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, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-04 to 2026-09-11

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

    Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.

    TypeScriptLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add image-gen -- npx @nuver-labs/image-gen-mcp

      1GitHub stars+1
    • 2

      MCP
      Active

      Monitor MCP servers, API contracts and AI outputs for schema drift. Alerts on breaking changes.

      mcpmeasured growthOpen source ↗

      Remote server, to be declared in the MCP configuration https://fixzi.ai/api/mcp

      1GitHub stars+1
    • 3

      MCP
      Active

      Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

      mcpmeasured growthOpen source ↗

      Remote server, to be declared in the MCP configuration https://api.mnemom.ai/mcp?profile=directory

      1GitHub stars+1
    • 4

      MCP
      Dormant

      Pokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.

      PythonLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add tcg-mcp -- uvx tcg-mcp

        1GitHub stars+1
      • 5

        MCP
        Active

        Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.

        PythonLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add apexvol-mcp -- uvx apexvol-mcp

          1GitHub stars+1
        • 6

          MCP
          Active

          Scan any website or MCP server for agent-trust-readiness; returns a signed, verifiable scorecard.

          mcpmeasured growthOpen source ↗

          Remote server, to be declared in the MCP configuration https://api.isittrustready.ai/mcp

          1GitHub stars+1
        • 7

          MCP
          Active

          Add products to Bring! from a photo — MCP for AI recognition, catalog matching, and verified writes.

          TypeScriptLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add bring-photo-mcp -- npx bring-photo-mcp

            1GitHub stars+1
          • 8

            MCP
            Active

            High-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.

            ↓ 535 downloads/weekPythonLicense: MIT

              mcpmeasured growthOpen source ↗

              Install claude mcp add hea-bench -- uvx hea-bench

              1GitHub stars+1
            • 9

              MCP
              Active

              Amtrak MCP — live Amtrak train tracking via the community Amtraker API

              TypeScriptLicense: MIT

                mcpmeasured growthOpen source ↗

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

                1GitHub stars+1
              • 10

                MCP
                Active

                Words MCP — wraps Datamuse API (free, no auth required)

                TypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

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

                  1GitHub stars+1
                • 11

                  MCP
                  Active

                  An artifact manager for system specifications.

                  ↓ 980 downloads/weekPythonLicense: AGPL-3.0

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr

                    1GitHub stars+1
                  • 12

                    MCP
                    Active

                    Letterhead PDF as digital stationery: prints Markdown without overprinting header, footer, or logo.

                    PythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add mac-letterhead -- uvx Mac-letterhead

                      1GitHub stars+1
                    • 13

                      MCP
                      Active

                      Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.

                      ↓ 338 downloads/weekPythonLicense: Apache-2.0

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add mcp-server-for-ynab -- uvx mcp-server-for-ynab

                        1GitHub stars+1
                      • 14

                        MCP
                        Active

                        Reach a human from a running agent. Approvals on the lock screen, plus a cross-agent audit trail.

                        License: MIT

                          mcpmeasured growthOpen source ↗

                          Remote server, to be declared in the MCP configuration https://pushary.com/api/mcp/mcp

                          1GitHub stars+1
                        • 15

                          MCP
                          Active

                          AI Agent Firewall. Enforce signed authority before consequential actions. Free API key required.

                          ↓ 373 downloads/weekJavaScriptLicense: Apache-2.0

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add fidacy-mcp -- npx @fidacy/mcp

                            1GitHub stars+1
                          • 16

                            MCP
                            Active

                            An artifact manager for system specifications.

                            ↓ 980 downloads/weekPythonLicense: AGPL-3.0

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add biz.dfch.specmgr -- uvx biz-dfch-specmgr

                              1GitHub stars+1
                            • 17

                              MCP
                              Active

                              Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).

                              PythonLicense: WTFPL

                                mcpmeasured growthOpen source ↗

                                1GitHub stars+1
                              • 18

                                MCP
                                Active

                                Local multi-client RAG server over the Model Context Protocol.

                                ↓ 468 downloads/weekPythonLicense: Apache-2.0

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add cortex -- uvx cortex-local-rag

                                  1GitHub stars+1
                                • 19

                                  MCP
                                  Active

                                  AI video clipping MCP: long videos and podcasts into scored, captioned 9:16 shorts.

                                  ↓ 260 downloads/weekJavaScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add katto-mcp -- npx katto-mcp

                                    1GitHub stars+1
                                  • 20

                                    MCP
                                    Active

                                    Attach weapons and props to rigged 3D characters: hand-bone detection, fist close, engine binds.

                                    ↓ 12 downloads/weekJavaScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add mcp -- npx @gripforgeai/mcp

                                      1GitHub stars+1
                                    • 21

                                      MCP
                                      Active

                                      Base token-safety for agents: the only B20 freeze/seize/rug suite + pre-trade gates, over x402.

                                      ↓ 54 downloads/weekJavaScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add x402-bazaar-mcp -- npx x402-bazaar-mcp

                                        1GitHub stars+1
                                      • 22

                                        MCP
                                        Dormant

                                        GoHighLevel CRM for AI agents. 60+ tools for contacts, messaging, calendars, and payments.

                                        ↓ 44 downloads/weekTypeScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add ghl-mcp-server -- npx @northrosetech/ghl-mcp-server

                                          1GitHub stars+1
                                        • 23

                                          MCP
                                          Active

                                          Google Trends, YouTube, Ads Transparency and Play reviews over plain HTTP. No API key.

                                          ↓ 38 downloads/weekPython

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add google-data-mcp -- uvx google-data-mcp

                                            1GitHub stars+1
                                          • 24

                                            MCP
                                            Dormant

                                            Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.

                                            ↓ 37 downloads/weekTypeScriptLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              Install claude mcp add robotstxt-ai -- npx robotstxt-ai-mcp

                                              1GitHub stars+1
                                            • 25

                                              MCP
                                              Active

                                              Amazon product search returning paste-ready affiliate deal rows for your blog

                                              ↓ 25 downloads/weekTypeScriptLicense: MIT

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add amazon-creators -- npx @houtini/amazon-creators-mcp

                                                1GitHub stars+1