Agents, skills and MCP radar: MCP servers

Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

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Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1
    Active

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

    mcpmeasured growthOpen source ↗

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

    3GitHub stars+3
  2. 2
    Active

    Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp -- npx @testivai/mcp

    3GitHub stars+3
  3. 3

    MCP
    Active

    Connect AI agents to 1000+ apps with managed authentication and tool-calling.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://connect.composio.dev/mcp

    3GitHub stars+2 (+200.0 %)
  4. 4

    MCP
    Active

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

    mcpmeasured growthOpen source ↗

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

    3GitHub stars+2 (+200.0 %)
  5. 5
    Active

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

    mcpmeasured growthOpen source ↗

    Install claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp

    3GitHub stars+2 (+200.0 %)
  6. 6
    Active

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

    mcpmeasured growthOpen source ↗

    Install claude mcp add proton-safe-mcp -- uvx proton-safe-mcp

    3GitHub stars+2 (+200.0 %)
  7. 7

    MCP
    Active

    Create, search and manage Knowtis collaborative notes from AI assistants.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://mcp.knowtis.app/mcp

    3GitHub stars+2 (+200.0 %)
  8. 8
    Dormant

    Efficient context management: code search, evidence packs, and memory for coding agents.

    mcpmeasured growthOpen source ↗

    Install claude mcp add contextful -- npx @inferensys/contextful

    3GitHub stars+2 (+200.0 %)
  9. 9
    Active

    Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://google-trends.api.trendsmcp.ai/mcp

    3GitHub stars+2 (+200.0 %)
  10. 10

    MCP
    Active

    Local runtime provenance for coding agents. Inspect sessions and explain which one owns a process.

    mcpmeasured growthOpen source ↗

    3GitHub stars+2 (+200.0 %)
  11. 11
    Active

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

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-modal -- uvx mcp-modal

    3GitHub stars+2 (+200.0 %)
  12. 12
    Active

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

    mcpmeasured growthOpen source ↗

    Install claude mcp add krita-codex-mcp -- uvx krita-codex-mcp

    3GitHub stars+2 (+200.0 %)
  13. 13
    Active

    Modern SSH for AI agents — cloud servers to BusyBox routers, with destructive commands blocked.

    mcpmeasured growthOpen source ↗

    Install claude mcp add ssh-mcp-server -- npx @hypnosis/ssh-mcp-server

    3GitHub stars+2 (+200.0 %)
  14. 14
    Active

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

    mcpmeasured growthOpen source ↗

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

    3GitHub stars+2 (+200.0 %)
  15. 15
    Active

    Drive a browser you are already signed into, through the free T3rnel Browser extension.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge

    2GitHub stars+2
  16. 16
    Active

    Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.

    mcpmeasured growthOpen source ↗

    Install claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp

    2GitHub stars+2
  17. 17
    Active

    A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit

    2GitHub stars+2
  18. 18
    Active

    Real, buyable product and service offers — live pricing and trackable links for any MCP agent.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://api.aon.pro/v1/mcp

    2GitHub stars+2
  19. 19

    MCP
    Active

    Publish and manage shareable Markdown/HTML docs from any AI assistant. Free with a Gryz account.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://www.gryz.ai/api/mcp/

    2GitHub stars+2
  20. 20

    MCP
    Active

    Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://legalize.dev/mcp

    2GitHub stars+2
  21. 21
    Active

    Adaptive AI training coach MCP server backed by Garmin Connect

    mcpmeasured growthOpen source ↗

    Install claude mcp add coach-mcp -- uvx garmin-coach-mcp

    2GitHub stars+2
  22. 22
    Active

    MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orchestration

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://paichart.app/mcp

    2GitHub stars+1 (+100.0 %)
  23. 23
    Active

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

    mcpmeasured growthOpen source ↗

    2GitHub stars+1 (+100.0 %)
  24. 24
    Active

    Live Booking.com hotel prices, plus per-country pricing for rate-parity monitoring.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://hotels.flightpowers.com/mcp

    2GitHub stars+1 (+100.0 %)
  25. 25
    Active

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

    mcpmeasured growthOpen source ↗

    2GitHub stars+1 (+100.0 %)