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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 10 页）

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  1. arnavranjan005/mcp-telemetry

    （英文原文）Live telemetry for MCP servers: instrument tool calls and stream their progress (steps, logs, cost) to any connected MCP client, even across sessions.

    监测

  2. arnstarn/mcp-server-spotinst

    （英文原文）Manage Spot.io (Spotinst) Ocean clusters, VNGs, Elastigroups, costs, right-sizing and logs across AWS and Azure accounts.

    云平台

  3. arpitbatra123/mcp-googletasks

    📇 ☁️ - 一个用于连接Google Tasks API的MCP服务器.

    通信与协作

  4. arrismo/kaggle-mcp

    （英文原文）Connect to Kaggle to download and analyze datasets.

    数据科学工具

  5. arsentev-ai/contextburn

    （英文原文）Measures Claude Code session efficiency: the share of tokens that became output versus re-read context, by tokens and cost, from local transcripts.

    监测

  6. arslan2012/qpost-mcp

    （英文原文）Video-first publishing: schedule, publish, update, delete and retry video and image posts on YouTube, TikTok and Instagram.

    社交媒体

  7. ArtBreguez/greeks-mcp

    （英文原文）Live options analytics: Greeks, GEX/DEX and gamma flip, max pain, unusual flow, IV surface, expected move, term structure, a screener and GEX heatmap.

    位置服务

  8. artemchuikin/youtube-mcp

    （英文原文）YouTube transcripts (text, JSON, SRT, VTT, srv3), video and channel search, playlists and large batch jobs.

    搜索

  9. artgas1/yandex-metrika-mcp

    （英文原文）Yandex Metrika Stat, Management and Logs APIs, one tool per method, generated from Yandex's documentation.

    营销

  10. arthiqlabs/vedaksha

    （英文原文）Self-hosted Vedic astrology: natal charts, dashas, vargas, shadbala, ashtakavarga, panchanga, transits, muhurta search, synastry and property-graph export.

    灵性与玄学

  11. arthurpanhku/Arthor-Agent

    （英文原文）Cybersecurity assessment of documents, questionnaires and reports: multi-format parsing, RAG knowledge base, risks, compliance gaps and remediations.

    知识与记忆

  12. arthurpanhku/DocSentinel

    （英文原文）Automate cybersecurity assessment of documents, questionnaires and reports to surface risks, compliance gaps and remediations, using a RAG knowledge base.

    安全

  13. arthurpanhku/DragonMCP

    （英文原文）Greater China local services: Meituan/Ele.me delivery, Didi ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 rail and Taobao/JD shopping.

    物流配送

  14. artmann/package-registry-mcp

    （英文原文）Search and get up-to-date information about npm, Cargo, PyPI and NuGet packages.

    开发者工具

  15. ArturLys/ao3-mcp

    （英文原文）Search Archive of Our Own (AO3) and delegate full-fic reading to Gemini, so recommendations draw on the actual text rather than the blurb.

    艺术与文化

  16. arturogarrido/claudinho

    （英文原文）Live scores, fixtures, standings and read-only prediction-market signals for the 2026 World Cup.

    体育

  17. Arun-kc/schemabrain

    （英文原文）Read-only Postgres access with SQL compiled from your own definitions, PII refusal and a tamper-evident audit chain.

    数据库

  18. arvindand/maven-tools-mcp

    （英文原文）Maven Central dependency intelligence: bulk version comparison, stability filtering, dependency age analysis, release patterns and Context7 upgrade guidance.

    开发者工具

  19. AryanBV/pdf-toolkit-mcp

    （英文原文）Create PDFs from Markdown with tables and formatting, fill forms, merge, split, encrypt and add QR codes.

    其他工具和集成

  20. ashev87/propstack-mcp

    （英文原文）Propstack real estate CRM: search contacts, manage properties, track deals and schedule viewings.

    房地产

  21. ashlesh-t/cognirepo

    （英文原文）Persistent memory and codebase context for coding agents: FAISS vector store, AST symbol index, knowledge graph, episodic journal and cross-agent handoff.

    知识与记忆

  22. ashlrai/webfetch

    （英文原文）License-aware federated image search across many providers, returning license tags, attribution strings, dimensions and download URLs.

    搜索

  23. AshutoshRaj97/agentready-mcp

    （英文原文）Index any website and ask questions about it, with cited answers grounded in its content via RAG.

    知识与记忆

  24. asif-nvc/e2b-sandbox-mcp

    （英文原文）E2B cloud sandboxes: create isolated Linux VMs, clone repos, run commands, manage files and perform git operations without touching the local machine.

    代码执行

  25. askads/mcp-vk-ads

    （英文原文）VK Ads API: manage ad plans, ad groups and banners, and pull statistics.

    营销

  26. askads/mcp-yandex-direct

    （英文原文）Yandex Direct API: manage PPC campaigns, ad groups, ads, keywords, bid modifiers, sitelinks, callouts and vCards, and pull statistics.

    营销

  27. askads/mcp-yandex-metrica

    （英文原文）Read-only Yandex Metrica web analytics: list counters and goals, and pull traffic and conversion statistics.

    营销

  28. askads/mcp-yandex-wordstat

    （英文原文）Read-only Yandex Wordstat keyword demand data: top and related queries, demand dynamics and regional distribution.

    营销

  29. askalf/truecopy

    （英文原文）Supply-chain gate for agent skills and MCP servers: detects poisoned tool definitions, pins servers by hash, checks drift in CI and proxies only pinned tools.

    安全

  30. askbudi/roundtable

    （英文原文）Meta-MCP server that unifies AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with automatic discovery and zero configuration.

    聚合器

  31. asmith26/jupytercad-mcp

    （英文原文）Control JupyterCAD using natural language.

    艺术与文化

  32. asokore/pifini-mcp

    （英文原文）Events, reviewed places and ticket checkout in the Caribbean and Latin America: search festivals and venues, read reviews and create Stripe checkout links.

    旅行与交通

  33. asokore/statcite

    （英文原文）Cited economic statistics from the World Bank, IMF, BIS, ECB and Caribbean central banks, plus checks of claimed figures against the source series.

    金融与金融科技

  34. AstaBlackClove/posthive

    （英文原文）Schedule and manage social media posts on Bluesky, Threads, Instagram, LinkedIn, Mastodon, YouTube, X, Discord and more, with a draft-first workflow.

    社交媒体

  35. astafford8488/agentaegis-mcp

    （英文原文）Scan MCP servers and skills before install, vet endpoints before calling them, and run vulnerability scans, threat intel and compliance checks.

    安全

  36. astandrik/codex-pets

    （英文原文）Read-only registry of animated companion packs (pets) for Codex: search, preview and install community pets and generate badges and embed cards.

    开发者工具

  37. astandrik/local-ydb-toolkit

    （英文原文）Operate Docker-based local-ydb deployments locally or over SSH: bootstrap, diagnostics, auth hardening, storage workflows, dump/restore and upgrades.

    数据库

  38. asterwise/asterwise-mcp

    （英文原文）Vedic and Western astrology: natal and divisional charts, Vimshottari dasha, panchanga, muhurta, compatibility matching, KP, Lal Kitab, numerology and tarot.

    灵性与玄学

  39. astroway/astroway-mcp

    （英文原文）AstroWay Calculation API: natal charts, synastry, transits, Vedic dashas and vargas, tarot, numerology, Human Design and AI horoscopes.

    灵性与玄学

  40. asyntai/mcp-bridge

    （英文原文）Manage your website's Asyntai AI support agent: knowledge base, agent instructions, conversations and leads, live visitor replies and plan usage.

    客户支持与服务管理