工具说明为英文。

技术工具雷达: Agents, skills and MCP

雷达筛选条件

近期变化

Of 20 comparable tools in Agents, skills et MCP, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.

测量周期:2026-09-04 至 2026-09-10

工具排名

按实测增长排序,并在不同来源间归一化。 原始值保留各自的数据窗口;计算变化需要 7 天内至少两次测量。

  1. 1
    活跃

    Manage social media DMs and scheduled posts from your AI assistant, across 12 platforms.

    mcp实测增长打开来源 ↗

    安装 claude mcp add crmsolid-mcp -- npx @crmsolid/mcp-server

    4GitHub 星标+4
  2. 2
    活跃

    Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.

    mcp实测增长打开来源 ↗

    4GitHub 星标+3 (+300.0 %)
  3. 3
    活跃

    Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.

    mcp实测增长打开来源 ↗

    安装 claude mcp add fitbitmcp -- npx fitbit-mcp-unofficial

    4GitHub 星标+3 (+300.0 %)
  4. 4
    活跃

    Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.

    mcp实测增长打开来源 ↗

    安装 claude mcp add sonde -- npx @cheppulabs/sonde

    3GitHub 星标+3
  5. 5

    MCP
    活跃

    Self-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.

    mcp实测增长打开来源 ↗

    4GitHub 星标+2 (+100.0 %)
  6. 6
    活跃

    MCP gateway federating 22 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP.

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://genefoundry.org/mcp

    4GitHub 星标+2 (+100.0 %)
  7. 7
    活跃

    Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels

    mcp实测增长打开来源 ↗

    安装 claude mcp add homebox-mcp -- uvx homebox-mcp

    4GitHub 星标+2 (+100.0 %)
  8. 8
    活跃

    Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.

    mcp实测增长打开来源 ↗

    安装 claude mcp add editmamei -- npx editmamei

    4GitHub 星标+2 (+100.0 %)
  9. 9

    MCP
    活跃

    Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.

    mcp实测增长打开来源 ↗

    安装 claude mcp add codeindex -- npx @munhq/codeindex

    3GitHub 星标+2 (+200.0 %)
  10. 10

    智能体
    活跃

    Orchestrate a team of AI coding agents on your desktop — a router-leader delegates to workers over a local MCP tunnel (A2A), with git-worktree isolation and merge-back, in a Tauri v2 IDE surface.

    github实测增长打开来源 ↗

    3GitHub 星标+2 (+200.0 %)
  11. 11
    活跃

    MCP server for managing Modal apps, containers, volumes, and secrets.

    mcp实测增长打开来源 ↗

    安装 claude mcp add mcp-modal -- uvx mcp-modal

    3GitHub 星标+2 (+200.0 %)
  12. 12

    智能体
    活跃

    Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.

    github实测增长打开来源 ↗

    3GitHub 星标+2 (+200.0 %)
  13. 13

    智能体
    活跃

    Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.

    github实测增长打开来源 ↗

    3GitHub 星标+2 (+200.0 %)
  14. 14
    活跃

    Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

    mcp实测增长打开来源 ↗

    安装 claude mcp add mcp-server -- npx @vectros-ai/mcp-server

    3GitHub 星标+2 (+200.0 %)
  15. 15
    活跃

    Control Krita through a secure local MCP server and authenticated Windows bridge.

    mcp实测增长打开来源 ↗

    安装 claude mcp add krita-codex-mcp -- uvx krita-codex-mcp

    3GitHub 星标+2 (+200.0 %)
  16. 16
    活跃

    Read Proton Mail, extract bounded attachment text, and create explicitly confirmed drafts.

    mcp实测增长打开来源 ↗

    安装 claude mcp add proton-safe-mcp -- uvx proton-safe-mcp

    3GitHub 星标+2 (+200.0 %)
  17. 17
    活跃

    Full 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.

    mcp实测增长打开来源 ↗

    安装 claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp

    3GitHub 星标+2 (+200.0 %)
  18. 18
    活跃

    KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

    mcp实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  19. 19
    活跃

    KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

    mcp实测增长打开来源 ↗

    2GitHub 星标+1 (+100.0 %)
  20. 20
    活跃

    Publish HTML as a tracked link and see who opened it and which sections they read.

    mcp实测增长打开来源 ↗

    安装 claude mcp add share -- npx htmlradar-mcp

    2GitHub 星标+1 (+100.0 %)
  21. 21
    活跃

    Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://garmin-mcp-nuqd.onrender.com/mcp

    2GitHub 星标+1 (+100.0 %)
  22. 22

    技能
    活跃

    Steve Polito's Agent Skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/stevepolitodesign/skills ~/.claude/skills/skills

    2GitHub 星标+1 (+100.0 %)
  23. 23
    活跃

    Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.

    mcp实测增长打开来源 ↗

    安装 claude mcp add clipboard-mcp-server -- npx @cyanheads/clipboard-mcp-server

    2GitHub 星标+1 (+100.0 %)
  24. 24
    活跃

    Flutter UI/UX design skill for Claude Code, Cursor & AI coding agents. Material 3 theming, dark mode, animations, anti-patterns - make Flutter apps look designed, not defaulted.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/parasvishwa/beautify-flutter ~/.claude/skills/beautify-flutter

    2GitHub 星标+1 (+100.0 %)
  25. 25
    活跃

    Read-only access to the Islam West Africa Collection via Hugging Face datasets.

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://islam.zmo.de/mcp/

    2GitHub 星标+1 (+100.0 %)