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

      Agent
      Active

      Orchestrate a team of AI coding agents on your desktop — a router-leader delegates to workers over a local MCP tunnel (A2A), with git-worktree isolation and merge-back, in a Tauri v2 IDE surface.

      RustLicense: MIT
      • a2a
      • agent-orchestration
      • ai-agents
      • developer-tools
      • mcp

      githubmeasured growthOpen source ↗

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

      MCP
      Active

      Control Krita through a secure local MCP server and authenticated Windows bridge.

      PythonLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add krita-codex-mcp -- uvx krita-codex-mcp

        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

          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 %)
          • 6

            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 %)
          • 7

            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 %)
            • 8

              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
              • 9

                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
                • 10

                  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 %)
                • 11

                  MCP
                  Active

                  Local SwiftUI changed/staged checks with compact agent output and multi-module ownership.

                  SwiftLicense: MIT

                    mcpmeasured growthOpen source ↗

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

                    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 %)
                    • 13

                      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 %)
                      • 14

                        MCP
                        Active

                        Read-only access to the Islam West Africa Collection via Hugging Face datasets.

                        TypeScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Remote server, to be declared in the MCP configuration https://islam.zmo.de/mcp/

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

                          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 %)
                          • 16

                            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 %)
                          • 17

                            MCP
                            Active

                            Garmin data in Claude & ChatGPT via the Garmin Health API. OAuth sign-in, no password sharing.

                            License: MIT

                              mcpmeasured growthOpen source ↗

                              Remote server, to be declared in the MCP configuration https://garmin-mcp-nuqd.onrender.com/mcp

                              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

                                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

                                  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 %)
                                  • 21

                                    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 %)
                                    • 22

                                      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 %)
                                      • 23

                                        MCP
                                        Active

                                        Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

                                        JavaScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add th-memory-mcp -- npx th-memory-mcp

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

                                          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 %)
                                          • 25

                                            MCP
                                            Active

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

                                            PythonLicense: WTFPL

                                              mcpmeasured growthOpen source ↗

                                              2GitHub stars+1 (+100.0 %)