Discover Awesome MCP Servers

Looker MCP Server

Provides AI assistants direct access to Looker through a standard MCP interface, enabling querying the semantic model, managing content, editing LookML, and administering users.

Leonardo MCP Server

A Model Context Protocol server that enables AI assistants to generate images using Leonardo AI, supporting both HTTP and stdio communication modes.

s3-mcp

A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and boto3. This server provides access to S3 functionality through MCP-compatible tools.

Unsplash MCP Server

Provides access to the Unsplash API, enabling AI assistants to search and retrieve high-quality photos, browse collections, view photographer profiles, and get photo statistics with advanced filtering options.

Amplitude MCP Server

Enables AI assistants to query and segment event data from Amplitude Analytics via the MCP protocol.

ShipSmart-MCP

A standalone MCP server providing shipping tools like address validation and rate previews through a centralized HTTP interface. It serves as the single source of truth for shipping tool behavior across the ShipSmart platform.

Unreal Engine MCP Python Bridge Plugin

一个实现了 MCP 服务器的虚幻引擎插件，允许 MCP 客户端访问 UE 编辑器的 Python API。

MCP Atlassian Server

Enables AI assistants to interact with Atlassian Cloud APIs for Confluence and Jira, supporting document management, search, issue tracking, and sprint operations through natural language.

Newline MCP

Provides utilities for formatting multi-line shell commands with backslashes for safe pasting and reading system clipboard content.

Redis CRUD MCP Server

Provides comprehensive Redis database operations supporting all major data types (strings, lists, sets, hashes, sorted sets) with full CRUD functionality through natural language commands.

Supadata

Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.

DeepWriter MCP Server

Provides tools for creating, managing, and generating content for DeepWriter projects through a standardized Model Context Protocol interface.

Ghost MCP Server

Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfaces. It provides comprehensive tools for managing posts, members, newsletters, and other site entities through secure JWT authentication.

claude-coder-mac-mcp

Enables Claude Desktop to spawn new Claude Code instances in iTerm2 windows for interactive coding sessions.

Sage Cloud Accounting MCP Server by CData

This read-only MCP Server allows you to connect to Sage Cloud Accounting data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Resume Assistant MCP

An intelligent, zero-cost MCP server that securely parses local resumes and compares them against live job postings for ATS scoring, skill gap analysis, and interview prep.

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

MCP Weather Server

Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current weather conditions and multi-day forecasts for any location using latitude and longitude coordinates.

Frappe MCP Server

Enables interaction with Frappe Framework sites through comprehensive document operations, schema introspection, report generation, and method execution. Provides secure API-based access to create, read, update, and delete Frappe documents while supporting financial reporting and DocType management.

vector-knowledge-graph-mcp

Enables building and querying vector-based knowledge graphs with node and edge management and semantic search.

Miro Universal MCP Server

This repository contains an implementation of an Miro Universal MCP (Model Context Protocol) server. It provides a standardized interface for interacting with Miro's tools and services through a unified API.

Refactor MCP

A Model Context Protocol server that provides powerful regex-based code refactoring and search tools for Coding Agents.

codex-discord-mcp

A local-first Discord bridge for Codex CLI, enabling Discord-to-Codex relay, Codex-to-Discord MCP tools, and hybrid workflows with access control and attachment safety.

boocontext

Generates a comprehensive context map of your codebase to reduce token usage for AI coding assistants. Provides 12 MCP tools for exploring project structure, dependencies, and generating wiki knowledge bases.

Context+

Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.

ghidraMCP

An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.

mcp-data-pa

Enables searching and querying Pennsylvania Open Data datasets via the Socrata API, including dataset search, SoQL queries, and metadata retrieval.

Portuguese Cybersecurity MCP

Enables querying Portuguese cybersecurity regulations, guidance, advisories, and frameworks from CNCS via MCP-compatible clients.