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

    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
  2. 2
    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
  3. 3
    Active

    Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

    mcpmeasured growthOpen source ↗

    Install claude mcp add axiom-math -- npx axiom-math

    2GitHub stars+1 (+100.0 %)
  4. 4

    MCP
    Active

    Verified FL Studio control, mix diagnosis, composition, and arrangement.

    mcpmeasured growthOpen source ↗

    Install claude mcp add postfader-fl-studio-mcp -- uvx postfader-fl-studio-mcp

    2GitHub stars+1 (+100.0 %)
  5. 5
    Active

    Inspect, operate, and author Microsoft Power Automate cloud flows from an agent context.

    mcpmeasured growthOpen source ↗

    Install claude mcp add power-automate-mcp-server -- npx power-automate-mcp-server

    2GitHub stars+1 (+100.0 %)
  6. 6

    MCP
    Active

    Deploy and manage self-hosted OpenClaw instances across clouds

    mcpmeasured growthOpen source ↗

    Install claude mcp add clawops -- npx @clawops/cli

    2GitHub stars+1 (+100.0 %)
  7. 7
    Active

    Persistent memory layer for AI coding agents — your agent remembers what you taught it.

    mcpmeasured growthOpen source ↗

    Install claude mcp add aide-memory -- npx aide-memory

    2GitHub stars+1 (+100.0 %)
  8. 8
    Active

    Scaffold projects from the Starter Series templates — MCP server, Claude Code skill, and CLI.

    mcpmeasured growthOpen source ↗

    Install claude mcp add create-starter -- npx @starter-series/create

    2GitHub stars+1 (+100.0 %)
  9. 9
    Dormant

    Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/DKIM/DMARC).

    mcpmeasured growthOpen source ↗

    Install claude mcp add inbox-check -- npx ldm-inbox-check-mcp

    2GitHub stars+1 (+100.0 %)
  10. 10
    Active

    Read + write MCP server for OpenEMIS — free open-source school management system. 675 resources.

    mcpmeasured growthOpen source ↗

    Install claude mcp add openemis-pro -- npx openemis-mcp-pro

    2GitHub stars+1 (+100.0 %)
  11. 11
    Active

    GestãoClick ERP (business management for SMBs) via the official API: customers, suppliers, products

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  12. 12
    Active

    Supplement safety for AI agents. 1,500+ rules, NIH+FDA data, quality grading A-D.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://elthio-production.up.railway.app/mcp

    1GitHub stars+1
  13. 13
    Active

    MCP server for inspecting and automating Java Swing applications.

    mcpmeasured growthOpen source ↗

    1GitHub stars+1
  14. 14
    Active

    CogMemory MCP Server — Unified context subsystems for AI coding agents

    mcpmeasured growthOpen source ↗

    Install claude mcp add cogmemory-mcp -- npx cogmemory-mcp

    1GitHub stars+1
  15. 15
    Active

    Connects AI assistants to a live ChemDraw window on Windows via COM automation.

    mcpmeasured growthOpen source ↗

    1GitHub stars+1
  16. 16
    Active

    Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today

    mcpmeasured growthOpen source ↗

    Install claude mcp add atlaspi -- uvx atlaspi-mcp

    1GitHub stars+1
  17. 17

    MCP
    Active

    Wrapper for the official LegalOne API (Thomson Reuters / Novajus, Premium package): lawsuits and lit

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  18. 18
    Active

    KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.

    mcpmeasured growthOpen source ↗

    Install claude mcp add shield-kya -- npx @shield-agent/kya

    1GitHub stars+1
  19. 19

    MCP
    Active

    Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.

    mcpmeasured growthOpen source ↗

    Install claude mcp add librarian -- uvx librarian-cli

    1GitHub stars+1
  20. 20
    Dormant

    Personal MCP server for humans who create. Proof of authorship, license control.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://kapoost.humanmcp.net/mcp

    1GitHub stars+1
  21. 21
    Dormant

    Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals

    mcpmeasured growthOpen source ↗

    Install claude mcp add expense-mcp -- uvx expense-mcp

    1GitHub stars+1
  22. 22
    Active

    EU Funding & Tenders Portal (SEDIA search API) MCP.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/eu-funding-tenders/mcp

    1GitHub stars+1
  23. 23

    MCP
    Active

    Gutendex MCP — wraps Gutendex API for Project Gutenberg books (free, no auth)

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/gutendex/mcp

    1GitHub stars+1
  24. 24
    Dormant

    Persistent cross-project memory for Cursor and Claude Code using local semantic search.

    mcpmeasured growthOpen source ↗

    Install claude mcp add longmem -- uvx longmem

    1GitHub stars+1
  25. 25

    MCP
    Active

    Art MCP — Metropolitan Museum of Art Collection API (free, no auth)

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/art/mcp

    1GitHub stars+1