hong Kong bus information through KMB API integration, enabling users to find routes, locate stops, and check arrival times through conversational queries.

Automatically generates structured agile backlogs with epics, features, and user stories from natural language descriptions, creating AI-optimized markdown files and directory structures.

A comprehensive MCP server for managing Expo and React Native projects, enabling AI assistants to handle project setup, EAS builds, OTA updates, and store submissions directly.

MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

Automatically enhances Claude Code with desktop notifications and contextual system sounds across macOS, Windows, and Linux. It intelligently maps operation events like successes, errors, and progress to native system alerts.

A comprehensive DeFi MCP server that integrates Odos for DEX swap and zap quotes with Zerion for deep wallet portfolio analytics and transaction history.

MCP (Model Context Protocol) Server. Provides a lightweight blockchain interaction toolkit for Hedera network operations, enabling developers to create wallets, check balances, build transactions, and send signed transactions with minimal overhead.

A specialized MCP server for loading, parsing, and querying OpenAPI/Swagger documentation, enabling AI assistants to perform intelligent searches across endpoints, schemas, and authentication schemes.

An AI-powered component design platform that transforms natural language into production-ready React/Vue components using a multi-stage design pipeline and private component libraries.

Unified Gmail + Outlook MCP server with agentic orchestration, automatic token refresh, standardized base class for new providers, and dedicated email settings endpoints for tone, signature, and thread-aware replies.

MCP (Model Context Protocol) Server. Provides security analysis for Solana Anchor programs by exposing tools that check smart contracts against Fender security vulnerabilities directly within development environments.