Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis, supporting various modules from IO to enrichment.

Access Scorecard's AI model evaluation and testing tools via a Cloudflare Workers deployment.

Scout's official MCP pipes error, trace and metric data from production to your AI agent

Native desktop + browser automation MCP server with 82 tools — accessibility APIs (macOS/Windows), Chrome DevTools Protocol, anti-detection, memory, jobs, and reusable playbooks.

A macOS-only server that enables LLMs to capture screenshots of specific application windows, providing visual context for development and debugging.

A simple note storage system with tools for adding notes and generating scripts from them.

Provides Seam-Driven Development tools for AI-assisted software development.

Provides SD Elements API integration for security and compliance management.

An MCP server providing searchable access to multiple AI/ML SDK documentation and source code.

An MCP server for interacting with the SeaLights platform for quality intelligence.

An MCP server that enhances code analysis with advanced search and dependency mapping capabilities.

Review commits and codebases using external LLMs like OpenAI, Google Gemini, and Mistral.

An AI-powered coding assistant that combines insights from Gemini, Stack Overflow, and Perplexity AI to help solve programming problems.

AI-safe secrets manager - inject credentials as env vars, AI never sees plaintext

Audits npm package dependencies for security vulnerabilities with real-time checks against a remote npm registry.

Generate images using Bytedance's SeedDream 3.0 model via the FAL AI platform.

Generate images using Bytedance's SeedDream 3.0 model via the FAL AI platform. Requires a FAL AI API key.

Generate images using Bytedance's SeedDream 3.0 model via the Replicate platform.

Seiro MCP is an MCP server and Skills that enables autonomous build workflows for visionOS (Swift) apps using Codex CLI / App.

AI-native static site generator with built-in MCP server. Build sites, create content, apply themes, search docs, and deploy via Claude Code or any MCP client.

Static code analysis using Semgrep for security vulnerability detection and code quality improvements.

Enable AI agents to secure code with Semgrep.

Data visualization for streaming and static charts, maps and network visualization.

Expert guidance for Dojo and Cairo development on Starknet, specializing in the Dojo ECS framework for building onchain worlds.

Automate dataset creation and train custom object detection models using natural language.

Agent tools via MCP for workflow scoring, limits/usage, and feedback (trial key supported)

Interact with the Sentry API to monitor application errors and performance.

Retrieve and analyze issues, error reports, and debugging information from Sentry.io.

Official MCP server for Sentry.

An MCP server for interacting with the Sentry error tracking and performance monitoring platform.