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
    Abandoned

    An MCP server that provides PDF translation service

    mcpmeasured growthOpen source ↗

    Install claude mcp add huoshui-pdf-translator -- uvx huoshui-pdf-translator

    1GitHub stars+1
  2. 2
    Active

    Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE).

    mcpmeasured growthOpen source ↗

    Install claude mcp add eleata-verify-mcp -- npx eleata-verify-mcp

    1GitHub stars+1
  3. 3
    Dormant

    The first bar for AI. Visit, chat with SERVO the bartender, and tip in tokens.

    mcpmeasured growthOpen source ↗

    Install claude mcp add droidbar -- npx droidbar-mcp

    1GitHub starsstable
  4. 4
    Active

    Model Context Protocol server that wraps the CADLens REST API.

    mcpmeasured growthOpen source ↗

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

    1GitHub starsstable
  5. 5
    Dormant

    Control mpv media player — playback, playlists, YouTube streaming, and downloads.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mpv-mcp-server -- npx mpv-mcp-server

    1GitHub starsstable
  6. 6
    Dormant

    An MCP server that provides tools for EVE Online players to manage their fleets

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-server-EVEfleet -- uvx mcp-server-evefleet

    1GitHub starsstable
  7. 7
    Active

    Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

    mcpmeasured growthOpen source ↗

    Install claude mcp add validate -- npx @machinegrade/validate

    1GitHub starsstable
  8. 8

    MCP
    Active

    Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.

    mcpmeasured growthOpen source ↗

    Install claude mcp add commune-mcp -- uvx commune-mcp

    1GitHub starsstable
  9. 9
    Active

    AI agent access to on-chain DeFi data on Polygon & Arbitrum: balances, positions, prices.

    mcpmeasured growthOpen source ↗

    Install claude mcp add defi-mcp -- uvx defi-mcp

    1GitHub starsstable
  10. 10
    Dormant

    DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.

    mcpmeasured growthOpen source ↗

    Install claude mcp add zero-core-intel -- npx @meltingpixels/zero-core-intel

    1GitHub starsstable
  11. 11
    Dormant

    Agent spending mgmt, budget tracking, ROI. Zero Core Budget.

    mcpmeasured growthOpen source ↗

    Install claude mcp add zero-core-budget -- npx @meltingpixels/zero-core-budget

    1GitHub starsstable
  12. 12
    Active

    Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.

    mcpmeasured growthOpen source ↗

    Install claude mcp add gmem -- npx @yksanjo/gmem

    1GitHub starsstable
  13. 13
    Dormant

    Incident forensic with log files analyzing

    mcpmeasured growthOpen source ↗

    Install claude mcp add journald-mcp-server -- uvx journald-mcp-server

    1GitHub starsstable
  14. 14
    Dormant

    The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-n8n -- npx @nextoolsolutions/mcp-n8n

    1GitHub starsstable
  15. 15
    Dormant

    Credential enforcement middleware for MCP servers — verifies scoped tokens on every tool call

    mcpmeasured growthOpen source ↗

    Install claude mcp add attest-mcp -- npx @attest-dev/mcp

    1GitHub starsstable
  16. 16
    Active

    Draw pixel-art tiles and tilesets for 2D games, with PNG+metadata export for Unity.

    mcpmeasured growthOpen source ↗

    Install claude mcp add ssyubix-pixelart-mcp -- uvx ssyubix-pixelart-mcp

    1GitHub starsstable
  17. 17
    Active

    Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents.

    mcpmeasured growthOpen source ↗

    Install claude mcp add hexwitness -- npx hexwitness

    1GitHub starsstable
  18. 18
    Active

    Search youth opportunities (scholarships, fellowships, internships) from any AI assistant.

    mcpmeasured growthOpen source ↗

    Install claude mcp add opportunity-mcp -- uvx opportunity-mcp

    1GitHub starsstable
  19. 19
    Dormant

    Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume.

    mcpmeasured growthOpen source ↗

    Install claude mcp add claude-remind-mcp -- npx claude-remind-mcp

    1GitHub starsstable
  20. 20
    Active

    Discover monetized AI tools on SettleGrid. Search by category, get pricing.

    mcpmeasured growthOpen source ↗

    Install claude mcp add settlegrid-discovery -- npx @settlegrid/discovery

    1GitHub starsstable
  21. 21
    Active

    Validate commit messages, branch names, author info, push safety, and repo state.

    mcpmeasured growthOpen source ↗

    Install claude mcp add commit-check-mcp -- uvx commit-check-mcp

    1GitHub starsstable
  22. 22
    Dormant

    This package is intended for demonstration only. Maintained by JFrog Security.

    mcpmeasured growthOpen source ↗

    Install claude mcp add node-runtime -- npx @mcp-protocol/node-runtime

    1GitHub starsstable
  23. 23
    Dormant

    Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.

    mcpmeasured growthOpen source ↗

    Install claude mcp add model-council-mcp-server -- uvx model-council-mcp-server

    1GitHub starsstable
  24. 24
    Dormant

    MCP server for StarSinger AI music catalog — search, stream & browse AI-generated tracks

    mcpmeasured growthOpen source ↗

    Install claude mcp add starsinger-mcp -- npx starsinger-mcp

    1GitHub starsstable
  25. 25
    Active

    Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable

    mcpmeasured growthOpen source ↗

    Install claude mcp add token_optimizer -- uvx slimctx

    1GitHub starsstable