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技术工具雷达: Agents, skills and MCP

雷达筛选条件

近期变化

Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ECC has the largest measured increase: +6781 GitHub stars. These movements describe only changes in metrics collected over the period.

测量周期:2026-08-31 至 2026-09-07

工具排名

按实测增长排序,并在不同来源间归一化。 原始值保留各自的数据窗口;计算变化需要 7 天内至少两次测量。

  1. 1

    技能
    活跃

    Review code 100X faster. Lens draws every PR as animated architecture and data-flow diagrams, inside the pull request itself. Use it as a GitHub App, GitHub Action, CLI, or a skill for your coding agent

    github实测增长打开来源 ↗

    安装 git clone https://github.com/coldteadotai/pr-lens ~/.claude/skills/pr-lens

    315GitHub 星标+268 (+570.2 %)
  2. 2
    活跃

    Reddit research skills for Claude Code and AI agents

    github实测增长打开来源 ↗

    安装 git clone https://github.com/lignertys/reddit-research-skills ~/.claude/skills/reddit-research-skills

    347GitHub 星标+222 (+177.6 %)
  3. 3

    MCP
    活跃

    File a task with your local no_human and check on it: task_add and task_status over stdio.

    mcp实测增长打开来源 ↗

    安装 claude mcp add no_human -- uvx no-human

    263GitHub 星标+208 (+378.2 %)
  4. 4

    技能
    活跃

    Local-first AI coding workflow for vibe coders, indie hackers, technical founders and product managers — catch missing tests and safety checks across Claude Code, Cursor, Windsurf, Replit, Lovable and Bolt.new.

    github实测增长打开来源 ↗

    安装 /plugin marketplace add hi0001234d/nexpath

    198GitHub 星标+154 (+350.0 %)
  5. 5
    活跃

    SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

    mcp实测增长打开来源 ↗

    安装 claude mcp add seo-monster -- uvx seo-monster

    149GitHub 星标+146 (+4866.7 %)
  6. 6
    活跃

    Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.

    mcp实测增长打开来源 ↗

    安装 claude mcp add OpenWorkProof -- uvx openworkproof

    187GitHub 星标+144 (+334.9 %)
  7. 7
    活跃

    Create polished product demo videos with AI coding agents and Remotion. The UI is code, not a screen recording.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo

    180GitHub 星标+112 (+164.7 %)
  8. 8

    MCP
    活跃

    Local profiler: which usage window took you out, and where your agent's money goes

    mcp实测增长打开来源 ↗

    安装 claude mcp add agentburn -- uvx agentburn

    122GitHub 星标+109 (+838.5 %)
  9. 9
    活跃

    Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.

    mcp实测增长打开来源 ↗

    安装 claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp

    100GitHub 星标+98 (+4900.0 %)
  10. 10

    MCP
    活跃

    Agent Workflow Engine — multi-step MCP workflows with per-step directives and validation.

    mcp实测增长打开来源 ↗

    114GitHub 星标+92 (+418.2 %)
  11. 11
    活跃

    Use claude-code for free in the terminal, VSCode extension or via discord like openclaw

    github实测增长打开来源 ↗

    安装 /plugin marketplace add codeaashu/free-claude-code

    132GitHub 星标+89 (+207.0 %)
  12. 12

    技能
    活跃

    Skills that translate your coding agent's output into plain language: honest reports, straight verdicts, steps you can follow. MIT.

    github实测增长打开来源 ↗

    安装 /plugin marketplace add kharmanskyi/open-steps

    270GitHub 星标+113 (+72.0 %)
  13. 13

    MCP
    活跃

    Executable mathematics and independent verification for AI agents.

    mcp实测增长打开来源 ↗

    安装 claude mcp add jacobian -- npx jacobian

    163GitHub 星标+81 (+98.8 %)
  14. 14

    MCP
    活跃

    Bounded local runtime evidence from explicit artifacts and typed direct targets.

    mcp实测增长打开来源 ↗

    安装 claude mcp add flameox -- uvx flameox

    104GitHub 星标+57 (+121.3 %)
  15. 15
    活跃

    Re-anchor long conversations that drift through repeated local corrections.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/jinhanbuilds/hoist-the-elephant ~/.claude/skills/hoist-the-elephant

    105GitHub 星标+55 (+110.0 %)
  16. 16
    活跃

    Mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs for AI agents.

    mcp实测增长打开来源 ↗

    安装 claude mcp add voidmob-mcp -- npx @voidmob/mcp

    58GitHub 星标+54 (+1350.0 %)
  17. 17

    技能
    活跃

    Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT

    109GitHub 星标+54 (+98.2 %)
  18. 18

    技能
    活跃

    A Claude skill that turns brainstorming into an interactive mind map of inverted assumptions — no answers, no ranking, just provocations.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/ara-mkr/Wonder-Pill ~/.claude/skills/Wonder-Pill

    115GitHub 星标+55 (+91.7 %)
  19. 19
    活跃

    The marketing OS for AI agents — think like a marketer first, get tactics as the output.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/axelfreeman/marketing-mindset ~/.claude/skills/marketing-mindset

    52GitHub 星标+51 (+5100.0 %)
  20. 20

    技能
    活跃

    WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/ashutoshsinghpr7/wikiskill ~/.claude/skills/wikiskill

    121GitHub 星标+54 (+80.6 %)
  21. 21
    活跃

    Privacy-first AI project and Skill feedback loop for Codex and Claude Code—turn corrections into traceable requirements and verified repair plans.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/adand-91/requirement-ledger ~/.claude/skills/requirement-ledger

    105GitHub 星标+49 (+87.5 %)
  22. 22

    技能
    活跃

    Give your AI agent a phone number: order a private number in 200+ countries over the API, read the SMS verification code, hand the number back. The widest country coverage in the category, checkable with one API call.

    github实测增长打开来源 ↗

    安装 git clone https://github.com/sv-number/skills ~/.claude/skills/skills

    329GitHub 星标+93 (+39.4 %)
  23. 23

    MCP
    活跃

    AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

    github实测增长打开来源 ↗

    348GitHub 星标+94 (+37.0 %)
  24. 24

    技能
    活跃

    HEY CLI and Agent Skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/basecamp/hey-cli ~/.claude/skills/hey-cli

    349GitHub 星标+93 (+36.3 %)
  25. 25

    MCP
    活跃

    Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own. 81 languages, 87 frameworks, 100% local.

    github实测增长打开来源 ↗

    161GitHub 星标+59 (+57.8 %)