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

      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
      • 3

        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
        • 4

          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
          • 5

            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 %)
            • 6

              Agent
              Dormant

              A zero-friction FastAPI plugin that turns any existing app into a fully compliant Agent-to-Agent (A2A) node — expose your routes as discoverable skills and delegate tasks to remote agents with a single decorator.

              PythonLicense: MIT
              • a2a-protocol
              • agent-to-agent
              • ai-agents
              • asyncio
              • fastapi

              githubmeasured growthOpen source ↗

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

              Other
              Active

              Task-monitoring notification plugin for DeepSeek Harness (dsh): turn/end alerts, human-confirmation with timeout escalation, SAPI voice, HTTP/A2A/MCP channels — zero-dependency build-free bundle

              JavaScriptLicense: MIT
              • a2a
              • deepseek-harness
              • dsh
              • dsh-plugin
              • mcp

              githubmeasured growthOpen source ↗

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

              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 %)
              • 9

                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 %)
                • 10

                  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 %)
                • 11

                  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 %)
                • 12

                  Other
                  Active

                  Open-source enterprise AI agent platform for centrally governing agents, tools, memory, RAG, approvals, and durable workflows with FastAPI, LangGraph, LangChain, and LangSmith.

                  Python
                  • a2a-protocol
                  • agent-orchestration
                  • agent-platform
                  • agentic-ai
                  • ai-agents

                  githubmeasured growthOpen source ↗

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

                  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 %)
                  • 14

                    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 %)
                    • 15

                      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 %)
                    • 16

                      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 %)
                      • 17

                        MCP
                        Active

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

                        JavaScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

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

                          Skill
                          Active

                          Steve Polito's Agent Skills

                          HTML
                          • agent-skills
                          • claude-code-skills
                          • claude-skills
                          • skills

                          githubmeasured growthOpen source ↗

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

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

                          MCP
                          Active

                          KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

                          PythonLicense: MIT

                            mcpmeasured growthOpen source ↗

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

                            MCP
                            Active

                            KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

                            PythonLicense: MIT

                              mcpmeasured growthOpen source ↗

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

                              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 %)
                              • 22

                                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 %)
                                • 23

                                  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 %)
                                  • 24

                                    MCP
                                    Active

                                    Victoria and Albert Museum (V&A) Collections MCP.

                                    TypeScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

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

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

                                      MCP
                                      Active

                                      Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.

                                      PythonLicense: WTFPL

                                        mcpmeasured growthOpen source ↗

                                        2GitHub stars+1 (+100.0 %)