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 Amazon ECS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-02 to 2026-09-08

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

    Reporting and queries over Astrea (Aurum), Brazilian legal-practice software: cases per client, cale

    License: MIT

      mcpmeasured growthOpen source ↗

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

      12GitHub stars+8 (+200.0 %)
    • 2

      MCP
      Active

      Fast local Apple Mail MCP: indexed search, full-text bodies, verified sends, triage. macOS.

      PythonLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add apple-mail-mcp -- uvx apple-mailbox-mcp

        9GitHub stars+8 (+800.0 %)
      • 3

        MCP
        Active

        Build, backtest, and deploy crypto trading strategies via MCP with 7-stage validation.

        PythonLicense: MIT

          mcpmeasured growthOpen source ↗

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

          8GitHub stars+8
        • 4

          MCP
          Active

          Issue and manage Brazilian service invoices (NFS-e) by chatting with your agent, platform-hosted, no

          License: MIT

            mcpmeasured growthOpen source ↗

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

            8GitHub stars+8
          • 5

            MCP
            Active

            Read-only, self-hosted MCP access to IMAP email, mirrored locally and indexed by notmuch.

            GoLicense: MIT

              mcpmeasured growthOpen source ↗

              12GitHub stars+7 (+140.0 %)
            • 6

              MCP
              Active

              Local-first bridge: export your own Mi Fitness (Xiaomi) health data to SQLite/JSON/CSV and MCP.

              PythonLicense: NOASSERTION

                mcpmeasured growthOpen source ↗

                12GitHub stars+7 (+140.0 %)
              • 7

                MCP
                Active

                Digital account and billing on Asaas with the full official REST API v3 (api.asaas.com), balance, ch

                License: MIT

                  mcpmeasured growthOpen source ↗

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

                  7GitHub stars+7
                • 8

                  MCP
                  Active

                  Read-only discovery for NeuralNg Angular components, APIs, packages, icons and theme recipes.

                  ↓ 65 downloads/weekTypeScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add neuralng -- npx @neural-ng/mcp-server

                    7GitHub stars+6 (+600.0 %)
                  • 9

                    MCP
                    Active

                    Free, editor-less MCP server for Rive: create, edit, inspect, render and preview .riv animations

                    ↓ 157 downloads/weekTypeScriptLicense: NOASSERTION

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add rive-mcp -- npx rive-mcp-server

                      7GitHub stars+5 (+250.0 %)
                    • 10

                      MCP
                      Active

                      Compile your own business capabilities from declarative YAML and serve them as MCP tools.

                      ↓ 503 downloads/weekTypeScriptLicense: Apache-2.0

                        mcpmeasured growthOpen source ↗

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

                        6GitHub stars+5 (+500.0 %)
                      • 11

                        MCP
                        Active

                        Everything plus the kitchen sink for Microsoft Word: 219 document ops, one grammar, tiered loading.

                        PythonLicense: AGPL-3.0

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add kitchensink4word -- uvx kitchensink4word

                          5GitHub stars+5
                        • 12

                          MCP
                          Active

                          File-oriented MCP server for KiCad schematics, PCB placement, routing, and pours.

                          ↓ 61 downloads/weekTypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add kicad-copilot -- npx kicad-copilot-mcp

                            8GitHub stars+4 (+100.0 %)
                          • 13

                            MCP
                            Active

                            Generate Multisim circuits, run simulations, export data, and create experiment reports.

                            PythonLicense: MIT

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add multisim-mcp -- uvx multisim-mcp

                              8GitHub stars+4 (+100.0 %)
                            • 14

                              Skill
                              Active

                              Install, run and verify OSINT tools from GitHub automatically, on any OS

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

                              githubmeasured growthOpen source ↗

                              Install /plugin marketplace add soxoj/claude-osint-deploy

                              12GitHub stars+5 (+71.4 %)
                            • 15

                              MCP
                              Active

                              Engineering memory for AI-assisted codebases: decisions, bug lineage and invariants, over MCP.

                              TypeScriptLicense: Apache-2.0

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add hunch -- npx @davesheffer/hunch

                                9GitHub stars+4 (+80.0 %)
                              • 16

                                MCP
                                Active

                                Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

                                ↓ 641 downloads/weekPythonLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add cpersona -- uvx cpersona

                                  6GitHub stars+3 (+100.0 %)
                                • 17

                                  MCP
                                  Active

                                  Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

                                  ↓ 42 downloads/weekTypeScriptLicense: NOASSERTION

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add neurakeep -- npx neurakeep

                                    6GitHub stars+3 (+100.0 %)
                                  • 18

                                    MCP
                                    Active

                                    Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation.

                                    TypeScriptLicense: Apache-2.0

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add open-meteo-mcp-server -- npx @cyanheads/open-meteo-mcp-server

                                      5GitHub stars+3 (+150.0 %)
                                    • 19

                                      MCP
                                      Active

                                      Create and edit images, videos, and audio through Magic Hour's hosted Streamable HTTP MCP server.

                                      Python

                                        mcpmeasured growthOpen source ↗

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

                                        5GitHub stars+3 (+150.0 %)
                                      • 20

                                        MCP
                                        Active

                                        MCP server for Unity: 130+ tools, Unity 6 skills, AI/ML discovery. No Editor.

                                        TypeScript

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add unity-mcp-server -- npx unity-mcp-server

                                          5GitHub stars+3 (+150.0 %)
                                        • 21

                                          Other
                                          Active

                                          Claude Code Skill：B站/小红书/抖音/快手/微博/贴吧/知乎 多平台社媒评论采集爬虫。扫码登录，自动生成 HTML 报告+CSV，支持关键词搜索/指定链接/创作者主页三种模式

                                          Python
                                          • claude-code
                                          • claude-code-skill
                                          • data-collection
                                          • media-crawler
                                          • social-media

                                          githubmeasured growthOpen source ↗

                                          10GitHub stars+4 (+66.7 %)
                                        • 22

                                          MCP
                                          Active

                                          Sailing passage planner for any coast, with high-precision tides on the French Atlantic.

                                          TypeScriptLicense: AGPL-3.0

                                            mcpmeasured growthOpen source ↗

                                            Remote server, to be declared in the MCP configuration https://mcp.ohmywind.fr/mcp

                                            10GitHub stars+4 (+66.7 %)
                                          • 23

                                            MCP
                                            Active

                                            Apple Health AI Bridge provides read-only local MCP access for Health Bridge for AI.

                                            PythonLicense: Apache-2.0

                                              mcpmeasured growthOpen source ↗

                                              7GitHub stars+3 (+75.0 %)
                                            • 24

                                              MCP
                                              Active

                                              Skylight Calendar for Claude — family events, chores, and rewards.

                                              ↓ 1 059 downloads/weekTypeScriptLicense: MIT

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add skylight-mcp -- npx skylight-mcp

                                                7GitHub stars+3 (+75.0 %)

                                              Learning resources

                                              Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

                                              1. 1

                                                agentweave

                                                Other
                                                ActiveOpen source ↗

                                                Knowledge-, capability-, and trust-aware framework for discovering, validating, selecting, and orchestrating heterogeneous AI agents across cloud, marketplace, enterprise, and edge environments, with A2A interoperability and outcome-driven…

                                                PythonLicense: Apache-2.0
                                                • a2a-protocol
                                                • agent-discovery
                                                • agent-evaluation
                                                • agent-interoperability
                                                • agent-orchestration
                                                githubResourcemeasured growth
                                                11GitHub stars+11