Discover Awesome MCP Servers

cc-delegate

Delegates heavy development tasks from a supervisor to an autonomous worker on a cheaper model via MCP, with isolated git worktrees and provider-agnostic support.

google-maps-mcp-server

Production-ready MCP server for Google Maps Platform APIs, providing 11 tools for directions, places, geocoding, traffic, and road data to empower AI agents with location intelligence.

PyMC Marketing MCP

Provides a controlled interface for Bayesian Marketing Mix Modeling, letting AI agents validate datasets, fit and diagnose MMMs, analyze channel contributions and ROI, simulate and optimize budgets, calibrate with lift tests, and cross-validate models—all with statistical verification, uncertainty reporting, and full provenance.

mcp-web-tools

Provides web search and content extraction tools for AI assistants, with zero configuration and swappable backends.

TradingView MCP

An AI trading copilot that connects to TradingView Desktop via CDP, offering 84 MCP tools, 32 slash commands, Telegram alerts, and Dhan broker bridge for automated trading assistance and analysis.

mcp-test

just a test

Memory Server with Qdrant Persistence

Qdrant를 사용하여 시맨틱 검색으로 지식 그래프 표현을 용이하게 하고, 시맨틱 유사성을 위한 OpenAI 임베딩을 지원하며, 파일 기반 그래프 영속성을 통해 강력한 HTTPS 통합을 제공합니다.

Learning System MCP Server

This MCP server provides an AI-driven learning and knowledge management platform that automatically summarizes conversations, manages knowledge graphs, tracks project progress, explores new technologies, and generates study plans through specialized agents.

dual-extract-mcp

Enables structured document understanding of local PDFs via a dual-extract MCP server, combining MinerU text/layout and Qwen3-VL vision with fusion adjudication for field extraction, tables, formulas, and validation. Fully local and offline.

WebLoom Engine

MCP server giving AI agents 86 tools for browser automation via Chrome DevTools Protocol, including navigation, click/fill ladders, network inspection, per-site cracks, and optional marketplace for site-specific knowledge packs.

Hive Civilization Server

Here's the description to paste into Glama when you submit: Hive Civilization MCP Server — production-ready MCP server (2024-11-05, Streamable-HTTP) wrapping the Hive autonomous agent economy. 6 tools: register sovereign W3C DIDs, settle payments across 4 rails (Base USDC · Aleo USDCx · Aleo USAd · Aleo native), create HAHS hiring contracts, verify W3C Verifiable Credentials, list open bounties,

comfy-ae-video-factory-mcp

Enables AI video automation pipeline: ComfyUI image-to-video, FFmpeg processing, After Effects template rendering, review, and multi-platform publishing preparation.

moengage-mcp

MCP server for MoEngage marketing platform, exposing campaign and email-template tools with full campaign targeting filter tree via API-key auth.

mac-use-mcp

Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.

kvc-mcp

MCP server for managing Krystal Voice Caller tenants, including tenant config, DNC, call history, reception captures, digest send-now, Script Author draft chat, contact upload, outbound captures, and test-call tools.

MCP Test

GitHub 연동 MCP 서버

effect-stateless-mcp

A stateless MCP server exposing a greet tool, built with Effect.ts and run on Bun.

mcp-gamedeals

Wraps the CheapShark API to enable game deal searches and price comparisons via MCP, no authentication required.

context-atlas

Enables coding agents to query a local, versioned knowledge graph of a software project, retrieving overviews, context packs, evidence, and explanations to make informed changes.

claude-ask

Enables users to request a second opinion from a locally authenticated Claude Code model via MCP tools, supporting asynchronous jobs with restricted tools for safety.

CrewAI MCP Orchestrator

Transforms any compatible LLM or AI Assistant into a master orchestrator of CrewAI, providing tools to dynamically generate, edit, test, and execute multi-agent systems.

Mattermost MCP Server

Enables Claude to interact with Mattermost through search functionality, user management, channel operations, and team information retrieval. Supports message search by keywords/users/dates, thread viewing, and displays all timestamps in Korean Standard Time (KST).

arch-optimize

MCP server that provides tools for architecture analysis, risk diagnosis, quality metrics, and regression guarding to support AI-driven code review and incremental refactoring workflows.

hugeicons-mcp

Hugeicons 통합 및 문서를 위한 MCP 서버 이것은 다양한 플랫폼에 Hugeicons를 통합하기 위한 도구와 리소스를 제공하는 TypeScript 기반 MCP 서버입니다. 이 서버는 AI 어시스턴트가 Hugeicons 사용에 대한 정확한 지침을 제공하는 데 도움이 되는 모델 컨텍스트 프로토콜(MCP) 서버를 구현합니다.

DeFi Rates MCP Server

Provides AI assistants with access to real-time DeFi lending rates and yield data across 14+ protocols and multiple blockchains. Enables querying borrow/supply rates, comparing platforms, calculating leverage strategies, and finding best earn opportunities.

Photoshop MCP Server

Enables AI assistants to control Adobe Photoshop programmatically through natural language, with state awareness, recipe tools, and a standalone UI.

Drawing Converter (Metric ⇄ Imperial)

Convert technical-drawing PDFs and engineering callouts between metric and imperial — values stamped in place, threads cross-referenced, shop-floor rounding.

rosclaw-vision-mcp

This MCP server gives LLM agents eyes - the ability to see and understand their physical environment through an Intel RealSense depth camera.

Walrus MCP Server

Enables AI assistants to store and retrieve data using the Walrus decentralized storage network. Supports blob storage operations, retrieval by ID, and blockchain-verified availability through the Sui network.

OokCite MCP Server

An MCP server that validates DOIs, formats citations, manages bibliography collections, and catches fabricated references, returning citation metadata only. It works with MCP clients over stdio and supports both basic and API-key-based usage.