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.

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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

    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 %)
    • 2

      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 %)
      • 3

        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 %)
        • 4

          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 %)
          • 5

            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 %)
          • 6

            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 %)
            • 7

              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 %)
            • 8

              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 %)
            • 9

              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 %)
            • 10

              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 %)
            • 11

              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 %)
            • 12

              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 %)
            • 13

              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 %)
              • 14

                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 %)
                • 15

                  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 %)
                • 16

                  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 %)
                  • 17

                    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 %)
                    • 18

                      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 %)
                    • 19

                      Skill
                      Active

                      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.

                      PythonLicense: Apache-2.0
                      • agent-plugins
                      • agent-skills
                      • agent-skills-marketplace
                      • ai-agents
                      • ai-workflows

                      githubmeasured growthOpen source ↗

                      Install /plugin marketplace add sandbaseai/sandbase-skills

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

                      Skill
                      Active

                      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.

                      PythonLicense: MIT
                      • ai-agents
                      • claude-skills
                      • codex-skill
                      • computer-vision
                      • editable-pptx

                      githubmeasured growthOpen source ↗

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

                      35GitHub stars+15 (+75.0 %)
                    • 21

                      MCP
                      Active

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

                      SCSSLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add igniteui-theming -- npx igniteui-theming

                        44GitHub stars+17 (+63.0 %)
                      • 22

                        MCP
                        Active

                        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.

                        TypeScriptLicense: Apache-2.0
                        • agent-skills
                        • ai-agents
                        • ai-coding
                        • ai-gateway
                        • chatgpt

                        githubmeasured growthOpen source ↗

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

                        Skill
                        Active

                        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…

                        PythonLicense: AGPL-3.0
                        • agent-skills
                        • ai-agents
                        • codex
                        • codex-skill
                        • document-conversion

                        githubmeasured growthOpen source ↗

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

                        114GitHub stars+25 (+28.1 %)
                      • 24

                        MCP
                        Active

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

                        PythonLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Remote server, to be declared in the MCP configuration https://deepmem.dev/mcp

                          114GitHub stars+23 (+25.3 %)
                        • 25

                          Skill
                          Active

                          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.

                          PythonLicense: MIT
                          • agent-skill
                          • ai-agents
                          • ai-marketing
                          • captions
                          • claude-code

                          githubmeasured growthOpen source ↗

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

                          41GitHub stars+12 (+41.4 %)