最多同时对比 4 个 SERVER

MCP Server 选型对比

把评分、权限、风险和适用场景放在同一张表里，快速判断哪个更适合你。

Filesystem MCP Server Context7 MCP ClickHouse NPM Sentinel MCP Server Vault Cortex MCP Server MartinLoop MCP Server Playwright MCP Hevy MCP GitHub MCP Server Chrome DevTools MCP Firecrawl MCP Server FastMCP BioMCP ChEMBL MCP Server CodeInspectus MCP Server 1Password MCP Server OrangePro MCP Server Universal Crypto MCP Compartment MCP Toolbox for Databases DBHub Supabase MCP Server DuckDuckGo Search MCP Server Exa MCP Server MCP Inspector Neon MCP Server ContextStream MCP Server Grafana MCP Server Basic Memory Backlog.md Garmin MCP Server Couchbase MCP Server deja-vu DaVinci Resolve MCP Server Argo CD MCP Server Mapbox MCP Server Amazon ECS MCP Server Local Deep Research (LDR) MCP Server Telegram MCP Server MongoDB MCP Server Hostinger API MCP Server Paddle MCP Server Directus Content MCP Server DexPaprika MCP Server Claudinho MCP Server Memory Journal MCP Server Affiliate Networks MCP MediaWiki MCP Server Zotero MCP VictoriaMetrics MCP Server Google Search Console MCP Server Roam Code MCP Server Maven Tools MCP Server Sem TradeMemory Protocol Comfy MCP PostgreSQL MCP Server MCP Python SDK OpenChatCut OKX Agent Trade Kit Coolify MCP Server Docker MCP Gateway Clawd Cursor Obsidian Web MCP Figma Flutter MCP Server draw.io MCP Server Roslyn CodeLens MCP Server Safe Docx MCP Server Tako MCP Server GEML MCP Server Agentpack SEC EDGAR MCP Server Repomix Entroly SocratiCode Prometheus MCP Server Opik MCP Server Search1API MCP Server Hyper MCP OpenFlowKit MCP Server Nextcloud MCP Server ARC-1 GitMCP Help Scout MCP Server DBMCP Database MCP Server Bilig WorkPaper Server enquire-mcp MCP Server for WinDbg Crash Analysis Codex Slides MCP Fiscal Brasil Apple Health MCP Server GitHub MCP Server Atlassian Rovo MCP Server GBrain Dembrandt SonarQube MCP Server Repowise Elevenlabs MCP Hevy MCP Server Memorix Graphlit MCP Server Reloaderoo Mcpc FSB MCP Server Shadcn UI MCP Server UniFi Protect MCP Yahoo Finance Playwright MCP Server Blockscout MCP Server Remem MCP Server Nakkas MCP Server Infobip MCP Servers Kinocut OmniFocus MCP Server 12306 MCP Server Semiotic TradingView MCP Pubmed MCP Server Docs MCP Server (Grounded Docs) Terraform MCP Server Webclaw Kastell dbt MCP Server MCP ECharts Fabric RTI MCP Spec Workflow MCP FXHoudini MCP Server reMarkable MCP Server Jupyter MCP Server SAP Docs MCP Server Arxiv MCP Server Octocode MCP - AI Context Platform Perplexity API Platform AI Native Lang (AINL) Azure DevOps MCP Server Figma MCP Server Apify MCP Server Obsidian Local REST API Daiso MCP ChMonitor Alibaba Cloud DevOps MCP Server Perplexity MCP MCP CLI AI Vision MCP Server tfmcp Notion MCP Server Jina AI Remote MCP Server A-Share MCP Server PagerDuty MCP Server Rootly Aiven MCP Server Infrawise MCP Server Bilibili MCP Server CLIO Slurm Callimachus WhatsApp Channel for Claude Code Token Optimizer MCP Anytype MCP Server DrissionPage MCP Server DeepSeek MCP Server SEO Skill MCP Server MCP TypeScript SDK Home Assistant MCP Server Codebase Memory Clasp Figma Console MCP OpenClaw MCP Server GladeKit MCP Vibe Check MCP Agency Orchestrator PMB AI Supergateway MCPorter CopilotKit Bazi MCP ClawBio Access MCP Server TomTom Maps MCP Server Kubernetes MCP Server Harness MCP Server Fastify MCP Server Appwrite MCP Server Perfetto MCP Server Better Notion MCP Server DeepSeek MCP Server HDF5 MCP Server OpenAlex MCP Server Next.js DevTools MCP Google Search Console MCP Server Testkube MCP Server MARM Memory MCP Server OKFy MCP Server MCP Hub Puppeteer MCP Server Anki MCP Server Claudian Alpaca MCP Server Trinity Auth0 MCP Server MCP Open Library BigQuery MCP Server Paper Search MCP TreeMap Disk Visualizer AI Security Crew Taskade MCP Server TradingView MCP Server Datadog MCP Server WebdriverIO MCP Server EduBase MCP Server Brandsystem MCP YouTube Data MCP Server witness Form.io Agentic Coding Toolset Lat MCP Server DebugMCP Google Analytics MCP Server MCPProxy Octocode MCP Server Ask LLM Claude MCP Server SearXNG Search Pi MCP Adapter MCP Local RAG PDF Reader MCP Git MCP Server Kubernetes MCP Server Microsoft 365 MCP Server Spotifyscraper MCP Abap Adt Spotify Streamable MCP Server Godot MCP Server Astro MCP UniFi Access MCP Salesforce DX MCP Server Airtable MCP Server Google Drive MCP Todoist MCP Server Arm MCP Server Notion MCP Server DollhouseMCP ThumbGate MCP Server Heimdall MCP Server Galaxy MCP Server Claude Real Video MCP Server LINE Bot MCP Server GraphARC Headroom MCPVault GitLab MCP Server Korean Law MCP Finance Toolkit Obsidian MCP Server MetaMCP MCP Apps Sentry MCP Server MCP redis MCP Server Motherduck Wenyan MCP Server Adobe Premiere Pro MCP Atlassian Dc MCP Jira ClinicalTrials.gov MCP Server Prism Coder ntfy-me MCP Server Keep MCP Server CRASH UniFi Network MCP MCP Server for Excel MCP Email Server GrowthBook MCP Server GreptimeDB MCP Server GeneXus MCP Server CLIO Pandas Avito MCP Server Memora Agentic Threat Hunting Framework MCP Server RLM Tools BSL MCP Server Omnisearch MCP Server Photoshop MCP Brave Search MCP Server JS Reverse MCP Agent Device Cloudflare MCP Server Agent Skills MCP OpenPencil MCP Server Firebase MCP Server Blender MCP Crowdsentinel MCP Server Apple Docs MCP Server MCP Metabase Server Oxylabs MCP Server Outlook Desktop MCP CloudBase AI Toolkit LINE OA MCP Ultimate FreeCAD MCP Server Kordoc Anansi MCP Server Figma UI MCP SEC EDGAR MCP Server Shodh-Memory MCP Server OpenAI Apps SDK Examples MCP Teams Server Semantic Notes Vault MCP PubChem MCP Server Hyperresearch MCP Server Neo4j Knowledge Graph Memory Server Kindly Web Search MCP Server Piia Engram Unity API Documentation MCP Server Network Sketcher (Local MCP) Ask Antigravity MCP Server Ask LLM MCP Server Slack MCP Server Gemini CLI n8n MCP Server Firefox DevTools MCP Bright Data Web MCP Agent Scan MCP Server Trello HackMD MCP Server Debugg AI MCP Server Home Assistant MCP Contentful MCP Server Xberg Neo Chat DartLab DreamGraph CLI for Microsoft 365 MCP Server Idea Reality MCP Tavily MCP Server Open Cowork Fortress MCP Server Gmail MCP Server MCPJam Inspector Alby Bitcoin Payments MCP Server C64 Bridge MCP Server CLIO Plot MCP Server RPG Maker MV Ultimate MCP Nauro ClipForge MCP Server Wigolo Framelink MCP for Figma Serena MCP: the IDE for your agent mcp-use Inspector Mindwtr MCP Server Dbx Second Brain Hf MCP Server MiniMax MCP Agent Recall Ads D365 F&O MCP Server CrawlSEO MCP Server Word MCP Live MCP Database Server llmwiki MCP Server Airbnb Search & Listings MCP Server JobSync MCP Server Decodo MCP Server Slack MCP Server Hive Intelligence MCP Bilig WorkPaper CLIO Node Hardware Ctxlint Vexa MCP Server OtaKit MCP Server MCP Handler YouTube Transcript MCP Server Tableau MCP Server MCP Appium Mengram MCP Server MCP C# SDK Funasr MCP Google Workspace MCP iOS Simulator MCP Server Cloudflare Agents VoiceMode EmailMD MCP Server Context Google Maps MCP Server mcp-knowledge-graph Atomic-Mail MCP MCP Server infranodus FileScopeMCP Replicate Flux MCP Atlassian Bitbucket MCP Server Google Ads MCP Server OneDrive CLI QMD MCP Server TerraVision MCP Atlassian Codacy MCP Server Bitbucket Server MCP Shopify MCP Server BountyLens MCP Server KiCad MCP Server LogClaw MCP Server Sleepwalker IWE Neo4j Cypher MCP Server Memory Vault Blockbench MCP ClaudeR Google Drive MCP Server StackQL MCP Server Ref MCP World Monitor ComfyUI MCP MeiGen AI Design MCP Adeu Postman MCP Server OpenNews MCP Butterbase NotebookLM MCP Server Nowaikit Trvl Anki MCP Server Addon AniList JetBrains MCP Proxy Server X-use Honcho BetterDB MCP Server Joplin MCP Server monday.com MCP Server Storybook MCP Addon CLIO Compression CLIO Lmod CLIO Parquet Druid MCP Server Himalayas MCP Server Analook MCP Server ONLYOFFICE DocSpace MCP Server ITASCA MCP Server PaperGraph MCP mcptoon Ask Gemini Ask Grok MCP Server Context Mode CodeMunch MCP OmniRoute Notion MCP Server MCP Server Chart Kaneo Desktop Commander Confluent MCP Server WhatsApp MCP Korea Stock MCP MCP Server Tauri MCPCap DINO-X MCP Server Buildkite MCP Server Atom of Thoughts MCP Server SearXNG Mul MCP Comet MCP Agent Swarm Reversecore MCP Code Pathfinder Flutter Skill Telnyx MCP Server Supadata MCP Server Firebase MCP Server MCP Atlassian Server CLIO Web MCP Server ByteAsk Embedded MCP Inkeep Agents CRW Web Scraper ZeroToken Adobe Premiere Pro MCP Bridge Mirobody MCP Server Microsoft Data Factory MCP Server Ask Ollama MCP Server Unreal Engine MCP Server MCPO TUUI Talk to Figma Mastercard Developers MCP LLM Context Google News MCP Server CalDAV MCP Server Teams MCP ContextWeaver TradingView MCP Bridge MDN MCP Server kintone MCP Server Todoist MCP Server CLIO Arxiv MCP Server CLIO ParaView MySQL MCP Server MCP Analytics Scan MCP MCP 3D Printer Server VideoNote MCP Ghost MCP Server Scrapling OpenConnector Kubeshark Draw.io MCP Server DeepChat oh-my-openagent Chat UI Hass MCP Server SSH Manager MCP Server Lm ScrapeGraph MCP Server Bitbucket MCP Server Selenium MCP Server Attio MCP Server Raindrop MCP Server BoardGameGeek MCP Server Dexto IronCurtain Intervals.icu MCP Server MisakaNet MCP Server Codebase Memory Hyperbrowser MCP Server Twelve Data MCP Server HOPX MCP Server CLIO Seismic DeskcommCRM Unreal Engine API Documentation MCP Server Ansible Automation Platform MCP Server GitGuardian MCP Server MCP Interviewer 3ds Max MCP Server Ask Codex MCP Server Microsoft Work IQ Netdata MCP Server XcodeBuildMCP OpenMetadata Open WebSearch Xquik MCP MCP Read Website Fast MCP Observatory OpenAPI Proxy MCP Server Kibana Bifrost MCP Server Bonsai MCP MCP Nest ToolUniverse MCP Server T3MP3ST MCP Server OKX Agent Trade Kit LangGraph.js AI Agent Template MCP Prompts Hummingbot MCP Server Quant2Ptrader MCP Server MemoryLens MCP Telegram API MCP Server Chat On Steroids Orkas Neo4j Data Modeling MCP Server MyFitnessPal MCP Server Chinese Sensitive Words MCP Server Bicep MCP Server Darknet MCP Server CodeGraphRAG Screenpipe MySQL MCP Server Markdownify MCP Server CVE MCP Server Query MCP Safari MCP LobsterAI Claude Code Haha (cc-haha) Claude Mem FinanceMCP Docling MCP Google Calendar MCP Server Unity MCP Server MCP Screenshot Website Fast Crawlie Atlassian Dc MCP Bitbucket YALC gotoHuman MCP Server Crawlbase MCP Server Weather MCP Server pg-aiguide FasterGH YOLO Flyto2 Core Reicon MCP Server X Reader MCP Server Web Search MCP Server LLM Checker MCP Server Axion Planetary MCP CLIO Spack OpenTabs FrontMCP DataForSEO MCP Server Web Scout MCP OpenTwitter MCP Server Claw Orchestrator Glif MCP Server Universal DB MCP Pare Build email-mcp WeChat MCP Server Xero MCP Server OpenRouter MCP Server PaperBanana Cloudflare MCP Server Mantishack Agent Security Scanner MCP Server Redash MCP Server ServiceNow MCP Server Postman MCP Server Claude FAF Relaticle CUGA Generalist Agent Harness Emilia Protocol MCP Server Salesforce MCP Server Unraid MCP Pare Git FastAPI-MCP MCP Boilerplate Postgres MCP Pro PiAPI MCP Server Chroma MCP Server Context+ MCP Server Hivemind After Effects MCP Server Mindpilot MCP Grok Search MCP Bugsy MCP Server UniFi MCP Server Snowflake MCP Server (OSS, Deprecated) Delimit MCP Server SLayer LaunchDarkly MCP Server TalkToFigma Mirage Cloud Run MCP Server OpenWA Windows MCP Claude Task Master Beever Atlas Mermaid MCP Server Yahoo Finance MCP Server Teradata MCP Server Fast Filesystem MCP Rohlik MCP Server QA Skills MCP Server Eth Labels MCP Server Unusual Whales MCP ROS MCP Server Litter-Robot MCP Server Trello MCP Server WayStation MCP Server Frihet ERP MCP Server AI as Workspace Gemini MCP Tool Agent Reach MCP Server Browser UI-TARS Filesystem MCP Server LetsFG Nova3D Pinecone MCP Server Codescene MCP Server DeepImageSearch Codex MCP Server LivePilot Pare Search AutoCAD MCP Server Human MCP Infisical MCP Server Stitch MCP TypeUI Solana MCP by Vybe NeuroLink MetaTrader MCP Server Licinexus MCP Server OpenOSINT AssetOpsBench Stripe MCP Fuck-U-Code Pare Bazel Memory Bank MCP Server Trade It WorldWideView EmperorClaw OpenPaean JARVIS MCP Server Witsy MCP Browser Agent Desktop Touch MCP SpotDB MCP Server BlackVeil DNS & Email Security Scanner Neo4j Aura Manager MCP Server Binex MCP Server Trigger.dev MCP Server Dokploy MCP Server Kode CLI AionUi Craft Agents MCP Scanner Maverick MCP JSHookMCP Airtable MCP Server NSE India MCP Server Pare Npm Pare Swift Swiss Caselaw n8n Workflow Builder MCPControl Bear Notes MCP Server Soul Atomic Agent Managed Agents MCP Server Figma MCP Server K8M MCP 服务器管理 MCP for Beginners TypeScript Sample XMCP Token-Goat AI Experiment Logger MCP Server Excalidraw MCP Server Sceneview MCP Cloudflare Workers Next.js SaaS Template Agent Hermes Atlas MCP Server MCP Ts Core Pare Jvm CKB Robinhood for Agents Ableton MCP Extended NocoDB MCP Server HyperTool MCP Fetcher MCP Server Interactive Brokers MCP Server Playwright MCP Medusa MCP Server Agentic Flow Context7 TVScreener MCP Server MongoDB MCP Server e2a MCP Server IBM i MCP Server MCP Framework Pare Dotnet M365 Assistant MCP Server Stock Trade MCP Server AKShare One MCP CircleCI MCP Server Make MCP Server Octagon Deep Research MCP MCPHub Jira MCP Server Blitz Strike Meta Ads MCP Excel MCP Server GitHub PostHog FlyEnv EVM MCP Server Asana MCP Server LunchMoney MCP Server Xcodebuild MCP Server Maxun MCP Server Gemini Skill AppleScript MCP Server OPC UA MCP Server KSail Todoist MCP Server n8n MCP Client Node Pare Lint Blender Open MCP BrowserStack MCP Server MCP Connect Canvas MCP Server Atlassian Jira MCP Server Haiku RAG Shrimp Task Manager Investor Agent MCP Server Babysitter MCP Server Search MCP Server Mobile MCP Quackback Pare Deno Pare Process Pare Python Home Assistant MCP Server Octagon MCP Server Agent Governance Toolkit MCP Server Smart Composer Fetch MCP Server Gemini Search MCP QuantConnect MCP Server HyperChat Spotify MCP Server ChatOllama AgentCat kogiQA MCP Confluence Data Center MCP Server Pare Go Varlock Docs MCP Server Volcano Agent SDK Ableton MCP Server ArcadeDB MCP Server Praisonai Bookworm Mcptools Minecraft MCP Server ToolHive Atlassian Confluence MCP Server Radzen Blazor MCP Prophet Trader Arion Blender MCP Server HTTP MCP Server UI-TARS Desktop MCP Server mgrep Automotive 3D wacrm MCP Server Shopify MCP Server Openbrand Laravilt MCP Server Pare Infra Pare Ruby Scira MCP Chat MCP Defender Unstructured API MCP Server gflow-cli MCP Server Filesystem MCP Server Healthcare 3D Sketchup MCP EdgeOne Makers MCP Server Bankless Onchain MCP Server NextCRM MCP Server OpenClaude Improved MiniClaude Linear MCP Server WeChat MCP Server kubefwd Upsonic Serena BSL Language Server Neo.mjs Agent OS AIWG Mobile MCP BrowserOS MCP Server autoMate Pare Cargo TikTok MCP o3 Search MCP Server Predictive Maintenance MCP Server XActions LobeHub Open ChatGPT Atlas Protocol Launcher Reddit MCP Buddy Browser Use Dive Claude Code Explorer MCP Datadog MCP Server MCP TypeScript Core Server OpenNutrition MCP Server Rerun 3D Keinsaas Navigator Create MCP Kit Pare DB Pare HTTP QuickBooks Online MCP Server Intlayer MCP Server Prompts.chat Unraid Pare Github Pare Security MCP Router Kilo Code Open Agent SDK (TypeScript) AGNT Pare Test Dex Trade Agent Kit QGISMCP AgEnD Cherry Studio NextChat Pare Docker Pare Nix Apple RAG MCP Domain Memory Agent Gaming 3D Houdini MCP Server Harnss ChimeDeck MCP Server NAS-Server-1 PowerBIReportServer Design To Code Workflow Orchestrator Onyx Open Agent Builder Anything Analyzer MCP Server SSE MCP Server Example Pare Bun Claude Code Source React MCP MCP Jobs Pare Make Daydreams Off Grid AI Lumera Agent Memory Pare Cmake Dart MCP Server Pare Remote Lobe Chat Pro Project Health Auditor Netdata BIND Query Server Hugging Face MCP Server AI Experiment Logger Conversational API Debugger Call.md Python-Use Claude Code Explorer MCP Claude Code Source Restoration (CC) Interior Design 3D Coach Watts Spline.design MCP Server

对比维度	Google Ads MCP Server用于与 Google Ads API 交互的官方 MCP 服务器	BioMCP统一的命令行语法，接入约30个可信生物医学数据源。
FMRS	56 / 100 · C	75 / 100 · B
可靠性	10 / 20	10 / 20
安全与权限	10 / 20	16 / 20
维护活跃度	12 / 20	18 / 20
文档质量	12 / 20	17 / 20
安装易用性	12 / 20	14 / 20
适合谁	营销人员数据分析师使用 AI 助手管理 Google Ads 账户的开发者需要自动化广告报告和分析的团队	生物医学研究人员临床医生使用AI代理进行生物医学文献检索和数据分析的用户
不适合谁	没有 Google Ads 账户或没有有效开发者令牌的用户无法访问生产账户的测试令牌用户需要直接修改广告预算或出价的用户（服务器只提供查询和元数据功能）完全离线的环境（需要访问 Google Ads API）	需要实时写入上游数据库的用户（只读）需要闭源数据集直接访问的用户（如COSMIC不可直接集成）需要无密钥访问所有高级功能的用户（部分需要API密钥）
所需权限	需要 Google Ads API 的访问令牌，通常通过 OAuth 2.0 提供需要开发者令牌，至少具有 Explorer 访问权限需要 Google Cloud 项目中的 Google Ads API 已启用凭据必须包含 adwords 作用域	需要访问互联网以查询公共生物医学API 可选的API密钥（NCBI、Semantic Scholar、OpenFDA等）用于提高速率限制或解锁功能本地读/写访问以存储技能、缓存和本地研究数据（`~/.local/share/biomcp`）
风险与副作用	服务器会将您的广告数据暴露给连接的 AI 代理或 LLM API 调用可能包含敏感的业务数据如果密钥泄露，可能导致未经授权的访问存在配额和速率限制，过度使用可能导致服务中断	上游API速率限制可能影响性能某些数据源（如KEGG）的使用条款限制非学术用途需要API密钥的功能（如OncoKB）在缺少密钥时可能不完整本地安装的二进制文件需要定期更新以保持兼容
支持客户端	Antigravity CLI, Antigravity Code Assist, Claude Code, Cursor, VS Code with Copilot	Claude Desktop, Claude Code, Codex, Other MCP stdio clients
工具能力	3	11