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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 48 页）

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  1. Jwrede/llmprobe

    （英文原文）Synthetic monitoring for cloud and local LLM inference endpoints: TTFT, latency, throughput and errors, with Prometheus and OpenTelemetry export.

    监测

  2. jyjune/mcp_vms

    （英文原文）Retrieve live and recorded video from a CCTV recording program (VMS) and control it, such as opening live or playback dialogs for specific channels and times.

    安全

  3. K-Dense-AI/claude-skills-mcp

    （英文原文）Search and use Claude Agent Skills from any model or client as if natively supported.

    聚合器

  4. k-jarzyna/mcp-miro

    （英文原文）Miro integration exposing the functionality of the Miro SDK.

    其他工具和集成

  5. kaaustubh/project-memory-mcp

    （英文原文）Persistent memory for coding agents in plain repo files (AGENTS.md, issues.jsonl): captures bugs, fixes, decisions and corrections and recalls them later.

    知识与记忆

  6. Kadenzo/kadenzo-mcp

    （英文原文）Schedule and analyze posts on Instagram, TikTok, X, LinkedIn and more: media upload, AI captions, recommended posting times, analytics, listening and comments.

    社交媒体

  7. kadykov/mcp-openapi-schema-explorer

    （英文原文）Token-efficient access to OpenAPI/Swagger specs via MCP Resources.

    开发者工具

  8. kael-bit/engram-rs

    （英文原文）Hierarchical agent memory engine with automatic decay, promotion, semantic deduplication and a self-organizing topic tree.

    知识与记忆

  9. kage-core/Kage

    （英文原文）Git-native memory for coding agents: JSON entries in the repo, verified against cited code so hallucinated citations are rejected and stale memory is withheld.

    知识与记忆

  10. kagisearch/kagimcp

    （英文原文）Search the web with Kagi Search.

    搜索

  11. kaiyuanxiaobing/atomgit-mcp-server

    AtomGit API 集成用于仓库管理、问题、拉取请求等功能。

    版本控制

  12. kaka-milan-22/kops

    （英文原文）Read-only kubectl with structured JSON output, hardcoded safe verbs, withheld Secret and ConfigMap values, and one-shot cluster triage and inventory.

    云平台

  13. kakunin-ai/kakunin-mcp

    （英文原文）Agent compliance and identity: verify an agent's X.509 certificate scope, read its behavioral risk score and append to an immutable audit trail.

    安全

  14. Kali123411/k402-mcp

    （英文原文）Pay-per-call APIs settled on Kaspa L1: text tools, web reading, embeddings and semantic search, Kaspa chain data, LLM inference and RISC Zero zk proving.

    金融与金融科技

  15. kaliaboi/mcp-zotero

    为 LLM 提供的连接器，用于操作 Zotero Cloud 上的文献集合和资源.

    知识与记忆

  16. KallistoX/mcp-unifi-applications

    （英文原文）Query UniFi API docs (Network, Protect, Site Manager and more): endpoint search, field-level schemas and code examples.

    开发者工具

  17. kambriso/fritzbox-mcp-server

    （英文原文）Control AVM FRITZ!Box routers: manage devices, Wi-Fi, network settings and parental controls, and schedule time-delayed actions.

    家庭自动化

  18. kannajune/mcp-architect

    （英文原文）Local codebase architecture analysis: tech-stack overview, internal dependency graph with cycle detection, risk hotspots and module summaries.

    物流配送

  19. kansei-link/kansei-mcp-server

    （英文原文）Local-first navigator with verified data on SaaS services and workflow recipes.

    聚合器

  20. kao273183/mk-qa-master

    （英文原文）End-to-end QA loop: analyzes web pages or mobile screens, generates and runs pytest or Maestro tests with auto-retry, and writes an optimization plan.

    开发者工具

  21. Kapeli/dash-mcp-server

    Dash 的 MCP 服务器，macOS API 文档浏览器。

    开发者工具

  22. karanb192/reddit-mcp-buddy

    （英文原文）Browse Reddit posts, search content and analyze user activity.

    社交媒体

  23. karyaboyraz/mockit-mcp

    （英文原文）Generate iOS UI mockups as PNG and HTML from a text prompt, using Claude and a headless Playwright renderer.

    建筑与设计

  24. Karzone/TestAtlas

    （英文原文）Maps a .NET Reqnroll/SpecFlow test-automation solution into a queryable SQLite file to search step definitions, check change impact and avoid duplicate code.

    开发者工具

  25. KasayoDotCom/identityforge-mcp

    （英文原文）Design kits and brand workflows: browse and apply design systems, create shareable brand projects, and research names, domains and EUIPO trademarks.

    建筑与设计

  26. kascada/logmcp

    （英文原文）Read-only access to whitelisted log files on a Linux server: search and read logs without shell access, with token auth and syslog auditing.

    监测

  27. KashiwaByte/vikingdb-mcp-server

    VikingDB 数据库集成了collection和index的基本信息介绍，并提供向量存储和查询的功能.

    数据库

  28. kastelldev/kastell

    （英文原文）Server security auditing and hardening (SSH, firewall, Docker, TLS) with CIS/PCI-DSS/HIPAA mapping, fleet management and forensic evidence collection.

    安全

  29. kaxiyu/aiagentmarket

    （英文原文）Labor marketplace protocol for AI agents with atomic escrow and weighted anti-Sybil reputation.

    聚合器

  30. kc23go/anybrowse

    （英文原文）Scrape, crawl and search the web, converting any URL to LLM-ready Markdown via real Chrome browsers.

    搜索

  31. kdqed/zaturn

    （英文原文）Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.

    数据科学工具

  32. keboola/keboola-mcp-server

    （英文原文）Interact with the Keboola Connection data platform: list and access data from the Keboola Storage API.

    数据平台

  33. keel-trade/keel-trade

    （英文原文）Build, backtest and automate Hyperliquid trading strategies: typed strategy composition, deterministic backtests on historical data and opt-in live execution.

    金融与金融科技

  34. keenableai/keenable-mcp

    （英文原文）Live web search and clean Markdown page fetching over the Keenable web index.

    搜索

  35. Keesan12/martin-loop

    （英文原文）Governed runtime for AI coding agents with budget caps, verifier gates, runaway-loop prevention, rollback evidence and inspectable run receipts.

    编程智能体

  36. kehvinbehvin/json-mcp-filter

    （英文原文）Query and extract only the needed parts of JSON files to keep LLM context small.

    搜索

  37. keiver/image-tiler-mcp-server

    （英文原文）Tile large images and web page captures (via Chrome CDP) so vision models see full resolution, with model-specific token estimates and HTML tile previews.

    多媒体处理

  38. kelvin6365/plane-mcp-server

    🏎️ 🏠 此 MCP 伺服器將協助您透過 Plane 的 API 管理專案和問題.

    其他工具和集成

  39. Kemetra/seshat-bi

    （英文原文）Read-only BI pipeline governance: each table's stage from source to Power BI, what blocks the next stage, static SQL/TMDL/PBIR checks and evidence packs.

    数据平台

  40. kenliao94/mcp-server-rabbitmq

    Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ.

    其他工具和集成