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

                  MCP
                  Active

                  Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.

                  ↓ 48 downloads/weekPythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp

                    2GitHub stars+2
                  • 10

                    MCP
                    Active

                    Evidence-backed Linux performance triage over MCP

                    RustLicense: Apache-2.0

                      mcpmeasured growthOpen source ↗

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

                      MCP
                      Active

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

                      JavaScriptLicense: MIT

                        mcpmeasured growthOpen source ↗

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

                        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 %)
                      • 13

                        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 %)
                        • 14

                          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 %)
                        • 15

                          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 %)
                          • 16

                            MCP
                            Active

                            Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.

                            TypeScriptLicense: Apache-2.0

                              mcpmeasured growthOpen source ↗

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

                              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

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

                                PythonLicense: MIT

                                  mcpmeasured growthOpen source ↗

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

                                  Other
                                  Active

                                  Task-monitoring notification plugin for DeepSeek Harness (dsh): turn/end alerts, human-confirmation with timeout escalation, SAPI voice, HTTP/A2A/MCP channels — zero-dependency build-free bundle

                                  JavaScriptLicense: MIT
                                  • a2a
                                  • deepseek-harness
                                  • dsh
                                  • dsh-plugin
                                  • mcp

                                  githubmeasured growthOpen source ↗

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

                                  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 %)
                                  • 21

                                    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 %)
                                  • 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

                                      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 %)
                                      • 24

                                        MCP
                                        Active

                                        LinkedIn Sales Navigator contact and account search from your logged-in browser.

                                        PythonLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add linkedin-sales-nav-mcp -- uvx linkedin-sales-nav-mcp

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

                                          Skill
                                          Dormant

                                          Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.

                                          License: MIT
                                          • ai-agent
                                          • ai-coding
                                          • claude-code
                                          • claude-code-skills
                                          • claude-skill

                                          githubmeasured growthOpen source ↗

                                          Install git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill

                                          2GitHub stars+1 (+100.0 %)