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, 17 are stable, and 0 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon ECS 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

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

    ↓ 351 downloads/weekPythonLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add memocat-mcp -- uvx memocat-mcp

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

      MCP
      Active

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

      GoLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

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

        Skill
        Active

        Claude Design in Claude Code, Codex, Cursor, and 20+ agents. Designs come from your real components, tokens, and states; approved revisions sync back.

        Python
        • agent-skills
        • ai-coding
        • anthropic
        • claude
        • claude-code

        githubmeasured growthOpen source ↗

        Install git clone https://github.com/maxritter/open-claude-design ~/.claude/skills/open-claude-design

        24GitHub stars+14 (+140.0 %)
      • 4

        MCP
        Active

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

        TypeScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add stockbit-mcp -- npx stockbit-mcp

          20GitHub stars+13 (+185.7 %)
        • 5

          Other
          Active

          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

          githubmeasured growthOpen source ↗

          15GitHub stars+13 (+650.0 %)
        • 6

          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 %)
          • 7

            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 %)
            • 8

              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 %)
              • 9

                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
                • 10

                  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 %)
                  • 11

                    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 %)
                    • 12

                      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 %)
                      • 13

                        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 %)
                      • 14

                        MCP
                        Dormant

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

                        PythonLicense: Apache-2.0

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add prism-scanner -- uvx prism-scanner

                          21GitHub stars+8 (+61.5 %)
                        • 15

                          MCP
                          Active

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

                          ↓ 110 downloads/weekTypeScriptLicense: Apache-2.0

                            mcpmeasured growthOpen source ↗

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

                            16GitHub stars+6 (+60.0 %)
                          • 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

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

                            C#License: MIT

                              mcpmeasured growthOpen source ↗

                              21GitHub stars+7 (+50.0 %)
                            • 18

                              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 %)
                              • 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

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

                                    ↓ 64 downloads/weekTypeScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add leclerc-drive -- npx mcp-leclerc-drive

                                      16GitHub stars+5 (+45.5 %)
                                    • 23

                                      MCP
                                      Dormant

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

                                      ↓ 50 downloads/weekTypeScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

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

                                        12GitHub stars+4 (+50.0 %)
                                      • 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