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. ponytail has the largest measured increase: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-04 to 2026-09-11

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

    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
    • 2

      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
      • 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

            Returns only the unit tests affected by your current Kotlin/Android code changes.

            KotlinLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

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

              MCP
              Active

              German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT validation, Peppol.

              ↓ 115 downloads/weekXSLTLicense: Apache-2.0

                mcpmeasured growthOpen source ↗

                Install claude mcp add mcp-einvoicing-de -- uvx mcp-einvoicing-de

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

                MCP
                Active

                Local-first privacy MCP server for sensitive AI workflows

                ↓ 76 downloads/weekPythonLicense: Apache-2.0

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add securedact-mcp -- uvx securedact-mcp

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

                  MCP
                  Active

                  Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.

                  ↓ 1 642 downloads/weekPythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add mcpify -- uvx mcpify-openapi

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

                    MCP
                    Active

                    Estonian court decisions: full-text case-law search, each ruling linked to its companies. Free.

                    License: MIT

                      mcpmeasured growthOpen source ↗

                      Remote server, to be declared in the MCP configuration https://lahend.ee/api/lahend-mcp/mcp

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

                      MCP
                      Active

                      Create, read and live-edit visual boards, Kanban plans, Gantt timelines and diagrams with AI agents.

                      TypeScriptLicense: NOASSERTION

                        mcpmeasured growthOpen source ↗

                        Remote server, to be declared in the MCP configuration https://skedra.xyz/api/mcp

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

                        MCP
                        Active

                        LinkedIn Sales Navigator contact and account search from your logged-in browser.

                        PythonLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add linkedin-sales-nav-mcp -- uvx linkedin-sales-nav-mcp

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

                          MCP
                          Active

                          Reddit Ads MCP: campaigns, ad groups, ads, reporting, and audience targeting.

                          ↓ 86 downloads/weekTypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add reddit-ads -- npx mcp-reddit-ads

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

                            MCP
                            Active

                            Physical Layer Linter: validates RF and radar calculations against hard physical limits.

                            ↓ 76 downloads/weekPythonLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add physbound -- uvx physbound

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

                              MCP
                              Active

                              Give an AI agent a real .NET debugger: breakpoints, stepping, locals, expression evaluation.

                              C#License: MIT

                                mcpmeasured growthOpen source ↗

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

                                MCP
                                Active

                                Modify PDF text, replace with regex, and analyze layout while preserving fonts.

                                Python

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add pdf-modifier-mcp -- uvx pdf-modifier-mcp

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

                                  MCP
                                  Active

                                  Inspect, operate, and author Microsoft Power Automate cloud flows from an agent context.

                                  ↓ 53 downloads/weekTypeScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add power-automate-mcp-server -- npx power-automate-mcp-server

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

                                    MCP
                                    Active

                                    Verified FL Studio control, mix diagnosis, composition, and arrangement.

                                    ↓ 51 downloads/weekPythonLicense: Apache-2.0

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add postfader-fl-studio-mcp -- uvx postfader-fl-studio-mcp

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

                                      MCP
                                      Active

                                      Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

                                      ↓ 19 downloads/weekTypeScriptLicense: GPL-3.0

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add axiom-math -- npx axiom-math

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

                                        MCP
                                        Dormant

                                        Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/DKIM/DMARC).

                                        ↓ 32 downloads/weekJavaScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add inbox-check -- npx ldm-inbox-check-mcp

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

                                          MCP
                                          Active

                                          Read + write MCP server for OpenEMIS — free open-source school management system. 675 resources.

                                          ↓ 33 downloads/weekTypeScriptLicense: NOASSERTION

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add openemis-pro -- npx openemis-mcp-pro

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

                                            MCP
                                            Active

                                            German law MCP: legislation (NeuRIS), case law (RII, Open Legal Data), Bundestag DIP documents.

                                            ↓ 57 downloads/weekPythonLicense: Apache-2.0

                                              mcpmeasured growthOpen source ↗

                                              Install claude mcp add de-eli-mcp -- uvx de-eli-mcp

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

                                              MCP
                                              Active

                                              Scaffold Starter Series projects and check release, deployment, security, and agent instructions.

                                              ↓ 27 downloads/weekTypeScriptLicense: MIT

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add create-starter -- npx starter-series

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

                                                MCP
                                                Active

                                                Deploy and manage self-hosted OpenClaw instances across clouds

                                                ↓ 47 downloads/weekTypeScriptLicense: MPL-2.0

                                                  mcpmeasured growthOpen source ↗

                                                  Install claude mcp add clawops -- npx @clawops/cli

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

                                                  MCP
                                                  Active

                                                  Persistent memory layer for AI coding agents — your agent remembers what you taught it.

                                                  ↓ 47 downloads/weekLicense: NOASSERTION

                                                    mcpmeasured growthOpen source ↗

                                                    Install claude mcp add aide-memory -- npx aide-memory

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

                                                    MCP
                                                    Active

                                                    Headless Blender asset QA over MCP: background script runs and FBX reimport verification.

                                                    ↓ 55 downloads/weekJavaScriptLicense: MIT

                                                      mcpmeasured growthOpen source ↗

                                                      Install claude mcp add ellmos-blender-use-mcp -- npx ellmos-blender-use-mcp

                                                      2GitHub stars+1 (+100.0 %)