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

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

    ↓ 24 downloads/weekTypeScriptLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add pbx-mcp -- npx pbx-mcp

      15GitHub stars+9 (+150.0 %)
    • 2

      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 %)
      • 3

        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 %)
        • 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

            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
            • 6

              MCP
              Active

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

              RustLicense: Apache-2.0

                mcpmeasured growthOpen source ↗

                Remote server, to be declared in the MCP configuration https://browser.aginx.net/mcp

                14GitHub stars+7 (+100.0 %)
              • 7

                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 %)
                • 8

                  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 %)
                  • 9

                    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
                    • 10

                      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 %)
                      • 11

                        Skill
                        Active

                        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,…

                        PythonLicense: MIT
                        • claude-code-plugin
                        • claude-skills
                        • codex
                        • codex-cli
                        • codex-skill

                        githubmeasured growthOpen source ↗

                        Install /plugin marketplace add AirtonLira/boostprompt

                        13GitHub stars+6 (+85.7 %)
                      • 12

                        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 %)
                        • 13

                          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 %)
                          • 14

                            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 %)
                            • 15

                              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 %)
                              • 16

                                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 %)
                              • 17

                                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 %)
                                • 18

                                  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 %)
                                  • 19

                                    MCP
                                    Active

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

                                    ↓ 397 downloads/weekPythonLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add sportsdata-mcp -- uvx sportsdata-mcp

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

                                      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 %)
                                    • 21

                                      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 %)
                                      • 22

                                        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 %)
                                        • 23

                                          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 %)
                                          • 24

                                            MCP
                                            Active

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

                                            TypeScriptLicense: Apache-2.0

                                              mcpmeasured growthOpen source ↗

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

                                              12GitHub stars+4 (+50.0 %)

                                            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