Developer Tools Servers

Provides customizable developer information through a lightweight Node.js server that can be run via npx command or deployed as a Docker container.

Integrates with frontend development environments to provide real-time feedback and debugging capabilities through browser automation, capturing console logs, monitoring HMR events, and enabling DOM interaction without leaving the conversation interface.

Provides web search capabilities through OpenRouter's Perplexity Sonar models, delivering intelligent search results with source citations for current information retrieval.

Analyzes GitHub repositories for code similarities, returning detailed reports in Markdown format

DBHub (Universal Database Gateway)

Official

Provides a universal database gateway for connecting to PostgreSQL, MySQL, SQLite, and DuckDB, enabling table browsing, schema inspection, and read-only SQL queries with built-in safety checks

Convert OpenAPI specs into usable MCP endpoints.

Glean

Official

Integrates with Glean's enterprise knowledge platform to provide company search, people profile lookup, and AI assistant capabilities directly within your workflow.

Integrates with multiple package registries and documentation sources to provide up-to-date library information for code assistance, dependency analysis, and learning about new libraries.

Provides local code auditing using Ollama models to analyze security vulnerabilities, performance bottlenecks, quality issues, architectural problems, testing gaps, and documentation deficiencies across multiple programming languages with configurable analysis depth and severity classification.

Integrates with the Cairo Coder API to provide expert-level Cairo and Starknet development assistance, enabling smart contract generation, code refactoring, feature implementation, and contextual guidance based on Cairo/Starknet documentation and best practices.

Automates Electron desktop applications through Chrome DevTools Protocol integration, enabling screenshot capture, JavaScript execution, console monitoring, and window management with intelligent project detection and debugging configuration.

Integrates with Cloudflare's API to enable management of DNS, CDN, and security configurations for web infrastructure automation.

Enables safe remote execution of Rails console commands via SSH for efficient data operations and administrative tasks on production Rails applications.

Integrates with the shadcn/ui component registry to initialize projects, add components, and manage configurations remotely through CLI operations like init and add, supporting both official and custom registries for automating React/Next.js project setup and component library management.

Transforms OpenAPI specifications into MCP tools, enabling AI assistants to interact with existing REST APIs without custom implementations for each service

Tracks upstream repository changes for Git forks with intelligent priority-based categorization, dependency analysis, and integration planning to help developers maintain synchronization with parent repositories.

Orchestrates AI coding workflows through role-based agents that transition between specialized responsibilities (orchestrator, architect, developer, reviewer, integration engineer) with comprehensive task management, dependency tracking, and execution state persistence.

Translates JSON internationalization files using multiple translation providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching, deduplication across files, and format preservation to minimize API costs while maintaining exact JSON structure and consistent results across target languages.

Provides access to 135+ animated React components from ReactBits.dev with intelligent caching, quality scoring, and dependency detection for building modern UI applications with animations, backgrounds, text effects, and interactive elements.

Automatically converts OpenAPI specifications into executable tools by scanning folders for spec files and generating corresponding endpoints with parameter validation, authentication support, and HTTP request handling.

JetBrains MCP Server fork that broadcasts real-time WebSocket monitoring of all tool calls between clients and IDEs for debugging and extending integration functionality.