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技术工具雷达: Agents, skills and MCP

雷达筛选条件

近期变化

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.

测量周期：2026-09-02 至 2026-09-08

工具排名

按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    MCP
    活跃

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

    许可证: MIT

      mcp实测增长打开来源 ↗

      需在 MCP 配置中声明的远程服务器 https://api.mcp.ai/p_astrea

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

      MCP
      活跃

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

      Python许可证: MIT

        mcp实测增长打开来源 ↗

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

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

        MCP
        活跃

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

        Python许可证: MIT

          mcp实测增长打开来源 ↗

          需在 MCP 配置中声明的远程服务器 https://dmoera.xyz/mcp

          8GitHub 星标+8
        • 4

          MCP
          活跃

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

          许可证: MIT

            mcp实测增长打开来源 ↗

            需在 MCP 配置中声明的远程服务器 https://api.mcp.ai/p_notafiscal

            8GitHub 星标+8
          • 5

            MCP
            活跃

            Stealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.

            Rust许可证: Apache-2.0

              mcp实测增长打开来源 ↗

              需在 MCP 配置中声明的远程服务器 https://browser.aginx.net/mcp

              14GitHub 星标+7 (+100.0 %)
            • 6

              MCP
              活跃

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

              Go许可证: MIT

                mcp实测增长打开来源 ↗

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

                MCP
                活跃

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

                Python许可证: NOASSERTION

                  mcp实测增长打开来源 ↗

                  12GitHub 星标+7 (+140.0 %)
                • 8

                  MCP
                  活跃

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

                  许可证: MIT

                    mcp实测增长打开来源 ↗

                    需在 MCP 配置中声明的远程服务器 https://api.mcp.ai/p_asaas

                    7GitHub 星标+7
                  • 9

                    MCP
                    活跃

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

                    ↓ 65 下载/周TypeScript许可证: MIT

                      mcp实测增长打开来源 ↗

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

                      7GitHub 星标+6 (+600.0 %)
                    • 10

                      技能
                      活跃

                      Aplicação que usa o poder da LLM para gerar contexto para qualquer demanda sem precisar que você pense e tenha ideías, a propria aplicação estrutura no final da entrevista com você em um unico arquivo markdown tudo que foi questionado,…

                      Python许可证: MIT
                      • claude-code-plugin
                      • claude-skills
                      • codex
                      • codex-cli
                      • codex-skill

                      github实测增长打开来源 ↗

                      安装 /plugin marketplace add AirtonLira/boostprompt

                      13GitHub 星标+6 (+85.7 %)
                    • 11

                      MCP
                      活跃

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

                      ↓ 157 下载/周TypeScript许可证: NOASSERTION

                        mcp实测增长打开来源 ↗

                        安装 claude mcp add rive-mcp -- npx rive-mcp-server

                        7GitHub 星标+5 (+250.0 %)
                      • 12

                        MCP
                        活跃

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

                        ↓ 503 下载/周TypeScript许可证: Apache-2.0

                          mcp实测增长打开来源 ↗

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

                          6GitHub 星标+5 (+500.0 %)
                        • 13

                          MCP
                          活跃

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

                          ↓ 61 下载/周TypeScript许可证: MIT

                            mcp实测增长打开来源 ↗

                            安装 claude mcp add kicad-copilot -- npx kicad-copilot-mcp

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

                            MCP
                            活跃

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

                            Python许可证: MIT

                              mcp实测增长打开来源 ↗

                              安装 claude mcp add multisim-mcp -- uvx multisim-mcp

                              8GitHub 星标+4 (+100.0 %)
                            • 15

                              技能
                              活跃

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

                              Python许可证: MIT
                              • ai-agent
                              • anthropic
                              • claude
                              • claude-code
                              • claude-code-plugin

                              github实测增长打开来源 ↗

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

                              12GitHub 星标+5 (+71.4 %)
                            • 16

                              MCP
                              活跃

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

                              TypeScript许可证: Apache-2.0

                                mcp实测增长打开来源 ↗

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

                                9GitHub 星标+4 (+80.0 %)
                              • 17

                                MCP
                                活跃

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

                                ↓ 42 下载/周TypeScript许可证: NOASSERTION

                                  mcp实测增长打开来源 ↗

                                  安装 claude mcp add neurakeep -- npx neurakeep

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

                                  MCP
                                  活跃

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

                                  ↓ 641 下载/周Python许可证: MIT

                                    mcp实测增长打开来源 ↗

                                    安装 claude mcp add cpersona -- uvx cpersona

                                    6GitHub 星标+3 (+100.0 %)
                                  • 19

                                    MCP
                                    活跃

                                    Live sports data and cross-book betting odds — 801 tools, 63 providers, 43 needing no key.

                                    ↓ 397 下载/周Python许可证: MIT

                                      mcp实测增长打开来源 ↗

                                      安装 claude mcp add sportsdata-mcp -- uvx sportsdata-mcp

                                      13GitHub 星标+5 (+62.5 %)
                                    • 20

                                      其他
                                      活跃

                                      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

                                      github实测增长打开来源 ↗

                                      10GitHub 星标+4 (+66.7 %)
                                    • 21

                                      MCP
                                      活跃

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

                                      TypeScript许可证: AGPL-3.0

                                        mcp实测增长打开来源 ↗

                                        需在 MCP 配置中声明的远程服务器 https://mcp.ohmywind.fr/mcp

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

                                        MCP
                                        活跃

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

                                        ↓ 1 059 下载/周TypeScript许可证: MIT

                                          mcp实测增长打开来源 ↗

                                          安装 claude mcp add skylight-mcp -- npx skylight-mcp

                                          7GitHub 星标+3 (+75.0 %)
                                        • 23

                                          MCP
                                          活跃

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

                                          Python许可证: Apache-2.0

                                            mcp实测增长打开来源 ↗

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

                                            MCP
                                            活跃

                                            Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

                                            TypeScript许可证: Apache-2.0

                                              mcp实测增长打开来源 ↗

                                              安装 claude mcp add mcp -- npx @adrkit/mcp

                                              12GitHub 星标+4 (+50.0 %)

                                            学习与参考资源

                                            按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

                                            1. 1

                                              agentweave

                                              其他
                                              活跃打开来源 ↗

                                              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…

                                              Python许可证: Apache-2.0
                                              • a2a-protocol
                                              • agent-discovery
                                              • agent-evaluation
                                              • agent-interoperability
                                              • agent-orchestration
                                              github资源实测增长
                                              11GitHub 星标+11