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. ECC has the largest measured increase: +6781 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-31 to 2026-09-07

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

    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.

    TypeScriptLicense: Apache-2.0
    • ai-code-tools
    • ai-coding-assistants
    • ai-developer-tools
    • ai-pair-programming
    • bolt-new

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add hi0001234d/nexpath

    198GitHub stars+154 (+350.0 %)
  2. 2

    MCP
    Active

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

    ↓ 93 downloads/weekPythonLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add seo-monster -- uvx seo-monster

      149GitHub stars+146 (+4866.7 %)
    • 3

      MCP
      Active

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

      PythonLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

        Install claude mcp add OpenWorkProof -- uvx openworkproof

        187GitHub stars+144 (+334.9 %)
      • 4

        Skill
        Active

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

        TypeScript
        • agent-skills
        • agentic
        • claude-code
        • ffmpeg
        • motion-design

        githubmeasured growthOpen source ↗

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

        180GitHub stars+112 (+164.7 %)
      • 5

        MCP
        Active

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

        PythonLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add agentburn -- uvx agentburn

          122GitHub stars+109 (+838.5 %)
        • 6

          MCP
          Active

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

          ↓ 372 downloads/weekTypeScriptLicense: MIT

            mcpmeasured growthOpen source ↗

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

            100GitHub stars+98 (+4900.0 %)
          • 7

            MCP
            Active

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

            TypeScriptLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

              114GitHub stars+92 (+418.2 %)
            • 8

              Skill
              Active

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

              PythonLicense: MIT
              • aashuu
              • ashutosh
              • ashutosh-kumar
              • claude-code
              • claude-code-free

              githubmeasured growthOpen source ↗

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

              132GitHub stars+89 (+207.0 %)
            • 9

              MCP
              Active

              Executable mathematics and independent verification for AI agents.

              PythonLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add jacobian -- npx jacobian

                163GitHub stars+81 (+98.8 %)
              • 10

                MCP
                Active

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

                PythonLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add flameox -- uvx flameox

                  104GitHub stars+57 (+121.3 %)
                • 11

                  Skill
                  Active

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

                  JavaScriptLicense: MIT
                  • agent-skills
                  • agent-workflows
                  • ai-agents
                  • codex
                  • context-management

                  githubmeasured growthOpen source ↗

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

                  105GitHub stars+55 (+110.0 %)
                • 12

                  MCP
                  Active

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

                  ↓ 410 downloads/weekTypeScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

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

                    58GitHub stars+54 (+1350.0 %)
                  • 13

                    Skill
                    Active

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

                    PythonLicense: MIT
                    • agent-skills
                    • claude
                    • claude-ai
                    • claude-code
                    • claude-skills

                    githubmeasured growthOpen source ↗

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

                    109GitHub stars+54 (+98.2 %)
                  • 14

                    Skill
                    Active

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

                    License: MIT
                    • ai
                    • ai-tools
                    • claude
                    • claude-ai
                    • claude-code-skill

                    githubmeasured growthOpen source ↗

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

                    115GitHub stars+55 (+91.7 %)
                  • 15

                    Skill
                    Active

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

                    HTMLLicense: MIT
                    • agent-skills
                    • ai-agents
                    • b2b-sales
                    • claude-code
                    • cursor-ide

                    githubmeasured growthOpen source ↗

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

                    52GitHub stars+51 (+5100.0 %)
                  • 16

                    Skill
                    Active

                    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.

                    PythonLicense: MIT
                    • agent-skills
                    • agents
                    • ai-agents
                    • arxiv
                    • hermes-agent

                    githubmeasured growthOpen source ↗

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

                    121GitHub stars+54 (+80.6 %)
                  • 17

                    Skill
                    Active

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

                    PythonLicense: MIT
                    • agent-skills
                    • ai
                    • ai-agents
                    • claude-code
                    • continuous-improvement

                    githubmeasured growthOpen source ↗

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

                    105GitHub stars+49 (+87.5 %)
                  • 18

                    MCP
                    Active

                    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.

                    TypeScriptLicense: MIT
                    • ai-agents
                    • claude
                    • claude-ai
                    • claude-code
                    • claude-code-plugin

                    githubmeasured growthOpen source ↗

                    161GitHub stars+59 (+57.8 %)
                  • 19

                    Skill
                    Active

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

                    JavaScriptLicense: MIT
                    • agentic-ai
                    • ai-agents
                    • antigravity
                    • antigravity-cli
                    • chatgpt

                    githubmeasured growthOpen source ↗

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

                    103GitHub stars+45 (+77.6 %)
                  • 20

                    MCP
                    Active

                    Manage social publishing workflows through OpenPost

                    TypeScriptLicense: AGPL-3.0

                      mcpmeasured growthOpen source ↗

                      Remote server, to be declared in the MCP configuration https://app.openpo.st/mcp

                      68GitHub stars+35 (+106.1 %)
                    • 21

                      Skill
                      Active

                      豆包工作系统化中文实践指南：教程、真实任务、Skills、连接器、自动化与多 Agent 工作流。

                      JavaScriptLicense: MIT
                      • agent-skills
                      • ai-agent
                      • doubao
                      • guide
                      • multi-agent

                      githubmeasured growthOpen source ↗

                      Install git clone https://github.com/AlephAITech/DoubaoWorkGuide ~/.claude/skills/DoubaoWorkGuide

                      133GitHub stars+52 (+64.2 %)
                    • 22

                      MCP
                      Active

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

                      TypeScriptLicense: Apache-2.0

                        mcpmeasured growthOpen source ↗

                        Remote server, to be declared in the MCP configuration https://sandbase.ai/v1/mcp

                        110GitHub stars+46 (+71.9 %)
                      • 23

                        MCP
                        Active

                        Code graph MCP server for AI agents: 81 languages, 87 frameworks, 90.6% fewer PR-review tokens

                        TypeScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add trace-mcp -- npx trace-mcp

                          155GitHub stars+53 (+52.0 %)
                        • 24

                          Skill
                          Active

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

                          ShellLicense: MIT
                          • agent-skills
                          • ai-agent
                          • claude-code
                          • codex
                          • design-methodology

                          githubmeasured growthOpen source ↗

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

                          94GitHub stars+39 (+70.9 %)
                        • 25

                          MCP
                          Active

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

                          ↓ 28 downloads/weekTypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add logisheets-mcp -- npx logisheets-mcp

                            40GitHub stars+25 (+166.7 %)