工具说明为英文。

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

    MCP
    活跃

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

    ↓ 372 下载/周TypeScript许可证: MIT

      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 %)
    • 2

      MCP
      活跃

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

      TypeScript许可证: Apache-2.0

        mcp实测增长打开来源 ↗

        114GitHub 星标+92 (+418.2 %)
      • 3

        MCP
        活跃

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

        Python许可证: MIT

          mcp实测增长打开来源 ↗

          安装 claude mcp add flameox -- uvx flameox

          104GitHub 星标+57 (+121.3 %)
        • 4

          技能
          活跃

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

          JavaScript许可证: MIT
          • agent-skills
          • agent-workflows
          • ai-agents
          • codex
          • context-management

          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 %)
        • 5

          MCP
          活跃

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

          ↓ 410 下载/周TypeScript许可证: MIT

            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 %)
          • 6

            技能
            活跃

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

            Python许可证: MIT
            • agent-skills
            • claude
            • claude-ai
            • claude-code
            • claude-skills

            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 %)
          • 7

            技能
            活跃

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

            许可证: MIT
            • ai
            • ai-tools
            • claude
            • claude-ai
            • claude-code-skill

            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 %)
          • 8

            技能
            活跃

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

            HTML许可证: MIT
            • agent-skills
            • ai-agents
            • b2b-sales
            • claude-code
            • cursor-ide

            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 %)
          • 9

            技能
            活跃

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

            Python许可证: MIT
            • agent-skills
            • ai
            • ai-agents
            • claude-code
            • continuous-improvement

            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 %)
          • 10

            技能
            活跃

            Hire Google's Antigravity CLI (agy) as a fast Gemini staffer for Claude Code and OpenAI Codex.

            JavaScript许可证: MIT
            • agentic-ai
            • ai-agents
            • antigravity
            • antigravity-cli
            • chatgpt

            github实测增长打开来源 ↗

            安装 /plugin marketplace add keli-wen/agy-staff

            103GitHub 星标+45 (+77.6 %)
          • 11

            MCP
            活跃

            Manage social publishing workflows through OpenPost

            TypeScript许可证: AGPL-3.0

              mcp实测增长打开来源 ↗

              需在 MCP 配置中声明的远程服务器 https://app.openpo.st/mcp

              68GitHub 星标+35 (+106.1 %)
            • 12

              MCP
              活跃

              Connect MCP clients to 2,000+ AI models without managing provider API keys.

              TypeScript许可证: Apache-2.0

                mcp实测增长打开来源 ↗

                需在 MCP 配置中声明的远程服务器 https://sandbase.ai/v1/mcp

                110GitHub 星标+46 (+71.9 %)
              • 13

                技能
                活跃

                Reusable UI/UX design skills for AI coding agents — Codex, Claude Code, ZCode, and more.

                Shell许可证: MIT
                • agent-skills
                • ai-agent
                • claude-code
                • codex
                • design-methodology

                github实测增长打开来源 ↗

                安装 git clone https://github.com/touchine-ojo/OJO-Design-Skills ~/.claude/skills/OJO-Design-Skills

                94GitHub 星标+39 (+70.9 %)
              • 14

                MCP
                活跃

                An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

                ↓ 28 下载/周TypeScript许可证: MIT

                  mcp实测增长打开来源 ↗

                  安装 claude mcp add logisheets-mcp -- npx logisheets-mcp

                  40GitHub 星标+25 (+166.7 %)
                • 15

                  MCP
                  活跃

                  One MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr

                  TypeScript许可证: MIT

                    mcp实测增长打开来源 ↗

                    38GitHub 星标+22 (+137.5 %)
                  • 16

                    技能
                    活跃

                    An AI agent skill that turns "start + days" into a road trip you can actually drive.

                    Python许可证: MIT
                    • agent
                    • agent-skill
                    • agent-skills
                    • claude-ai
                    • roadtrip

                    github实测增长打开来源 ↗

                    安装 git clone https://github.com/Waybox-AI/roadtrip-skill ~/.claude/skills/roadtrip-skill

                    90GitHub 星标+32 (+55.2 %)
                  • 17

                    技能
                    活跃

                    A Skill and CLI tool for Codex and Claude Code that converts images, PDFs, image-based PPTX files, and mixed PPTX files into editable PowerPoint presentations.

                    Python许可证: MIT
                    • ai-agents
                    • claude-skills
                    • codex-skill
                    • computer-vision
                    • editable-pptx

                    github实测增长打开来源 ↗

                    安装 git clone https://github.com/DSY-Xueai/image2editable ~/.claude/skills/image2editable

                    35GitHub 星标+15 (+75.0 %)
                  • 18

                    MCP
                    活跃

                    Generate Sass palettes, typography, elevations, and themes for Ignite UI components.

                    SCSS许可证: MIT

                      mcp实测增长打开来源 ↗

                      安装 claude mcp add igniteui-theming -- npx igniteui-theming

                      44GitHub 星标+17 (+63.0 %)
                    • 19

                      技能
                      活跃

                      AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

                      Python许可证: AGPL-3.0
                      • agent-skills
                      • ai-agents
                      • codex
                      • codex-skill
                      • document-conversion

                      github实测增长打开来源 ↗

                      安装 git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

                      114GitHub 星标+25 (+28.1 %)
                    • 20

                      MCP
                      活跃

                      Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

                      Python许可证: MIT

                        mcp实测增长打开来源 ↗

                        需在 MCP 配置中声明的远程服务器 https://deepmem.dev/mcp

                        114GitHub 星标+23 (+25.3 %)
                      • 21

                        技能
                        活跃

                        Instagram marketing skills for Claude Code and Codex: captions, carousels, hooks, hashtag strategy, and a weekly plan. Draft, humanize, and publish via Publora. MIT. Content engineering by Creative Content Crafts.

                        Python许可证: MIT
                        • agent-skill
                        • ai-agents
                        • ai-marketing
                        • captions
                        • claude-code

                        github实测增长打开来源 ↗

                        安装 git clone https://github.com/sergebulaev/instagram-skills ~/.claude/skills/instagram-skills

                        41GitHub 星标+12 (+41.4 %)
                      • 22

                        技能
                        活跃

                        一个用于国家自然科学基金（NSFC/国自然）申请书初稿诊断的 Agent Skill

                        许可证: MIT
                        • agent-skills
                        • claude-code
                        • codex
                        • nsfc
                        • nsfc-application

                        github实测增长打开来源 ↗

                        安装 git clone https://github.com/jiankang1991/nsfc-benzi-audit ~/.claude/skills/nsfc-benzi-audit

                        79GitHub 星标+17 (+27.4 %)
                      • 23

                        技能
                        活跃

                        Keep Claude Fable 5 in the chair all day without draining your usage limit — token-frugal multi-agent orchestration plugin for Claude Code: tier routing (Sonnet 5 does the work), Requirements Ledger, enforced guard hooks, automatic teammate…

                        Python许可证: MIT
                        • ai-agents
                        • anthropic
                        • claude
                        • claude-code
                        • claude-code-plugin

                        github实测增长打开来源 ↗

                        安装 /plugin marketplace add Rylaa/fable5-opus5-orchestrator

                        69GitHub 星标+15 (+27.8 %)
                      • 24

                        技能
                        活跃

                        Procedural writing-style skills for AI agents: official frameworks (plain language, business writing, GOV.UK, AP style, STE-100, developer docs) + character voices. Agent Plugins 1.0.0, works in opencode, Claude Code, Codex.

                        Python许可证: MIT
                        • agent-skills
                        • ai-agents
                        • claude-code-plugin
                        • codex
                        • gemini-cli-extension

                        github实测增长打开来源 ↗

                        安装 /plugin marketplace add surendranb/writing-skills

                        31GitHub 星标+9 (+40.9 %)
                      • 25

                        技能
                        活跃

                        Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skills your Bots use to research, size, execute and review.

                        Python许可证: MIT
                        • agent-plugin
                        • agent-plugins
                        • agent-skills
                        • ai-agents
                        • claude-code

                        github实测增长打开来源 ↗

                        安装 git clone https://github.com/galleonlabs/hypergrok-trading-desk ~/.claude/skills/hypergrok-trading-desk

                        55GitHub 星标+12 (+27.9 %)