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

    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 %)
    • 2

      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 %)
      • 3

        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 %)
        • 4

          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 %)
          • 5

            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 %)
          • 6

            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 %)
            • 7

              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 %)
              • 8

                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 %)
              • 9

                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 %)
                • 10

                  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 %)
                • 11

                  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 %)
                • 12

                  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 %)
                • 13

                  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 %)
                • 14

                  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 %)
                • 15

                  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 %)
                • 16

                  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 %)
                • 17

                  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 %)
                  • 18

                    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 %)
                  • 19

                    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 %)
                    • 20

                      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 %)
                      • 21

                        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 %)
                      • 22

                        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 %)
                        • 23

                          Skill
                          Active

                          Curated agent skills for CesiumJS development.

                          JavaScriptLicense: Apache-2.0
                          • claude-code-plugin
                          • claude-code-skills
                          • codex-skills
                          • github-copilot-skills

                          githubmeasured growthOpen source ↗

                          Install /plugin marketplace add CesiumGS/cesiumjs-skills

                          168GitHub stars+50 (+42.4 %)
                        • 24

                          MCP
                          Active

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

                          TypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

                            38GitHub stars+22 (+137.5 %)
                          • 25

                            Skill
                            Active

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

                            PythonLicense: MIT
                            • agent
                            • agent-skill
                            • agent-skills
                            • claude-ai
                            • roadtrip

                            githubmeasured growthOpen source ↗

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

                            90GitHub stars+32 (+55.2 %)