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 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对比维度	CLIO Pandas基于 pandas 的 LLM 高级数据分析工具	Filesystem MCP Server安全地读写本地文件与目录
FMRS	60 / 100 · C	84 / 100 · B
可靠性	10 / 20	17 / 20
安全与权限	12 / 20	16 / 20
维护活跃度	14 / 20	16 / 20
文档质量	12 / 20	17 / 20
安装易用性	12 / 20	18 / 20
适合谁	科研人员和数据科学家，希望通过自然语言进行复杂数据显示分析在 HPC 环境中进行快速数据探索和清洗，避免编写重复代码 AI 辅助的数据预处理和特征工程任务	需要让本地 AI 助手处理明确目录中的文件希望通过目录白名单控制数据范围的个人和开发团队
不适合谁	需要实时流数据处理或分布式计算的大规模分析场景需要可视化图表输出（该服务器仅提供数据操作，不含绘图功能）非 pandas 用户或对 Python 数据分析不熟悉的人员	无法接受模型读取本地文件内容的高敏感环境需要多人共享远程文件服务的场景
所需权限	该服务器通过 stdio 使用本地文件系统读写，因此可读取和写入 AI 对话中指定的 CSV、Excel、JSON 等文件执行过程中会运行 pandas 或 numpy 代码，消耗本地 CPU 和内存资源	对配置中列出的本地目录拥有读取权限使用写入、移动等工具时需要相应文件系统写权限
风险与副作用	加载超大型文件可能导致内存不足或客户端响应缓慢，建议使用 profile_csv 先行探查数据规模用户提供的数据可能包含敏感信息，文件路径和内容会被发送给 AI 模型，请注意隐私作为研究性项目的一部分，服务器并非官方 pandas 支持，可能包含未完全覆盖的边界情况	授权目录中的敏感文件可能进入模型上下文写入或移动工具会真实改变本地文件，应限制授权路径并保留备份
支持客户端	Claude Desktop	Claude Desktop, Cursor, Cline, Windsurf
工具能力	16	6