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

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

    Python许可证: MIT

      mcp实测增长打开来源 ↗

      安装 claude mcp add agentburn -- uvx agentburn

      122GitHub 星标+109 (+838.5 %)
    • 2

      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 %)
      • 3

        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 %)
        • 4

          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 %)
          • 5

            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 %)
          • 6

            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 %)
            • 7

              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 %)
            • 8

              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 %)
            • 9

              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 %)
            • 10

              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.

              Python许可证: MIT
              • agent-skills
              • agents
              • ai-agents
              • arxiv
              • hermes-agent

              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 %)
            • 11

              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 %)
            • 12

              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 %)
            • 13

              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 %)
              • 14

                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 %)
                • 15

                  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 %)
                • 16

                  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 %)
                  • 17

                    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 %)
                    • 18

                      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 %)
                    • 19

                      技能
                      活跃

                      88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek Harness.

                      Python许可证: Apache-2.0
                      • agent-plugins
                      • agent-skills
                      • agent-skills-marketplace
                      • ai-agents
                      • ai-workflows

                      github实测增长打开来源 ↗

                      安装 /plugin marketplace add sandbaseai/sandbase-skills

                      131GitHub 星标+33 (+33.7 %)
                    • 20

                      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 %)
                    • 21

                      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 %)
                      • 22

                        MCP
                        活跃

                        Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.

                        TypeScript许可证: Apache-2.0
                        • agent-skills
                        • ai-agents
                        • ai-coding
                        • ai-gateway
                        • chatgpt

                        github实测增长打开来源 ↗

                        121GitHub 星标+26 (+27.4 %)
                      • 23

                        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 %)
                      • 24

                        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 %)
                        • 25

                          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 %)