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

Scan projects for over 500 types of secrets using GitGuardian's API to prevent credential leaks.

An MCP Server for the GitHub Actions API, enabling AI assistants to manage and operate GitHub Actions workflows.

An intelligent MCP server that automates the reproduction of GitHub issues for AWS CDK projects.

Access GitHub's trending repositories and developers.

Diagnose and fix GitHub Actions workflow failures using the GitHub API.

Analyzes GitLab merge requests and links them to Confluence documentation.

Interact with the Glide API to build applications from data sources like Google Sheets.

Run AI workflows from glif.app using the Glif MCP server.

An MCP server tailored for React Native–first development using Gluestack UI

Retrieves essential network information from devices using gNMI and OpenConfig models.

A Go-based MCP server example demonstrating correct usage of go.mod and build/run commands.

Access real-time Go package documentation from pkg.go.dev.

MCP server to provide golang packages and their information from pkg.go.dev

MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

A plugin for modular communication between external processes and the Godot game engine.

Provides Godot documentation to a RAG model using a vector database.

A Go library for building clients and servers using the Model Context Protocol (MCP).

Manage Google Apps Script projects, including creation, editing, deployment, and execution. Requires Google Cloud credentials for authentication.

Automate Google Jules, the AI coding assistant, for tasks like code reviews, repository management, and AI-powered development workflows.

Collection of Google's official MCP servers

Integrates Google Tag Manager to automate GTM configuration and component creation through natural language prompts.

Developer documentation for Google Workspace APIs

Go-based SBOM, vulnerability, and secret scanner with MCP support.

Generate high-quality AI images with OpenAI's GPT-Image-1 model and save them directly to your local machine.

A Python-based MCP server that provides tools to get cat images, either as a direct PNG or a URL for Markdown display.

Find and decompile classes within Gradle dependencies.

Search dashboards, investigate incidents and query datasources in your Grafana instance

Access and manage Grafana resources, including dashboards, datasources, Prometheus, Loki, and alerting.

A server for querying Loki logs from Grafana.

An interactive graph analysis toolkit with web visualizations and AI-powered analysis capabilities.