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. io.github.YawLabs/ctxlint has the largest measured increase: +2501 downloads over 7 days. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-24 to 2026-08-31

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

    Skill
    Active

    For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。

    Rust
    • agent-management
    • agent-skills
    • ai-agent
    • ai-assistant
    • ai-worker

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/fy-agent/fyagent ~/.claude/skills/fyagent

    883GitHub stars+526 (+147.3 %)
  2. 2

    MCP
    UnknownLast commit: unavailable

    Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase

    mcpmeasured growthOpen source ↗

    Install claude mcp add ctxlint -- npx @yawlabs/ctxlint

    4 989downloads over 7 days+2 501 (+100.5 %)
  3. 3

    MCP
    UnknownLast commit: unavailable

    MCP server for managing Caddy web servers via the admin API

    mcpmeasured growthOpen source ↗

    Install claude mcp add caddy-mcp -- npx @yawlabs/caddy-mcp

    695downloads over 7 days+559 (+411.0 %)
  4. 4

    MCP
    UnknownLast commit: unavailable

    HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader mode, metadata extraction

    mcpmeasured growthOpen source ↗

    Install claude mcp add fetch-mcp -- npx @yawlabs/fetch-mcp

    569downloads over 7 days+452 (+386.3 %)
  5. 5

    MCP
    UnknownLast commit: unavailable

    AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

    mcpmeasured growthOpen source ↗

    Install claude mcp add aws-mcp -- npx @yawlabs/aws-mcp

    635downloads over 7 days+433 (+214.4 %)
  6. 6

    MCP
    UnknownLast commit: unavailable

    Tailscale MCP server for managing your tailnet from AI assistants

    mcpmeasured growthOpen source ↗

    Install claude mcp add tailscale-mcp -- npx @yawlabs/tailscale-mcp

    620downloads over 7 days+409 (+193.8 %)
  7. 7

    MCP
    UnknownLast commit: unavailable

    AI codebase health analysis: dead code, circular deps, coupling, architectural drift.

    mcpmeasured growthOpen source ↗

    Install claude mcp add codesentinel -- npx @cubiczan/codesentinel-mcp

    416downloads over 7 days+384 (+1200.0 %)
  8. 8

    MCP
    UnknownLast commit: unavailable

    LemonSqueezy MCP server for managing your store from AI assistants

    mcpmeasured growthOpen source ↗

    Install claude mcp add lemonsqueezy-mcp -- npx @yawlabs/lemonsqueezy-mcp

    507downloads over 7 days+381 (+302.4 %)
  9. 9

    MCP
    UnknownLast commit: unavailable

    MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.

    mcpmeasured growthOpen source ↗

    Install claude mcp add wechat-devtools -- uvx wechat-devtools-mcp

    915downloads over 7 days+416 (+83.4 %)
  10. 10

    Other
    Active

    FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.

    Python
    • agent
    • ai
    • ai-agent
    • ai-coding
    • autonomous-agent

    githubmeasured growthOpen source ↗

    3 129GitHub stars+1 072 (+52.1 %)
  11. 11

    MCP
    UnknownLast commit: unavailable

    Secure local access to MQTT topics through MCP.

    mcpmeasured growthOpen source ↗

    Install claude mcp add topicgate -- uvx topicgate

    860downloads over 7 days+359 (+71.7 %)
  12. 12

    MCP
    Active

    A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

    License: MIT
    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-skill

    githubmeasured growthOpen source ↗

    425GitHub stars+239 (+128.5 %)
  13. 13

    MCP
    UnknownLast commit: unavailable

    Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

    mcpmeasured growthOpen source ↗

    Install claude mcp add bitbucket-mcp -- npx bitbucket-mcp

    4 018downloads over 7 days+1 069 (+36.2 %)
  14. 14

    Agent
    Active

    Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

    TypeScriptLicense: MIT
    • ag-ui
    • agent-governance
    • ai-agents
    • browser-automation
    • copilotkit

    githubmeasured growthOpen source ↗

    3 622GitHub stars+699 (+23.9 %)
  15. 15

    MCP
    UnknownLast commit: unavailable

    CLI tool and MCP server that tests MCP servers for spec compliance

    mcpmeasured growthOpen source ↗

    Install claude mcp add mcp-compliance -- npx @yawlabs/mcp-compliance

    458downloads over 7 days+190 (+70.9 %)
  16. 16

    MCP
    UnknownLast commit: unavailable

    Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle.

    mcpmeasured growthOpen source ↗

    Install claude mcp add crumbtrail -- npx crumbtrail-node

    1 166downloads over 7 days+317 (+37.3 %)
  17. 17

    Skill
    Active

    An AI-agent skill that generates browser-editable presentations from multiple visual themes, exportable to HTML, PDF, and PPTX.

    JavaScriptLicense: AGPL-3.0
    • agent-skill
    • ai-agent
    • ai-ppt
    • claude
    • claude-code

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/chuspeeism/dashi-ppt-skill ~/.claude/skills/dashi-ppt-skill

    7 128GitHub stars+805 (+12.7 %)
  18. 18

    Skill
    Active

    Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…

    License: MIT
    • active-directory
    • active-directory-security
    • adcs
    • bloodhound
    • claude

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add ADScanPro/Claude-AD

    139GitHub stars+81 (+139.7 %)
  19. 19

    Other
    Active

    Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

    RustLicense: MIT
    • ai-agent
    • automation
    • desktop-app
    • llm
    • local-first

    githubmeasured growthOpen source ↗

    1 543GitHub stars+278 (+22.0 %)
  20. 20

    MCP
    UnknownLast commit: unavailable

    PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants

    mcpmeasured growthOpen source ↗

    Install claude mcp add postgres-mcp -- npx @yawlabs/postgres-mcp

    6 663downloads over 7 days+657 (+10.9 %)
  21. 21

    Skill
    Active

    AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template

    TypeScriptLicense: Apache-2.0
    • agent-skills
    • ai-agents
    • ai-video
    • claude-code
    • claude-code-skills

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Vincentwei1021/video-shotcraft ~/.claude/skills/video-shotcraft

    6 933GitHub stars+584 (+9.2 %)
  22. 22

    Agent
    Active

    Free, open-source AI office suite for macOS, Windows & Linux — Word (.docx), Excel (.xlsx), PowerPoint (.pptx), PDF and Markdown editing with built-in AI agents.

    TypeScriptLicense: Apache-2.0
    • ai
    • docx
    • electron
    • excel
    • markdown-editor

    githubmeasured growthOpen source ↗

    4 110GitHub stars+406 (+11.0 %)
  23. 23

    Skill
    Active

    Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

    JavaScriptLicense: MIT
    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-plugin

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add DietrichGebert/ponytail

    118 561GitHub stars+7 319 (+6.6 %)
  24. 24

    MCP
    Active

    Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

    TypeScriptLicense: MIT
    • ai-agents
    • anthropic
    • claude-code
    • cli
    • code-graph

    githubmeasured growthOpen source ↗

    5 247GitHub stars+354 (+7.2 %)

Learning resources

Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

  1. 1

    ai-engineering-from-scratch

    Agent
    ActiveOpen source ↗

    Learn it. Build it. Ship it for others.

    PythonLicense: MIT
    • agents
    • ai
    • ai-agents
    • ai-engineering
    • computer-vision
    githubResourcemeasured growth
    51 638GitHub stars+2 509 (+5.1 %)