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

    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 %)
    • 2

      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 %)
      • 3

        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 %)
        • 4

          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 %)
        • 5

          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 %)
          • 6

            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 %)
          • 7

            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 %)
          • 8

            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 %)
          • 9

            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 %)
          • 10

            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 %)
          • 11

            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 %)
            • 12

              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 %)
              • 13

                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 %)
              • 14

                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 %)
                • 15

                  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 %)
                  • 16

                    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 %)
                  • 17

                    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 %)
                  • 18

                    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 %)
                    • 19

                      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 %)
                    • 20

                      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 %)
                      • 21

                        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 %)
                      • 22

                        Skill
                        Active

                        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

                        License: MIT
                        • agent-skills
                        • claude-code
                        • codex
                        • nsfc
                        • nsfc-application

                        githubmeasured growthOpen source ↗

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

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

                        Skill
                        Active

                        ffprobe for documents — probe PDF, Microsoft Office, and Apple iWork files without opening them. Rust CLI + browser WASM SDK returning structured JSON with confidence, evidence, and measured I/O cost.

                        RustLicense: Apache-2.0
                        • agent-skills
                        • cli
                        • document-metadata
                        • document-parser
                        • document-processing

                        githubmeasured growthOpen source ↗

                        Install git clone https://github.com/deckflow/deckprobe ~/.claude/skills/deckprobe

                        120GitHub stars+21 (+21.2 %)
                      • 24

                        Skill
                        Active

                        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…

                        PythonLicense: MIT
                        • ai-agents
                        • anthropic
                        • claude
                        • claude-code
                        • claude-code-plugin

                        githubmeasured growthOpen source ↗

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

                        69GitHub stars+15 (+27.8 %)
                      • 25

                        Skill
                        Active

                        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.

                        PythonLicense: MIT
                        • agent-skills
                        • ai-agents
                        • claude-code-plugin
                        • codex
                        • gemini-cli-extension

                        githubmeasured growthOpen source ↗

                        Install /plugin marketplace add surendranb/writing-skills

                        31GitHub stars+9 (+40.9 %)