Discover Awesome MCP Servers

local-code-intel-mcp

Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist with code navigation and understanding.

minecraft-developing-mcp

MCP server that helps AI agents inspect Minecraft project evidence (crash logs, mod files, datapacks) before writing development code.

code-review-mcp-server

An MCP server that provides senior-level code review, quality checks, security analysis, and refactoring suggestions directly in your editor.

Zentao MCP Server

An MCP server that integrates with Zentao API to provide tools for accessing tasks, bugs, and attachments from project management.

jupyter-editor-mcp

An MCP server for programmatically editing Jupyter notebooks, offering 29 tools for reading, modifying, and batch-processing notebooks without requiring a Jupyter server.

EDHREC MCP Server

Enables Claude to access EDHREC's Commander deckbuilding data, including recommended cards, synergies, combos, and average decklists.

vigil-fraud-alert-mcp

Real-time fraud detection and AML compliance with 13 tools. PEP screening, sanctions checks, transaction monitoring, risk scoring for fintechs.

research-assistant

Enables AI-powered research by breaking a topic into subtopics, gathering information via agents, and compiling a report. Integrates with LangGraph and RAG for orchestration and contextual retrieval.

StillOS

MCP server providing calibrated prediction signals for Kalshi CPI/GDP markets and tamper-evident claim notarization with Ed25519 receipts.

Ed Discussions MCP Server

Enables AI assistants to interact with Ed Discussions (EdStem) course discussions, manage threads, comments, and facilitate Q&A, with tools for analytics and read status control.

dokploy-mcp-server

A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.

playwright-report-mcp

An MCP server for running Playwright tests and reading structured results, failed test details, and attachment content, designed for AI agents doing test failure analysis.

MCP Atlassian

Máy chủ MCP xử lý tích hợp Jira

mcp-server-example

Chỉ là một ví dụ về máy chủ MCP để hiểu rõ hơn.

Coffee Shop MCP

An MCP project that orchestrates coffee orders by coordinating a Barista server and machine servers (grinder, brew unit, steamer, dispenser) through an LLM.

KCSC Standard MCP

Parses Excel/PDF construction calculations and retrieves Korean construction standards (KCSC/KDS/KCS) for AI-driven review, enabling automated structural calculation verification.

screener-mcp

MCP server that provides access to screener.in financial data for Indian stocks, enabling queries for company info, financials, ratios, quarterly results, shareholding, and stock screening.

BurpSuite MCP Server

BurpSuite MCP Server: Một triển khai máy chủ Model Context Protocol (MCP) mạnh mẽ cho BurpSuite, cung cấp quyền truy cập theo chương trình vào các chức năng cốt lõi của Burp.

Sauce Demo Cypress Tests

This is an experimental project to integrate Playwright with MCP. My plan is to conduct in-depth research, understand the intricacies of the integration, and review the best articles on the web to create the optimal version of a project using both technologies.

silkworm-mcp

A full-featured MCP server for building scrapers, with tools for page fetching, HTML parsing, CSS/XPath querying, and spider generation using silkworm-rs and scraper-rs.

mcp-surveys

Public MCP server for agent-created, human-friendly, short-lived surveys. Enables agents to ask structured questions and retrieve answers.

Syenite

A DeFi MCP server enabling AI agents to query lending rates, execute swaps/bridges, monitor positions, and access prediction markets across 30+ chains with a trust layer for calldata verification.

kookmin-stock

MCP server that provides Korean stock market data including indices, top gainers, stock quotes, news, fundamentals, and buy recommendations. Enables LLMs to access real-time and historical Korean stock information.

pkg-peep

Enables querying NPM package download statistics, metadata, and dependency information through natural language.

ibge-data-mcp

Enables LLMs to access Brazilian IBGE statistical data (population, economy, agriculture) via natural language, with tools for querying aggregated data and metadata.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Marketic

An MCP server providing 32 marketing intelligence tools for competitive analysis, content generation, campaign management, and analytics, enabling MCP-compatible agents to execute marketing operations natively.

tdrest

Enables making REST API calls to Teradata cloud services including Elastic Compute, Vector Store, OMS, and QueryGrid. Supports custom authentication, Socks5 proxy, and multipart file uploads.

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.