6大MCP服务器，让AI开发者从“青铜”秒变“王者”

核心能力：绕过反爬机制，精准抓取动态网页数据

# Tell your AI to grab stuff from a siteCommand: "Get prices from https://sneaker-store.com"

# Bright Data picks the right toolTool: Web ScraperOutput:- Air Zoom: $99- Retro High: $120

GitHub 地址：

https://github.com/brightdata/brightdata-mcp

核心能力：通过知识图谱存储上下文，解决大模型「失忆」问题

# Save somethingCommand: "Note that Alex likes dark mode"Graphiti Action: Adds to the graph- Alex -> Likes -> Dark Mode (May 27, 2025)

# Check laterCommand: "Does Alex like dark mode?"Output: Yeah, Alex is Team Dark Mode!

核心能力：远程解析仓库结构，快速定位代码文件
实战场景：开源项目调研、代码审计、跨团队协作代码查阅

# Check a repoCommand: "What’s the setup of https://github.com/awesome/project?"GitIngest Tool: git_directory_structureOutput:- code/  - script.js- docs/  - readme.md

# Run somethingCommand: "Run app.py"Output: [whatever the script does]

# Tell your AI to run some codeCommand: "Run this Python code"

Code:import numpy as npnums = np.array([5, 10, 15])print(nums.mean())Output: 10.0

# Grab Slack feedbackCommand: "What’s the latest feedback on Slack?"MindsDB Action: Pulls dataOutput:- Sarah: "This rocks!"- Mike: "Eh, needs work."

# Try SQLCommand: "SELECT * FROM feedback WHERE vibe = 'positive'"Output: [happy feedback]

• 开源免费：均可在 GitHub 获取源码，支持二次开发
• 低门槛接入：提供 API 和 SDK，10 行代码完成集成
• 场景全覆盖：覆盖数据采集、存储、代码管理、自动化运维等核心开发环节

• 数据采集优先选 Bright Data MCP
• 对话类项目用 Graphiti MCP做记忆增强
• 代码管理场景试试 GitIngest MCP+ Terminal MCP组合

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