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按用途浏览 MCP 服务，一句话了解功能；用途说明来自 awesome-mcp-servers 清单，尚未逐个测试。（第 9 页）

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  1. aparajithn/agent-scraper-mcp

    （英文原文）Web scraping: clean content extraction, CSS-selector scraping, Playwright screenshots, link and metadata extraction, and Google search.

    浏览器自动化

  2. aparajithn/agent-utils-mcp

    （英文原文）Utility tools with x402 micropayments: JSON validation, base64, hashing, UUIDs, regex testing, Markdown and datetime conversion, cron parsing and JWT decoding.

    开发者工具

  3. apatureai/bastion

    （英文原文）Design review of rendered UI for coding agents: submit a preview URL, get findings with element references and recheck after fixing.

    开发者工具

  4. apecloud/ApeRAG

    生产级RAG平台，结合Graph RAG、向量搜索和全文搜索。

    知识与记忆

  5. AperionAI/shield

    （英文原文）Local guardrail proxy for MCP servers: blocks destructive tool calls, pins tool catalogs against rug pulls and scans for tool poisoning and prompt injection.

    安全

  6. api7/aisix

    （英文原文）Self-hosted MCP gateway fronting upstream servers with per-tool access control, guardrails, rate limits and usage logs; also proxies LLM and A2A agent traffic.

    聚合器

  7. api7/apisix-mcp

    支持对 Apache APISIX 网关中所有资源进行查询和管理的 MCP 服务。

    开发者工具

  8. apiarya/wemo-mcp-server

    （英文原文）Local control of WeMo smart home devices without the cloud: discovery, dimmer brightness, device renaming and HomeKit codes.

    家庭自动化

  9. apify/actors-mcp-server

    使用超过 3,000 个预构建的云工具（称为 Actors）从网站、电商、社交媒体、搜索引擎、地图等提取数据。

    其他工具和集成

  10. apinetwork/piapi-mcp-server

    PiAPI MCP服务器使用户能够直接从Claude或其他MCP兼容应用程序中使用Midjourney/Flux/Kling/Hunyuan/Udio/Trellis生成媒体内容。

    其他工具和集成

  11. apireno/DOMShell

    （英文原文）Browse the web with filesystem commands (ls, cd, grep, click) by mapping Chrome's accessibility tree to a virtual filesystem via an extension.

    浏览器自动化

  12. APOGEOAPI/apogeoapi-mcp

    （英文原文）Geographic data and live exchange rates: countries, states, cities, IP geolocation and currency rates.

    位置服务

  13. appcreationsca/bumpguard-mcp

    （英文原文）Dependency-upgrade impact analysis for Python and .NET: which API usages break, with line numbers and fix hints, plus detection of hallucinated API calls.

    开发者工具

  14. AppVisionOS/apple-search-ads-mcp

    （英文原文）Apple Ads (formerly Apple Search Ads) Campaign Management API: campaigns, ad groups, ads, creatives, keywords, reports, budget orders and multi-org support.

    营销

  15. appwrite/mcp

    （英文原文）Manage Appwrite databases, auth, users, functions, storage, messaging and more.

    数据库

  16. araa47/jupiter-mcp

    （英文原文）Jupiter API access: trade Solana tokens, check balances, search tokens and create limit orders.

    金融与金融科技

  17. aradar46/reuse-before-generate

    （英文原文）Checks if a project idea already exists on GitHub, npm or Python repositories and suggests maintained alternatives to extend instead of scaffolding anew.

    开发者工具

  18. ARADIA-systems/aradia-mcp-server

    （英文原文）On-premise private AI systems from ARADIA on NVIDIA DGX hardware: hardware sizing, ROI modeling, partner onboarding, procurement and order tracking.

    开发者工具

  19. aranjan/kite-mcp

    （英文原文）Trade Indian stocks on Zerodha Kite: holdings, orders, quotes and GTT triggers, with automated TOTP login.

    金融与金融科技

  20. arbengine/mailbox-mcp

    （英文原文）Physical mail API for AI agents: send letters, certified mail, postcards and batch mailings with cost previews, approval controls, tracking and webhooks.

    通信与协作

  21. @arbitova/mcp-server

    （英文原文）Non-custodial on-chain escrow with AI dispute arbitration for agent-to-agent USDC payments on Base.

    金融与金融科技

  22. ArcadeData/arcadedb

    （英文原文）Built into ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin and MongoDB QL support.

    数据库

  23. arcadia-finance/mcp-server

    （英文原文）Manage Uniswap and Aerodrome liquidity positions with leverage, automated rebalancing, and yield optimization on Base, Unichain, and Optimism.

    金融与金融科技

  24. ArchAI-Labs/fastmcp-sonarqube-metrics

    （英文原文）Retrieve SonarQube project information: current and historical metrics, issues and health status.

    开发者工具

  25. Archerkattri/mathlas

    （英文原文）Math tools for agents: theorem search, PSLQ constant identification, OEIS lookup, Lean kernel checks and applicability checklists.

    数据科学工具

  26. archoor/painspotter-mcp

    （英文原文）Startup and product opportunities mined from Reddit, Hacker News, Product Hunt and Stack Exchange: pain points, trending themes and commercial scores.

    科研

  27. aresyn/codex-control-plane-mcp

    （英文原文）Control plane for long-running Codex Desktop tasks: submit asynchronously, poll state, approve Plan Mode, recover retries and search SQLite-backed history.

    编程智能体

  28. areweai/tsgram-mcp

    TSgram: 在 TypeScript 中实现的 Telegram + Claude，支持手机端访问本地工作区。

    通信与协作

  29. argosvix/mcp-server

    （英文原文）Observability for AI agents: LLM cost, errors and latency across OpenAI, Anthropic, Gemini and Mistral, plus alerts, budget gates, evals and safety checks.

    监测

  30. ariadng/metatrader-mcp-server

    （英文原文）Execute trades on the MetaTrader 5 platform.

    金融与金融科技

  31. arian-gogani/nobulex

    （英文原文）Proof-of-behavior enforcement for AI agents: define permit/forbid/require rules, enforce them at runtime and keep hash-chained, tamper-evident audit logs.

    安全

  32. ariekogan/ateam-mcp

    （英文原文）Build, validate and deploy multi-agent AI solutions on the ADAS platform: design skills with tools and manage the solution lifecycle.

    聚合器

  33. arifur9993/attendance-engine-mcp

    （英文原文）Deterministic workforce attendance calculations: overtime, overnight shifts, rotating rosters and California wage-and-hour compliance.

    办公与生产力

  34. arikusi/deepseek-mcp-server

    （英文原文）DeepSeek AI chat and reasoning with multi-turn sessions, function calling, thinking mode and cost tracking.

    聚合器

  35. arikusi/nakkas

    （英文原文）SVG art engine controlled through JSON config: CSS keyframe and SMIL animations, parametric curves, filters, gradients and PNG preview.

    艺术与文化

  36. arjun1194/insta-mcp

    （英文原文）Instagram analytics: account overviews, posts, followers and following lists, post insights, and search for users, hashtags or places.

    社交媒体

  37. ark-forge/arkforge-mcp

    （英文原文）Third-party certifying proxy that signs any HTTP call with an independent Ed25519 signature, RFC 3161 timestamp and Sigstore Rekor anchor.

    安全

  38. ark-forge/mcp-eu-ai-act

    （英文原文）EU AI Act compliance scanner that detects regulatory violations in AI codebases, with risk classification and remediation guidance.

    法律

  39. ARKALDA/hejdar-mcp

    （英文原文）Runtime policy enforcement for AI agents: evaluate actions against organization policies before execution, in observe or enforce mode.

    安全

  40. armorwallet/armor-crypto-mcp

    （英文原文）Interface with multiple blockchains: staking, DeFi, swaps, bridging, wallet management, DCA, limit orders, coin lookup and tracking.

    金融与金融科技