Developer Tools Servers

Enables capturing and analyzing live webcam images and screenshots for real-time visual context in AI applications.

Bridges Claude with OpenAI's Codex through the official CLI, enabling direct consultation, stdin-piped execution for CI/CD workflows, and batch processing for automated code analysis and reviews.

dbt

Official

Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, discovery of model metadata, and querying of the Semantic Layer for data transformation management.

Svelte

Official Remote

Official Svelte documentation access and code analysis server that provides up-to-date reference material, playground link generation, and intelligent autofixer capabilities for detecting common patterns, anti-patterns, and migration opportunities in Svelte 5 and SvelteKit projects.

F

Flux (AO & Arweave)

Remote

Integrates with Arweave and AO ecosystems to enable developers to run, create, and test AO code and blueprints using natural language commands without requiring deep technical knowledge of the underlying systems.

Integrates with Bitbucket's REST APIs to enable repository management, pull request handling, and workspace operations with TypeScript-based error handling and pagination support

Secure shell command execution server that allows running system commands in a controlled environment through an allowlist system, returning results in YAML format.

Provides accessibility testing capabilities for web content using Axe-core, enabling evaluation of websites and HTML snippets against WCAG standards with detailed violation reports and remediation guidance.

Enables GitHub Actions integration for triggering workflows, fetching action details, and retrieving repository releases through authenticated API interactions

Automates GitHub Pages documentation deployment by analyzing repositories, recommending static site generators like Jekyll, Hugo, or MkDocs, generating structured documentation following Diataxis patterns, and creating complete deployment workflows from repository analysis to live site publication.

Provides unified database access across PostgreSQL, MySQL, SQLite, Redis, MongoDB, Cassandra, Microsoft SQL Server, and Amazon DynamoDB with 25+ tools for operations, schema management, data export/import, query performance analysis, and transaction support through a comprehensive adapter pattern architecture.

Provides a shell command execution interface for secure and controlled access to local system operations, enabling automation tasks and system management.

Enables AI interaction with iTerm2 terminals on macOS through AppleScript and Node.js, allowing command execution, output capture, and terminal management without context switching.

Integrates with Stackzero Labs' commerce UI component library to browse, retrieve, and install React components optimized for e-commerce applications including ratings, image viewers, product controls, and banner blocks with installation instructions and usage examples.

Real-time documentation context through vector-based search and retrieval via Qdrant.

Convert OpenAPI specs into usable MCP endpoints.

Integrates with Perplexity's web search API to enable real-time fact-checking, research, and content generation using up-to-date information.

Integrates with GitHub's API to enable repository operations, file management, issue tracking, and code search directly within conversations through flexible authentication and over 30 specialized tools.

Extract and document code from your local filesystem, enabling automated documentation and codebase analysis.

Integrates with npm-audit-report and npm-registry-fetch to analyze and report potential vulnerabilities in Node.js project dependencies, offering actionable security insights for development teams.

Integrates with Xcode to enable iOS project building, testing, and error handling for efficient development workflows in AI-assisted coding environments.