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

      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 %)
    • 3

      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 %)
    • 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

          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 %)
          • 7

            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
            • 8

              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
              • 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

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

                  PythonLicense: MIT

                    mcpmeasured growthOpen source ↗

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

                    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 %)
                  • 12

                    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 %)
                    • 13

                      MCP
                      Active

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

                      JavaScriptLicense: MIT

                        mcpmeasured growthOpen source ↗

                        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

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

                        RustLicense: MIT

                          mcpmeasured growthOpen source ↗

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

                          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 %)
                          • 17

                            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 %)
                            • 18

                              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 %)
                              • 19

                                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 %)
                                • 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 computer-use-omni -- uvx computer-use-omni

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

                                    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 %)
                                  • 22

                                    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 %)
                                  • 23

                                    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 %)
                                    • 24

                                      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 %)
                                      • 25

                                        MCP
                                        Active

                                        Harvard Art Museums MCP.

                                        TypeScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

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

                                          2GitHub stars+1 (+100.0 %)