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-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
  2. 2
    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
  3. 3
    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 %)
  4. 4
    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 %)
  5. 5

    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
  6. 6

    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
  7. 7
    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
  8. 8
    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
  9. 9
    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
  10. 10
    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
  11. 11
    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
  12. 12

    MCP
    Active

    Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

    mcpmeasured growthOpen source ↗

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

    2GitHub stars+1 (+100.0 %)
  13. 13
    Active

    Query a verified document collection: passages that answer a question, with their source.

    mcpmeasured growthOpen source ↗

    Install claude mcp add markdown-document-search -- uvx mdcx

    2GitHub stars+1 (+100.0 %)
  14. 14
    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 %)
  15. 15
    Active

    Local SwiftUI changed/staged checks with compact agent output and multi-module ownership.

    mcpmeasured growthOpen source ↗

    2GitHub stars+1 (+100.0 %)
  16. 16
    Active

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

    mcpmeasured growthOpen source ↗

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

    2GitHub stars+1 (+100.0 %)
  17. 17
    Active

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

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://islam.zmo.de/mcp/

    2GitHub stars+1 (+100.0 %)
  18. 18
    Active

    Control macOS system settings, apps, windows, audio, displays, screenshots, and Focus mode via MCP.

    mcpmeasured growthOpen source ↗

    Install claude mcp add macos-mcp-server -- npx @cyanheads/macos-mcp-server

    2GitHub stars+1 (+100.0 %)
  19. 19
    Active

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

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://garmin-mcp-nuqd.onrender.com/mcp

    2GitHub stars+1 (+100.0 %)
  20. 20
    Active

    Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.

    mcpmeasured growthOpen source ↗

    Install claude mcp add openstates-mcp-server -- npx @cyanheads/openstates-mcp-server

    2GitHub stars+1 (+100.0 %)
  21. 21
    Active

    Real-time Google Flights: one-way and round-trip fares over date ranges, with price verdicts.

    mcpmeasured growthOpen source ↗

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

    2GitHub stars+1 (+100.0 %)
  22. 22
    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 %)
  23. 23
    Active

    Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.

    mcpmeasured growthOpen source ↗

    Install claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp

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

    US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://gateway.ansvar.eu/us/mcp

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

    CVE intelligence, STRIDE, OWASP test cases via Ansvar Gateway. Cited, OAuth + paid.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://gateway.ansvar.eu/threat-intel/mcp

    2GitHub stars+1 (+100.0 %)