Discover Awesome MCP Servers

MCP System Tools Server

Provides AI agents with tools to retrieve live system statistics (CPU, memory) and safely evaluate basic arithmetic expressions.

pdf4vllm

Enables vision LLMs to read PDFs by automatically detecting text corruption and switching between text extraction and image rendering modes, while preserving reading order and filtering unnecessary images to prevent token overflow.

commerce-validators

Provides real validation and live registry lookups for ecommerce and fintech workflows, including EU VAT, EORI, email domain, IBAN, ABA routing, and GTIN checks.

Oculr MCP

Enables AI agents to create and control real, isolated browser profiles with engine-level fingerprinting and per-profile proxies, providing antidetect browsing capabilities through a Model Context Protocol interface.

Understanding MCP (Model Context Protocol) and GitHub Integration

好的，这是将“A comprehensive guide to setting up and using MCP server with Cursor IDE, including GitHub integration and AI agent configuration.”翻译成中文的几种选择，根据不同的侧重点： **选择 1 (比较直接，适合技术文档):** 使用 Cursor IDE 设置和使用 MCP 服务器的综合指南，包括 GitHub 集成和 AI 代理配置。 **选择 2 (更流畅，更像教程标题):** 如何使用 Cursor IDE 设置 MCP 服务器：包含 GitHub 集成和 AI 代理配置的完整指南。 **选择 3 (强调实用性):** 使用 Cursor IDE 搭建 MCP 服务器：GitHub 集成与 AI 代理配置详解。 **选择 4 (更简洁):** Cursor IDE 与 MCP 服务器：GitHub 集成和 AI 代理配置指南。 **解释：** * **MCP 服务器:** MCP 服务器通常指 Minecraft Protocol 服务器，但如果没有上下文，也可能指其他类型的服务器。 翻译时保留原文，因为不清楚具体指什么。 * **Cursor IDE:** 保留原文，因为是专有名词。 * **GitHub 集成:** GitHub 集成 * **AI 代理配置:** AI 代理配置 * **综合指南/完整指南/详解/指南:** 根据语境选择，都表示 comprehensive guide 的意思。 最终选择哪个翻译取决于你希望表达的重点和目标读者。 如果面向技术人员，选择 1 或 3 比较合适。 如果面向初学者，选择 2 可能更友好。 选择 4 最简洁，适合作为标题。

asmemory

Action-State Memory Engine that records typed events (state values and actions) and provides trend, anomaly, causal, and summary analyses via MCP tools. Enables agent self-tracking and operational monitoring with time-series math.

ark

Self-hosted research vault on Cloudflare Workers with a native MCP server, enabling AI agents to search and (soon) maintain their knowledge base from anywhere.

🚀 Wayland MCP Server

Wayland 的 MCP 服务器 (Wayland de MCP fuwuqi)

@runablejs/mcp

Enables AI coding agents to inspect Runable projects over MCP, providing read-only access to project information and configuration via Runable's inspector.

MCP Tool-Use Reliability Harness

An MCP server that exposes a document store for evaluating agent tool-use accuracy and measuring resistance to indirect prompt injection, with built-in conformance to the 2026-07-28 MCP protocol.

Plotting MCP Server

Transforms CSV data into beautiful visualizations including line charts, bar graphs, pie charts, and world maps. Returns base64-encoded PNG images optimized for AI chat interfaces and assistants.

mcp-pool

Pools multiple API keys for upstream MCP servers to distribute rate limits and provide automatic failover on rate limiting or errors.

minimax-mcp-api

MCP server that wraps MiniMax platform APIs (speech, video, image, music, and file management) as tools over stdio, enabling natural language interaction with MiniMax's AI services.

ms_salespower_mcp

通过 MCP 服务器启用有用的销售用例，以便在任何常见的 AI 聊天中使用。

nor-data/nve-mcp

MCP server that wraps NVE's open GIS data to provide flood risk and landslide risk point lookups, with explicit uncertainty reporting (e.g., 'no data' vs 'safe') and source references.

ghosthunt

GhostHunt is an MCP server that scans your development machine for API keys, tokens, and credentials hiding in places you forgot to check.

Expense Tracker MCP Server

Provides remote expense management and analysis with CRUD operations and summary reports.

MySQL MCP Server

Enables comprehensive MySQL database management including CRUD operations, schema queries, and natural language to SQL conversion support through complete database structure analysis.

Funplay MCP for Cocos

An embedded MCP server for Cocos Creator that enables AI assistants to inspect and operate running Cocos projects through tools like execute_javascript, get_project_info, and screenshot capture.

GLM-4.5V MCP Server

Enables multimodal AI capabilities through GLM-4.5V API for image processing, visual querying with OCR/QA/detection modes, and file content extraction from various formats including PDFs, documents, and images.

DexPaprika MCP Server

Provides real-time access to cryptocurrency and DEX data across multiple blockchains, enabling users to analyze tokens, pools, trading volumes, and perform technical analysis through DexPaprika's API. No API keys required for seamless integration with AI assistants.

opencode-export

Enables AI agents to list, inspect, and export OpenCode AI coding sessions as HTML/JSON archives with secret redaction and token statistics.

Remote MCP Server on Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

consciousness MCP server

A pluggable vector memory server for semantic search and long-term memory, with session-scoped and universal memory tools.

openmc-validator-mcp

An MCP server that provides pre-flight validation and post-processing tools for OpenMC Monte Carlo transport simulations, catching common authoring mistakes before jobs hit the HPC queue.

MCP Research Assistant

A custom MCP server that enables AI assistants to perform comprehensive research tasks, including searching ArXiv, summarizing papers via Groq, managing local research notes, and pushing findings to GitHub.

AI Detection Engineering Platform

An MCP server that enables conversational interaction with Wazuh SIEM, allowing users to investigate alerts, hunt threats, tune false positives, edit rules, and run security actions via natural language.

newdb

NewDB is a unified DaaS intelligence platform and MCP server providing automated verification for Russian individuals, legal entities, and foreign citizens. Connect your AI agents directly to official government and commercial registries, including FNS (taxes & bank blocks), FSSP (enforcement debts), MVD (passport validity), Fedresurs (bankruptcy), and CAD Arbitration courts.

cursor-sdk-mcp

Enables MCP clients to invoke Cursor SDK's agent runtime, run coding agents, list models, and continue conversations.