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

      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 %)
      • 3

        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 %)
        • 4

          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 %)
        • 5

          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 %)
        • 6

          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 %)
          • 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

                  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 %)
                  • 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

                      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 %)
                      • 13

                        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 %)
                        • 14

                          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 %)
                        • 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

                          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 %)
                        • 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

                            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 %)
                            • 19

                              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 %)
                              • 20

                                MCP
                                Active

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

                                PythonLicense: WTFPL

                                  mcpmeasured growthOpen source ↗

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

                                  Agent
                                  Dormant

                                  A zero-friction FastAPI plugin that turns any existing app into a fully compliant Agent-to-Agent (A2A) node — expose your routes as discoverable skills and delegate tasks to remote agents with a single decorator.

                                  PythonLicense: MIT
                                  • a2a-protocol
                                  • agent-to-agent
                                  • ai-agents
                                  • asyncio
                                  • fastapi

                                  githubmeasured growthOpen source ↗

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

                                  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 %)
                                • 23

                                  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 %)
                                • 24

                                  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 %)
                                  • 25

                                    MCP
                                    Active

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

                                    JavaScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      2GitHub stars+1 (+100.0 %)