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.

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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

      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 %)
      • 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

        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 %)
        • 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

                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
                • 9

                  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
                  • 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

                      Publish HTML as a tracked link and see who opened it and which sections they read.

                      TypeScriptLicense: AGPL-3.0

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add share -- npx htmlradar-mcp

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

                        MCP
                        Active

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

                        JavaScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

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

                          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 %)
                        • 14

                          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 %)
                          • 15

                            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 %)
                          • 16

                            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 %)
                            • 17

                              MCP
                              Active

                              Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.

                              GoLicense: MIT

                                mcpmeasured growthOpen source ↗

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

                                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 %)
                                • 19

                                  MCP
                                  Dormant

                                  Minimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.

                                  PythonLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add gmail-attachments-mcp -- uvx gmail-attachments-mcp

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

                                    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 %)
                                    • 21

                                      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 %)
                                    • 22

                                      MCP
                                      Active

                                      Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

                                      RustLicense: MIT

                                        mcpmeasured growthOpen source ↗

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

                                        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 %)
                                        • 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

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

                                            PythonLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              2GitHub stars+1 (+100.0 %)