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

    Cross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.

    ShellLicense: MIT

      mcpmeasured growthOpen source ↗

      Remote server, to be declared in the MCP configuration https://www.gryz.ai/api/mcp

      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

        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

          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
          • 5

            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
            • 6

              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 %)
            • 7

              MCP
              Active

              Evidence-backed Linux performance triage over MCP

              RustLicense: Apache-2.0

                mcpmeasured 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

                  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
                  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 %)
                  • 11

                    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 %)
                    • 12

                      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 %)
                      • 13

                        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 %)
                        • 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

                            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 %)
                            • 16

                              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 %)
                            • 17

                              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 %)
                            • 18

                              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 %)
                              • 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

                                  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

                                    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 %)
                                    • 22

                                      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 %)
                                      • 23

                                        MCP
                                        Active

                                        Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.

                                        TypeScriptLicense: Apache-2.0

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add openstates-mcp-server -- npx @cyanheads/openstates-mcp-server

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

                                          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 %)
                                        • 25

                                          MCP
                                          Active

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

                                          RustLicense: MIT

                                            mcpmeasured growthOpen source ↗

                                            2GitHub stars+1 (+100.0 %)