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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

    其他
    活跃

    Distributed AI multi-agent autonomous system — digital employees for long-horizon tasks, running 24×7 — Meta-bootstrapping · Real-autonomous · Omni-evolution

    Rust
    • a2a
    • ai
    • application
    • automation
    • autonomous

    github实测增长打开来源 ↗

    16GitHub 星标+14 (+700.0 %)
  2. 2

    MCP
    活跃

    Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.

    ↓ 24 下载/周TypeScript许可证: MIT

      mcp实测增长打开来源 ↗

      安装 claude mcp add pbx-mcp -- npx pbx-mcp

      15GitHub 星标+9 (+150.0 %)
    • 3

      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 %)
      • 4

        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 %)
        • 5

          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
          • 6

            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
            • 7

              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 %)
              • 8

                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 %)
                • 9

                  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 %)
                  • 10

                    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
                    • 11

                      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 %)
                    • 12

                      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 %)
                      • 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

                          Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email.

                          ↓ 110 下载/周TypeScript许可证: Apache-2.0

                            mcp实测增长打开来源 ↗

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

                            16GitHub 星标+6 (+60.0 %)
                          • 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

                              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 %)
                              • 18

                                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 %)
                              • 19

                                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 %)
                                • 20

                                  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 %)
                                  • 21

                                    MCP
                                    活跃

                                    MCP server for E.Leclerc Drive — search products, manage cart, and order groceries from Claude

                                    ↓ 64 下载/周TypeScript许可证: MIT

                                      mcp实测增长打开来源 ↗

                                      安装 claude mcp add leclerc-drive -- npx mcp-leclerc-drive

                                      16GitHub 星标+5 (+45.5 %)
                                    • 22

                                      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 %)
                                      • 23

                                        MCP
                                        休眠

                                        MCP server and EasyEDA Pro extension bridge for live project assistance.

                                        ↓ 50 下载/周TypeScript许可证: MIT

                                          mcp实测增长打开来源 ↗

                                          安装 claude mcp add easyeda-pro-mcp -- npx @vlabsoft/easyeda-pro-mcp

                                          12GitHub 星标+4 (+50.0 %)
                                        • 24

                                          技能
                                          活跃

                                          Lulu cheng.skill，Lulu的传播和营销方法论。A marketing skill for builders.

                                          许可证: MIT
                                          • claude-code-skill
                                          • codex
                                          • gtm
                                          • skill

                                          github实测增长打开来源 ↗

                                          安装 git clone https://github.com/jmtom-io/lulu-cheng-skill ~/.claude/skills/lulu-cheng-skill

                                          8GitHub 星标+3 (+60.0 %)

                                        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