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

    MCP
    Active

    Reach a human from a running agent. Approvals on the lock screen, plus a cross-agent audit trail.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  2. 2
    Active

    Bhagavad Gita MCP — Hindu scripture / Vedic text.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  3. 3

    MCP
    Active

    Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).

    mcpmeasured growthOpen source ↗

    1GitHub stars+1
  4. 4

    MCP
    Active

    Firecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  5. 5
    Active

    Dictionary MCP — wraps Free Dictionary API (free, no auth)

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  6. 6

    MCP
    Dormant

    Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

    mcpmeasured growthOpen source ↗

    Install claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server

    1GitHub stars+1
  7. 7
    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
  8. 8

    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
  9. 9

    MCP
    Active

    The Metropolitan Museum of Art Collection MCP.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  10. 10

    MCP
    Active

    Words MCP — wraps Datamuse API (free, no auth required)

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  11. 11

    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
  12. 12

    MCP
    Active

    Amtrak MCP — live Amtrak train tracking via the community Amtraker API

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  13. 13
    Active

    Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab

    1GitHub stars+1
  14. 14
    Active

    Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  15. 15
    Active

    Estonian public-authority document registers: one search across all, docs linked to companies.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://dokumendiregister.ee/api/dokreg-mcp/mcp

    1GitHub stars+1
  16. 16
    Active

    AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.

    mcpmeasured growthOpen source ↗

    Install claude mcp add katto-mcp -- npx katto-mcp

    1GitHub stars+1
  17. 17
    Active

    Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  18. 18
    Active

    Local-first MCP server for task tracking and coordination of autonomous AI coding agents.

    mcpmeasured growthOpen source ↗

    Install claude mcp add rhizome-mcp -- npx rhizome-mcp

    1GitHub stars+1
  19. 19

    MCP
    Active

    An artifact manager for system specifications.

    mcpmeasured growthOpen source ↗

    Install claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr

    1GitHub stars+1
  20. 20

    MCP
    Active

    An artifact manager for system specifications.

    mcpmeasured growthOpen source ↗

    Install claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr

    1GitHub stars+1
  21. 21

    MCP
    Active

    High-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.

    mcpmeasured growthOpen source ↗

    Install claude mcp add hea-bench -- uvx hea-bench

    1GitHub stars+1
  22. 22

    MCP
    Active

    AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  23. 23
    Active

    CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cudaq-docs-mcp -- uvx cudaq-docs-mcp

    1GitHub stars+1
  24. 24
    Active

    AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  25. 25
    Active

    Local multi-client RAG server over the Model Context Protocol.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cortex -- uvx cortex-local-rag

    1GitHub stars+1