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, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-04 to 2026-09-10

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

    A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.

    ↓ 58 downloads/weekJavaScriptLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit

      2GitHub stars+2
    • 2

      MCP
      Active

      Drive a browser you are already signed into, through the free T3rnel Browser extension.

      ↓ 419 downloads/weekJavaScriptLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

        Install claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge

        2GitHub stars+2
      • 3

        MCP
        Active

        Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.

        ↓ 48 downloads/weekPythonLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp

          2GitHub stars+2
        • 4

          MCP
          Active

          Adaptive AI training coach MCP server backed by Garmin Connect

          ↓ 18 downloads/weekPythonLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add coach-mcp -- uvx garmin-coach-mcp

            2GitHub stars+2
          • 5

            MCP
            Active

            A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

            PythonLicense: MIT

              mcpmeasured growthOpen source ↗

              Install claude mcp add omni-computer-use -- uvx omni-computer-use-mcp

              2GitHub stars+1 (+100.0 %)
            • 6

              MCP
              Active

              Generate AI images, video, music, and sound effects, and upscale them, from any MCP client.

              License: MIT

                mcpmeasured growthOpen source ↗

                Remote server, to be declared in the MCP configuration https://mcp.budgetpixel.com/mcp

                2GitHub stars+1 (+100.0 %)
              • 7

                Skill
                Dormant

                A ready-to-use Claude Code project scaffold — rules, commands, skills, agents, and hooks in one command.

                JavaScriptLicense: MIT
                • claude
                • claude-ai
                • claude-code-plugin
                • claude-code-skills
                • claude-skills

                githubmeasured growthOpen source ↗

                Install /plugin marketplace add KhaiTrang1995/claude-code-structure

                2GitHub stars+1 (+100.0 %)
              • 8

                MCP
                Dormant

                MCP server for interacting with Bazos.cz and Bazos.sk

                TypeScriptLicense: NOASSERTION

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add bazos-mcp -- npx @andrijdavid/bazos-mcp

                  2GitHub stars+1 (+100.0 %)
                • 9

                  Skill
                  Active

                  🔨 Agentic workflow template

                  • ai
                  • ai-agent
                  • ai-agents
                  • ai-tools
                  • cursor

                  githubmeasured growthOpen source ↗

                  Install git clone https://github.com/95gabor/agentic-workflow ~/.claude/skills/agentic-workflow

                  2GitHub stars+1 (+100.0 %)
                • 10

                  MCP
                  Active

                  A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

                  PythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add computer-use-omni -- uvx computer-use-omni

                    2GitHub stars+1 (+100.0 %)
                  • 11

                    MCP
                    Active

                    Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.

                    License: MIT

                      mcpmeasured growthOpen source ↗

                      Remote server, to be declared in the MCP configuration https://garmin-mcp-nuqd.onrender.com/mcp

                      2GitHub stars+1 (+100.0 %)
                    • 12

                      MCP
                      Active

                      Read-only access to the Islam West Africa Collection via Hugging Face datasets.

                      TypeScriptLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Remote server, to be declared in the MCP configuration https://islam.zmo.de/mcp/

                        2GitHub stars+1 (+100.0 %)
                      • 13

                        MCP
                        Active

                        SBB Open Data via OpenDataSoft

                        PythonLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add sbb-opendata-mcp -- uvx sbb-opendata-mcp

                          2GitHub stars+1 (+100.0 %)
                        • 14

                          MCP
                          Active

                          Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.

                          GoLicense: MIT

                            mcpmeasured growthOpen source ↗

                            2GitHub stars+1 (+100.0 %)
                          • 15

                            MCP
                            Active

                            Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

                            RustLicense: MIT

                              mcpmeasured growthOpen source ↗

                              2GitHub stars+1 (+100.0 %)
                            • 16

                              MCP
                              Active

                              Local SwiftUI changed/staged checks with compact agent output and multi-module ownership.

                              SwiftLicense: MIT

                                mcpmeasured growthOpen source ↗

                                2GitHub stars+1 (+100.0 %)
                              • 17

                                MCP
                                Active

                                Governs what AI agents do: tool calls, SQL, commands, files checked against policy before they run.

                                TypeScriptLicense: Apache-2.0

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add shrike-mcp -- npx shrike-mcp

                                  2GitHub stars+1 (+100.0 %)
                                • 18

                                  Skill
                                  Active

                                  AI PLC programming and headless TIA Portal automation. Let an AI agent program for you — 240+ CLI verbs over the Siemens Openness API, JSON in and out, dry-run by default. Offline and on-premise, no cloud copilot. S7-1500, S7-1200, SCL,…

                                  • agent-skills
                                  • agentic-ai
                                  • claude
                                  • claude-code
                                  • claude-code-skill

                                  githubmeasured growthOpen source ↗

                                  Install git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI

                                  2GitHub stars+1 (+100.0 %)
                                • 19

                                  MCP
                                  Active

                                  Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.

                                  JavaScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    2GitHub stars+1 (+100.0 %)
                                  • 20

                                    MCP
                                    Active

                                    Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.

                                    C#License: NOASSERTION

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp

                                      2GitHub stars+1 (+100.0 %)
                                    • 21

                                      MCP
                                      Active

                                      Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Carlo, TIA.

                                      JavaScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

                                        Remote server, to be declared in the MCP configuration https://mcp.criticalpathpartners.ca/mcp

                                        2GitHub stars+1 (+100.0 %)
                                      • 22

                                        Skill
                                        Dormant

                                        Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.

                                        License: MIT
                                        • ai-agent
                                        • ai-coding
                                        • claude-code
                                        • claude-code-skills
                                        • claude-skill

                                        githubmeasured growthOpen source ↗

                                        Install git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill

                                        2GitHub stars+1 (+100.0 %)
                                      • 23

                                        MCP
                                        Active

                                        Czech Statistical Office (Český statistický úřad, ČSÚ) open-data MCP.

                                        TypeScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/czso-cz/mcp

                                          2GitHub stars+1 (+100.0 %)
                                        • 24

                                          MCP
                                          Active

                                          Harvard Art Museums MCP.

                                          TypeScriptLicense: MIT

                                            mcpmeasured growthOpen source ↗

                                            Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/harvard-art/mcp

                                            2GitHub stars+1 (+100.0 %)
                                          • 25

                                            MCP
                                            Active

                                            LibreTranslate MCP — open-source machine translation (BYO endpoint)

                                            TypeScriptLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/libretranslate/mcp

                                              2GitHub stars+1 (+100.0 %)