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技术工具雷达: Agents, skills and MCP

雷达筛选条件

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

    One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

    ↓ 351 下载/周Python许可证: MIT

      mcp实测增长打开来源 ↗

      安装 claude mcp add memocat-mcp -- uvx memocat-mcp

      21GitHub 星标+20 (+2000.0 %)
    • 2

      MCP
      活跃

      Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

      Go许可证: Apache-2.0

        mcp实测增长打开来源 ↗

        19GitHub 星标+18 (+1800.0 %)
      • 3

        MCP
        活跃

        Indonesian exchange (IDX) via your own Stockbit account: quotes, bandarmology, charts. Unofficial.

        TypeScript许可证: MIT

          mcp实测增长打开来源 ↗

          安装 claude mcp add stockbit-mcp -- npx stockbit-mcp

          20GitHub 星标+13 (+185.7 %)
        • 4

          MCP
          活跃

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

          ↓ 35 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 %)
          • 5

            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 %)
            • 6

              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 %)
              • 7

                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
                • 8

                  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
                  • 9

                    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 %)
                    • 10

                      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 %)
                      • 11

                        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 %)
                        • 12

                          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
                          • 13

                            MCP
                            活跃

                            Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Work In Progress)

                            TypeScript许可证: MIT
                            • claude
                            • claude-code
                            • claude-code-plugin
                            • claude-code-skill
                            • claude-skills

                            github实测增长打开来源 ↗

                            25GitHub 星标+10 (+66.7 %)
                          • 14

                            MCP
                            活跃

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

                            ↓ 187 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 %)
                            • 15

                              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 %)
                              • 16

                                MCP
                                活跃

                                Persistent file-based memory for AI agents: inspectable, versionable, fully local.

                                ↓ 518 下载/周TypeScript许可证: MIT

                                  mcp实测增长打开来源 ↗

                                  安装 claude mcp add crbro-memory -- npx crbro-memory

                                  5GitHub 星标+5
                                • 17

                                  MCP
                                  活跃

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

                                  Python许可证: AGPL-3.0

                                    mcp实测增长打开来源 ↗

                                    安装 claude mcp add kitchensink4word -- uvx kitchensink4word

                                    5GitHub 星标+5
                                  • 18

                                    MCP
                                    休眠

                                    Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.

                                    Python许可证: Apache-2.0

                                      mcp实测增长打开来源 ↗

                                      安装 claude mcp add prism-scanner -- uvx prism-scanner

                                      21GitHub 星标+8 (+61.5 %)
                                    • 19

                                      MCP
                                      活跃

                                      Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.

                                      Rust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.uptimepage.dev/mcp

                                        26GitHub 星标+9 (+52.9 %)
                                      • 20

                                        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 %)
                                        • 21

                                          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 %)
                                          • 22

                                            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 %)
                                            • 23

                                              MCP
                                              活跃

                                              Create and edit real Word documents (filesystem or SharePoint): typed change plans, tracked changes

                                              C#许可证: MIT

                                                mcp实测增长打开来源 ↗

                                                21GitHub 星标+7 (+50.0 %)
                                              • 24

                                                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 %)
                                                • 25

                                                  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 %)