工具说明为英文。

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, 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.

测量周期：2026-09-04 至 2026-09-11

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

    Adaptive AI training coach MCP server backed by Garmin Connect

    ↓ 18 下载/周Python许可证: MIT

      mcp实测增长打开来源 ↗

      安装 claude mcp add coach-mcp -- uvx garmin-coach-mcp

      2GitHub 星标+2
    • 2

      MCP
      活跃

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

      ↓ 27 下载/周TypeScript许可证: MIT

        mcp实测增长打开来源 ↗

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

        2GitHub 星标+1 (+100.0 %)
      • 3

        MCP
        活跃

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

        ↓ 33 下载/周TypeScript许可证: NOASSERTION

          mcp实测增长打开来源 ↗

          安装 claude mcp add openemis-pro -- npx openemis-mcp-pro

          2GitHub 星标+1 (+100.0 %)
        • 4

          MCP
          活跃

          Local MCP server generating complete App Store & Google Play screenshot sets.

          ↓ 14 下载/周TypeScript许可证: AGPL-3.0

            mcp实测增长打开来源 ↗

            安装 claude mcp add truepane -- npx truepane-mcp

            2GitHub 星标+1 (+100.0 %)
          • 5

            MCP
            休眠

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

            ↓ 32 下载/周JavaScript许可证: MIT

              mcp实测增长打开来源 ↗

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

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

              MCP
              活跃

              ECRVSP Restrições: Bloqueios Judiciais RENAJUD, official-source lookup. Platform-hosted, pay per que

              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_ecrvsp_restricoes_renajud

                1GitHub 星标+1
              • 7

                智能体
                休眠

                A lawyer for the agent economy. AI agents can request contract review, risk analysis, and legal guidance via A2A protocol.

                Python许可证: Apache-2.0
                • a2a-protocol
                • agent-to-agent
                • ai
                • ai-agents
                • contract-analysis

                github实测增长打开来源 ↗

                1GitHub 星标+1
              • 8

                MCP
                活跃

                Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.

                JavaScript许可证: NOASSERTION

                  mcp实测增长打开来源 ↗

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

                  1GitHub 星标+1
                • 9

                  MCP
                  活跃

                  Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.

                  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.isittrustready.ai/mcp

                  1GitHub 星标+1
                • 10

                  MCP
                  活跃

                  Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

                  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.mnemom.ai/mcp?profile=directory

                  1GitHub 星标+1
                • 11

                  MCP
                  活跃

                  Wrapper for the official LegalOne API (Thomson Reuters / Novajus, Premium package): lawsuits and lit

                  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_legalone

                    1GitHub 星标+1
                  • 12

                    MCP
                    活跃

                    Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).

                    Python许可证: MIT

                      mcp实测增长打开来源 ↗

                      安装 claude mcp add chinese-history-mcp -- uvx chinese-history-mcp

                      1GitHub 星标+1
                    • 13

                      MCP
                      活跃

                      Private USDC/USDT payments on Solana: hidden amounts, unlinkable, optional auditor.

                      Rust许可证: Apache-2.0

                        mcp实测增长打开来源 ↗

                        1GitHub 星标+1
                      • 14

                        智能体
                        活跃

                        Autonomous multi-agent coordination for the JVM

                        Java许可证: Apache-2.0
                        • a2a-protocol
                        • agent-coordination
                        • agent-framework
                        • autonomous-agents
                        • distributed-systems

                        github实测增长打开来源 ↗

                        1GitHub 星标+1
                      • 15

                        MCP
                        休眠

                        Personal MCP server for humans who create. Proof of authorship, license control.

                        Go

                          mcp实测增长打开来源 ↗

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

                          1GitHub 星标+1
                        • 16

                          MCP
                          活跃

                          Production-grade MCP Gateway in Go with RBAC, in-flight PII redaction, and audit logging.

                          Go许可证: MIT

                            mcp实测增长打开来源 ↗

                            1GitHub 星标+1
                          • 17

                            MCP
                            休眠

                            Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals

                            Python许可证: MIT

                              mcp实测增长打开来源 ↗

                              安装 claude mcp add expense-mcp -- uvx expense-mcp

                              1GitHub 星标+1
                            • 18

                              MCP
                              活跃

                              Japan payroll & social insurance. 日本の給与計算・社会保険。47都道府県の料率、源泉所得税、割増賃金、有給、標準報酬月額の改定、最低賃金。根拠の条文つき。

                              JavaScript许可证: MIT

                                mcp实测增长打开来源 ↗

                                安装 claude mcp add jp-payroll-mcp -- npx jp-payroll-mcp

                                1GitHub 星标+1
                              • 19

                                MCP
                                休眠

                                Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

                                Python许可证: MIT

                                  mcp实测增长打开来源 ↗

                                  安装 claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server

                                  1GitHub 星标+1
                                • 20

                                  MCP
                                  活跃

                                  KYA MCP gate: evaluate, ingest, request approval. Sole PEP is Shield.

                                  TypeScript许可证: MIT

                                    mcp实测增长打开来源 ↗

                                    安装 claude mcp add shield-kya -- npx @shield-agent/kya

                                    1GitHub 星标+1
                                  • 21

                                    MCP
                                    活跃

                                    Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats

                                    Python许可证: MIT

                                      mcp实测增长打开来源 ↗

                                      安装 claude mcp add swiss-housing-mcp -- uvx swiss-housing-mcp

                                      1GitHub 星标+1
                                    • 22

                                      MCP
                                      活跃

                                      GestãoClick ERP (business management for SMBs) via the official API: customers, suppliers, products

                                      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_gestaoclick

                                        1GitHub 星标+1
                                      • 23

                                        MCP
                                        活跃

                                        AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

                                        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://codepic.cc/api/mcp/mcp

                                          1GitHub 星标+1
                                        • 24

                                          MCP
                                          活跃

                                          MCP server for inspecting and automating Java Swing applications.

                                          Java许可证: MIT

                                            mcp实测增长打开来源 ↗

                                            1GitHub 星标+1
                                          • 25

                                            MCP
                                            活跃

                                            Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.

                                            Python许可证: MIT

                                              mcp实测增长打开来源 ↗

                                              安装 claude mcp add librarian -- uvx librarian-cli

                                              1GitHub 星标+1