Discover Awesome MCP Servers

GitHub CLI MCP Server

An MCP server that wraps the GitHub CLI to provide comprehensive access to repository management, pull requests, issues, and workflows. It enables users to perform complex GitHub operations and interact with the GitHub API through a standardized interface.

mcp-gemini-image

An MCP server that provides image generation capabilities using Google's Gemini 2.5 Flash Image Preview model.

DuckDuckGo MCP Server

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. This appears to be a starter template rather than a fully functional DuckDuckGo integration.

AOSP Platform Builder MCP

Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileged system apps, and builds system.img.

BulkPublish

The best free social media publishing and scheduling API. Publish to 11 platforms from a single API call. Schedule posts, upload media, track analytics, and automate your social media workflow.

FontLab MCP Server

Enables AI assistants to interact with FontLab for font design and manipulation, including querying font metadata, creating/modifying glyphs, applying transformations, and exporting fonts.

aria51 MCP Server

Enables AI coding assistants to test web accessibility by scanning URLs, detecting violations, and running focused audits on keyboard navigation, screen reader compatibility, and WCAG criteria — all within the assistant's loop.

General-Purpose Snowflake MCP Server

Enables AI assistants to securely access Snowflake data warehouses through natural language, executing SQL queries and retrieving insights with support for multiple authentication methods.

code-to-tree

code-to-tree

MCP Screen Text

Provides screen capture and optical character recognition (OCR) capabilities for entire displays or specific application windows. It enables users to list running applications, take screenshots, and extract text from images using multi-language support.

Fetch MCP Server

Enables LLMs to fetch and extract web page content as markdown, supporting chunked reading via start_index.

oci-documentation-mcp-server

Enables searching and reading OCI documentation using the Oracle Help Center Search API. Provides tools for finding relevant documentation URLs and reading page content.

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language, supporting operations like sending, searching, and reading emails. It includes comprehensive label management, batch processing, and a streamlined OAuth2 auto-authentication flow.

Apache Zeppelin MCP Server

Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin REST API, supporting operations like listing, searching, editing, and running notebooks.

Swarmia MCP Server

Enables querying Swarmia's Export API for engineering metrics including pull request analytics, DORA metrics, investment balance, and effort reporting through an MCP interface.

tubemcp

MCP server that lets AI agents search YouTube and fetch transcripts.

A2A MCP Server

A centralized server that tracks and manages connected agents, providing a web interface to monitor their status while enabling agent communication through a central point.

Argo CD MCP Server

Enables AI assistants to interact with Argo CD applications, managing clusters, applications, and resources through natural language.

BlackLotus MCP Server

Provides AI tools for generating project planning documents including technical design plans, phase-based task checklists, and detailed role definitions as plain text files.

TickerAPI

Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.

akb

MCP-native knowledge base for AI agents — vault-scoped docs, tables, and files, git-versioned, with hybrid search (BM25 + pgvector dense + reranker) and an event stream so external consolidators / gardeners stay decoupled.

mcp-dataforge

Turns natural language into data pipeline actions using six specialist agents that collaborate through MCP to build, validate, and monitor data infrastructure.

PCQ

Python library for agent-operable experiment evidence and control. Bring any training code

Kedro RAG MCP

An MCP server that enables users to query Kedro framework documentation using retrieval-augmented generation. It builds a local knowledge base from documentation files to help users navigate and apply Kedro's data science pipeline framework.

Microsoft Fabric MCP Server

A Python MCP server that lets you manage Microsoft Fabric through natural language in Claude Code or Claude Desktop, with 77+ tools covering workspaces, lakehouses, warehouses, SQL, DAX, semantic models, notebooks, pipelines, OneLake, and Microsoft Graph.

PC Manager

AI-powered PC management system with 80+ MCP tools for Cursor, Claude, and other AI agents.

llmkit-mcp-server

Query AI spending data from LLMKit. Track costs, budgets, usage stats, and session summaries across 11 AI providers.

acu-mcp

Enables read-only analytics queries on Acumatica ERP data, including sales orders, inventory, shipments, invoices, purchase orders, customers, and OData generic inquiries.

react-perf-mcp

An MCP server that runs parallel AI agents to analyze React components for performance issues, including unnecessary re-renders, memoization errors, bundle size problems, and profiling concerns.

Aviation Weather MCP Server

Provides access to aviation weather data from aviationweather.gov, enabling LLMs to fetch and analyze METAR, TAF, PIREPs, AIRMETs, and other aviation weather information.