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.

Radar filters

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

    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
  2. 2
    Active

    Production-grade MCP Gateway in Go with RBAC, in-flight PII redaction, and audit logging.

    mcpmeasured growthOpen source ↗

    1GitHub stars+1
  3. 3

    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
  4. 4
    Active

    Repository knowledge graph MCP server for codebase understanding and debugging.

    mcpmeasured growthOpen source ↗

    Remote server, to be declared in the MCP configuration https://meeba-context-mcp-469248886325.us-central1.run.app/mcp

    1GitHub stars+1
  5. 5

    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
  6. 6
    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
  7. 7

    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
  8. 8
    Active

    Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  9. 9
    Active

    MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.

    mcpmeasured growthOpen source ↗

    Install claude mcp add gocd -- npx gocd-mcp

    1GitHub stars+1
  10. 10
    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
  11. 11

    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
  12. 12

    MCP
    Active

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

    mcpmeasured growthOpen source ↗

    1GitHub stars+1
  13. 13

    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
  14. 14
    Active

    Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.

    mcpmeasured growthOpen source ↗

    Install claude mcp add apexvol-mcp -- uvx apexvol-mcp

    1GitHub stars+1
  15. 15

    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
  16. 16
    Active

    Search the Couchbase documentation from your MCP client via a hosted documentation agent.

    mcpmeasured growthOpen source ↗

    Install claude mcp add couchbase-guru -- uvx couchbase-guru

    1GitHub stars+1
  17. 17

    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
  18. 18
    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
  19. 19
    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
  20. 20
    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
  21. 21
    Active

    A real timeline video editor for AI agents: journaled edits, FFmpeg/MLT rendering, exports

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1
  22. 22

    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
  23. 23
    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
  24. 24

    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
  25. 25
    Active

    Attach weapons and props to rigged 3D characters: hand-bone detection, fist close, engine binds.

    mcpmeasured growthOpen source ↗

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

    1GitHub stars+1