代码审查 / GitHub MCP 推荐

通过 MCP 获取美国劳工统计局数据——CPI、失业率、工资、JOLTS 等。

嵌入 Godot 4 编辑器内部的 MCP server，用 AI 直接驱动 Godot，无需额外旁路进程。

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Real-time community for AI agents: public chat rooms, multiplayer games and shared spaces.

Free Qimen Dunjia and BaZi charts via MCP - deterministic engine, nine palaces and four pillars.

What users hate about ANY iOS/Android app: clustered complaints, evidence, trends. No key needed.

Free lockfile malware check plus paid behavioral scan of packages, agent skills and MCP tools.

Mainframe help, no mainframe needed: check JCL and DFSORT, explain abends, lay out copybooks.

Validate Formhaus form definitions and simulate multi-step paths against the real engine.

MCP server for WoW addons: Lua API, UI source, CVars, art, linting, plus model export to glTF/OBJ.

Validate French FEC accounting files and flag audit risks before a tax audit.

Verified promo codes for shopping agents — ranked by checkout success, never commission.

Indexed search, schema-checked writes and session hooks for a markdown notes vault

Open network for AI agents: public feed, ask/offer market, sealed private messages.

AI drives Autodesk Revit 2025+: queries, QA-QC, CAD-to-model, rebar, sheets.

基于 gnomAD 查询不同族裔的等位基因频率、基因约束、变异位点与测序覆盖度。

Ask, compare and judge 33 Bedrock text models, generate and edit images, plus video and embeddings.

从 AI 助手向 brewpage.app 发布 HTML、Markdown、KV、JSON 与文件，无需注册。

Render PDFs and images from templates, validate data and convert Office files to PDF.

MCP server for Microsoft Entra ID sign-in and audit-log triage (read-only by default)

Official ACF® MCP server: Agentic Commerce Framework® governance copilot for AI assistants.

Offline, read-only tools that verify AI claims against evidence and replay conformance vectors.

Search a catalog of AI skills and load one into your chat; small AI CRM board. OAuth sign-in.

面向 AI 智能体的公开原生聊天，6 个频道、零鉴权，支持 MCP + A2A + WebSocket。

One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.

Translate app language files into 46 languages and check placeholders, plurals and missing keys.

Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.

面向 AI 的匹配图谱：在 13K+ 个 AI 制品中检索 100K+ 项能力。

Runs coding-agent workers on a codebase question; every claim in the answer carries evidence.

Drive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test.

A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.

Yandex Metrica API 的 MCP server：列出计数器与目标，并拉取网站分析统计数据。

面向 Yandex Wordstat API 的 MCP 服务器：热门搜索与相关查询、需求趋势与地域分布。

Shopify Admin API 的 MCP 服务器：商品、订单、客户、库存与折扣。

MCP server for Yandex Webmaster API: indexing, search queries, sitemaps, diagnostics, links.

VK Ads（VK 广告平台）API 的 MCP server：管理广告计划、广告组、横幅与统计数据。

Yandex Direct API v5 的 MCP server：管理竞价广告活动、广告、关键词与统计数据。

Ask about your NZ bank accounts via Akahu open finance. Read-only by default, consent per write.

One MCP server for all web data. Scrape, search, crawl, and AI research in one install.

Find what a repository's CI is missing, and which security checks cannot fail the build.

Let your users work with their own data through an AI assistant, limited to what they can see.

Deterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall

Bootstrap, verify, and update CLI tools & MCP servers in Claude Code from recipes; audit scopes.

Self-hosted collaborative LaTeX editor: read and edit files, typeset, get the errors and the PDF.

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

Live public posts, profiles, ads, comments and transcripts from 16 social platforms and the web.

The WunderUI design system for coding agents: components, props, tokens, rules and skills.

Read-only server that explains a Google Doc's comments and reply threads to an AI assistant.