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 AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-04 to 2026-09-10

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

    Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.

    ↓ 103 downloads/weekTypeScriptLicense: Apache-2.0

      mcpmeasured growthOpen source ↗

      Install claude mcp add sonde -- npx @cheppulabs/sonde

      3GitHub stars+3
    • 2

      MCP
      Active

      Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

      ↓ 116 downloads/weekTypeScriptLicense: Apache-2.0

        mcpmeasured growthOpen source ↗

        Install claude mcp add mcp-server -- npx @vectros-ai/mcp-server

        3GitHub stars+2 (+200.0 %)
      • 3

        Agent
        Active

        Local workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.

        JavaScriptLicense: Apache-2.0
        • a2a
        • acp
        • agent-coordination
        • agent-harness
        • agent-orchestration

        githubmeasured growthOpen source ↗

        3GitHub stars+2 (+200.0 %)
      • 4

        MCP
        Active

        Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.

        ZigLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add codeindex -- npx @munhq/codeindex

          3GitHub stars+2 (+200.0 %)
        • 5

          MCP
          Active

          Full 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.

          ↓ 17 downloads/weekPythonLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp

            3GitHub stars+2 (+200.0 %)
          • 6

            MCP
            Active

            Cross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.

            ShellLicense: MIT

              mcpmeasured growthOpen source ↗

              Remote server, to be declared in the MCP configuration https://www.gryz.ai/api/mcp

              2GitHub stars+2
            • 7

              MCP
              Active

              Drive a browser you are already signed into, through the free T3rnel Browser extension.

              ↓ 419 downloads/weekJavaScriptLicense: Apache-2.0

                mcpmeasured growthOpen source ↗

                Install claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge

                2GitHub stars+2
              • 8

                MCP
                Active

                A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.

                ↓ 58 downloads/weekJavaScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit

                  2GitHub stars+2
                • 9

                  Skill
                  Dormant

                  A ready-to-use Claude Code project scaffold — rules, commands, skills, agents, and hooks in one command.

                  JavaScriptLicense: MIT
                  • claude
                  • claude-ai
                  • claude-code-plugin
                  • claude-code-skills
                  • claude-skills

                  githubmeasured growthOpen source ↗

                  Install /plugin marketplace add KhaiTrang1995/claude-code-structure

                  2GitHub stars+1 (+100.0 %)
                • 10

                  MCP
                  Active

                  Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Carlo, TIA.

                  JavaScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Remote server, to be declared in the MCP configuration https://mcp.criticalpathpartners.ca/mcp

                    2GitHub stars+1 (+100.0 %)
                  • 11

                    Skill
                    Active

                    Steve Polito's Agent Skills

                    HTML
                    • agent-skills
                    • claude-code-skills
                    • claude-skills
                    • skills

                    githubmeasured growthOpen source ↗

                    Install git clone https://github.com/stevepolitodesign/skills ~/.claude/skills/skills

                    2GitHub stars+1 (+100.0 %)
                  • 12

                    Skill
                    Active

                    AI PLC programming and headless TIA Portal automation. Let an AI agent program for you — 240+ CLI verbs over the Siemens Openness API, JSON in and out, dry-run by default. Offline and on-premise, no cloud copilot. S7-1500, S7-1200, SCL,…

                    • agent-skills
                    • agentic-ai
                    • claude
                    • claude-code
                    • claude-code-skill

                    githubmeasured growthOpen source ↗

                    Install git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI

                    2GitHub stars+1 (+100.0 %)
                  • 13

                    MCP
                    Active

                    Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.

                    C#License: NOASSERTION

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp

                      2GitHub stars+1 (+100.0 %)
                    • 14

                      MCP
                      Active

                      Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.

                      JavaScriptLicense: MIT

                        mcpmeasured growthOpen source ↗

                        2GitHub stars+1 (+100.0 %)
                      • 15

                        MCP
                        Active

                        KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

                        PythonLicense: MIT

                          mcpmeasured growthOpen source ↗

                          2GitHub stars+1 (+100.0 %)
                        • 16

                          MCP
                          Active

                          Generate AI images, video, music, and sound effects, and upscale them, from any MCP client.

                          License: MIT

                            mcpmeasured growthOpen source ↗

                            Remote server, to be declared in the MCP configuration https://mcp.budgetpixel.com/mcp

                            2GitHub stars+1 (+100.0 %)
                          • 17

                            MCP
                            Active

                            KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

                            PythonLicense: MIT

                              mcpmeasured growthOpen source ↗

                              2GitHub stars+1 (+100.0 %)
                            • 18

                              MCP
                              Active

                              Governs what AI agents do: tool calls, SQL, commands, files checked against policy before they run.

                              TypeScriptLicense: Apache-2.0

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add shrike-mcp -- npx shrike-mcp

                                2GitHub stars+1 (+100.0 %)
                              • 19

                                Skill
                                Active

                                🔨 Agentic workflow template

                                • ai
                                • ai-agent
                                • ai-agents
                                • ai-tools
                                • cursor

                                githubmeasured growthOpen source ↗

                                Install git clone https://github.com/95gabor/agentic-workflow ~/.claude/skills/agentic-workflow

                                2GitHub stars+1 (+100.0 %)
                              • 20

                                MCP
                                Active

                                A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

                                PythonLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add omni-computer-use -- uvx omni-computer-use-mcp

                                  2GitHub stars+1 (+100.0 %)
                                • 21

                                  MCP
                                  Active

                                  Control macOS system settings, apps, windows, audio, displays, screenshots, and Focus mode via MCP.

                                  TypeScriptLicense: Apache-2.0

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add macos-mcp-server -- npx @cyanheads/macos-mcp-server

                                    2GitHub stars+1 (+100.0 %)
                                  • 22

                                    MCP
                                    Active

                                    Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.

                                    TypeScriptLicense: Apache-2.0

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add openstates-mcp-server -- npx @cyanheads/openstates-mcp-server

                                      2GitHub stars+1 (+100.0 %)
                                    • 23

                                      MCP
                                      Active

                                      Victoria and Albert Museum (V&A) Collections MCP.

                                      TypeScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

                                        Remote server, to be declared in the MCP configuration https://gateway.pipeworx.io/va-museum/mcp

                                        2GitHub stars+1 (+100.0 %)
                                      • 24

                                        MCP
                                        Active

                                        Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.

                                        PythonLicense: WTFPL

                                          mcpmeasured growthOpen source ↗

                                          2GitHub stars+1 (+100.0 %)
                                        • 25

                                          MCP
                                          Active

                                          Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.

                                          TypeScriptLicense: Apache-2.0

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add mcp-server-questdb -- npx @questdb/mcp-server-questdb

                                            2GitHub stars+1 (+100.0 %)