Agents, skills and MCP radar: tools and trends

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

What’s changing

Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-05 to 2026-09-12

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
    Dormant

    Generate HTML meta tags and Open Graph metadata

    mcpmeasured growthOpen source ↗

    Install claude mcp add meta-forge-mcp -- npx meta-forge-mcp

    1GitHub starsstable
  2. 2
    Dormant

    AI-powered meme token launch service on Solana/pump.fun with bundled buys and Jito speed

    mcpmeasured growthOpen source ↗

    Install claude mcp add megalaunch-mcp -- npx megalaunch-mcp

    1GitHub starsstable
  3. 3
    Active

    29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricket. No API key.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cricketstudio-mcp -- npx cricketstudio-mcp

    1GitHub starsstable
  4. 4
    Active

    Detect fabrication and hallucination in any LLM output. 30+ models supported.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-server -- npx @arkheia/mcp-server

    1GitHub starsstable
  5. 5
    Dormant

    Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.

    mcpmeasured growthOpen source ↗

    Install claude mcp add codesafer -- npx cleaner-code

    1GitHub starsstable
  6. 6
    Active

    MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data

    mcpmeasured growthOpen source ↗

    Install claude mcp add vesselapi-mcp -- npx vesselapi-mcp

    1GitHub starsstable
  7. 7
    Dormant

    MCP Server for Slima - AI Writing IDE for Novel Authors with AI Beta Reader.

    mcpmeasured growthOpen source ↗

    Install claude mcp add slima -- npx slima-mcp

    1GitHub starsstable
  8. 8
    Dormant

    Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

    mcpmeasured growthOpen source ↗

    Install claude mcp add obsidian-mcp -- npx @smammadov/obsidian-mcp

    1GitHub starsstable
  9. 9
    Active

    AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.

    mcpmeasured growthOpen source ↗

    Install claude mcp add ainpc-cli -- npx ainpc-cli

    1GitHub starsstable
  10. 10
    Dormant

    Contribute, challenge, verify, and query contestable public records on Veritas Acta.

    mcpmeasured growthOpen source ↗

    Install claude mcp add acta-mcp -- npx acta-mcp

    1GitHub starsstable
  11. 11
    Active

    Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools

    mcpmeasured growthOpen source ↗

    Install claude mcp add simple-mcp-server -- npx @simple-lang/mcp-server

    1GitHub starsstable
  12. 12
    Dormant

    MCP server for describing and invoking gRPC methods

    mcpmeasured growthOpen source ↗

    Install claude mcp add grpc-invoke-mcp -- npx @grulex/grpc-invoke-mcp

    1GitHub starsstable
  13. 13
    Active

    Publish, schedule, and manage social media across 11 platforms via MCP.

    mcpmeasured growthOpen source ↗

    Install claude mcp add bulkpublish -- npx @bulkpublish/mcp-server

    1GitHub starsstable
  14. 14

    MCP
    Active

    Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, and operate content.

    mcpmeasured growthOpen source ↗

    Install claude mcp add tactual -- npx tactual

    1GitHub starsstable
  15. 15
    Dormant

    Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibrated.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-server -- npx @sommelierx/mcp-server

    1GitHub starsstable
  16. 16
    Active

    I Ching hexagram analysis and geographic feng shui for Taiwan locations

    mcpmeasured growthOpen source ↗

    Install claude mcp add yiditu-mcp -- npx yiditu-mcp

    1GitHub starsstable
  17. 17

    MCP
    Active

    Publish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.

    mcpmeasured growthOpen source ↗

    Install claude mcp add shippage -- npx shippage-mcp

    1GitHub starsstable
  18. 18
    Active

    Structured-output enforcer: extract and validate JSON from messy LLM text.

    mcpmeasured growthOpen source ↗

    Install claude mcp add agentcast -- npx @mukundakatta/agentcast-mcp

    1GitHub starsstable
  19. 19
    Dormant

    AI image generation and editing with Google Gemini. Structured JSON editing.

    mcpmeasured growthOpen source ↗

    Install claude mcp add gemini-image-studio -- npx gemini-image-studio-mcp

    1GitHub starsstable
  20. 20
    Dormant

    Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

    mcpmeasured growthOpen source ↗

    Install claude mcp add energyatit -- npx energyatit-mcp-server

    1GitHub starsstable
  21. 21
    Active

    Italian e-invoicing: FatturaPA XML/SDI, XSD v1.2.3, Specs 1.9.1, 43 tools. Signing, SDI, archiving.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-fattura-elettronica-it -- uvx mcp-fattura-elettronica-it

    1GitHub starsstable
  22. 22
    Active

    Persistent, expiring, importance-graded sticky notes for Claude Code.

    mcpmeasured growthOpen source ↗

    Install claude mcp add stickies -- npx stickies-mcp

    1GitHub starsstable
  23. 23
    Dormant

    MCP server for cron expression parsing, validation, and scheduling.

    mcpmeasured growthOpen source ↗

    Install claude mcp add cron -- npx cron-forge-mcp

    1GitHub starsstable
  24. 24
    Active

    Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.

    mcpmeasured growthOpen source ↗

    Install claude mcp add dsa-tracker-mcp-server -- uvx dsa-tracker-mcp

    1GitHub starsstable
  25. 25
    Active

    Query Inbin's parsed email events (newsletters, invoices, alerts) as typed JSON tools.

    mcpmeasured growthOpen source ↗

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

    1GitHub starsstable