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: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-09-05 to 2026-09-12

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
    Dormant

    Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.

    ↓ 60 downloads/weekTypeScriptLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add ai-context-inspector -- npx @cocaxcode/ai-context-inspector

      1GitHub starsstable
    • 2

      MCP
      Active

      Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

      ↓ 140 downloads/weekTypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add booboo -- npx @booboo-brain/cli

        1GitHub starsstable
      • 3

        MCP
        Active

        Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

        ↓ 10 downloads/weekTypeScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add agent-readiness-auditor -- npx agent-readiness-auditor

          1GitHub starsstable
        • 4

          MCP
          Dormant

          EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free local scan.

          ↓ 66 downloads/weekPython

            mcpmeasured growthOpen source ↗

            Install claude mcp add dingdawg-compliance -- npx dingdawg-compliance

            1GitHub starsstable
          • 5

            MCP
            Dormant

            Clarity and memory persistent workspace context manager for Claude.

            ↓ 27 downloads/weekTypeScriptLicense: MIT

              mcpmeasured growthOpen source ↗

              Install claude mcp add clarik-mcp-server -- npx clarik

              1GitHub starsstable
            • 6

              MCP
              Dormant

              Search YouTube, get video metadata, and extract timestamped transcripts for AI workflows.

              ↓ 38 downloads/weekJavaScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add scribefy-mcp -- npx scribefy-mcp

                1GitHub starsstable
              • 7

                MCP
                Active

                MCP server for Pear Protocol: markets, positions, orders, portfolio, and gated trade execution.

                ↓ 24 downloads/weekTypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add mcp-pear -- npx @marvelcodes/mcp-pear

                  1GitHub starsstable
                • 8

                  MCP
                  Dormant

                  AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate API.

                  ↓ 31 downloads/weekJavaScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add invovate-mcp-server -- npx invovate-mcp-server

                    1GitHub starsstable
                  • 9

                    MCP
                    Active

                    Plain-English browser tests for AI agents: real Chrome, deterministic verdicts. Free, no API keys.

                    ↓ 57 downloads/weekTypeScript

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add browserbash -- npx browserbash-cli

                      1GitHub starsstable
                    • 10

                      MCP
                      Dormant

                      Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/IFC, import DXF.

                      ↓ 82 downloads/weekPythonLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add modulor -- uvx modulor

                        1GitHub starsstable
                      • 11

                        MCP
                        Active

                        Give your AI coding assistant ears — capture, analyze, and describe live audio.

                        ↓ 16 downloads/weekTypeScriptLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add webear -- npx webear

                          1GitHub starsstable
                        • 12

                          MCP
                          Active

                          MCP server for Russian government procurement data (44-FZ / 223-FZ / 615-PP).

                          ↓ 66 downloads/weekPythonLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add mcp-zakupki -- uvx atomno-mcp-zakupki

                            1GitHub starsstable
                          • 13

                            MCP
                            Dormant

                            Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring and threat intel.

                            ↓ 57 downloads/weekPythonLicense: Apache-2.0

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add bawbel-mcp -- uvx bawbel-mcp

                              1GitHub starsstable
                            • 14

                              MCP
                              Dormant

                              Lint MCP tool schemas for cross-client compatibility and agent preflight safety.

                              ↓ 125 downloads/weekTypeScriptLicense: MIT

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add mcp-lint -- npx mcp-lint

                                1GitHub starsstable
                              • 15

                                MCP
                                Active

                                Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.

                                ↓ 67 downloads/weekTypeScriptLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add project-context -- npx @sandovalrr/project-context-mcp

                                  1GitHub starsstable
                                • 16

                                  MCP
                                  Active

                                  Safety-aware MCP server for Linear issues, projects, cycles, and dependencies.

                                  ↓ 61 downloads/weekPythonLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add abscissa -- uvx abscissa

                                    1GitHub starsstable
                                  • 17

                                    MCP
                                    Active

                                    Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant.

                                    ↓ 31 downloads/weekTypeScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

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

                                      1GitHub starsstable
                                    • 18

                                      MCP
                                      Active

                                      Allow AI systems to search for places and get business info via Google Maps Places API.

                                      ↓ 108 downloads/weekTypeScript

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add google-maps-places-mcp -- npx google-maps-places-mcp

                                        1GitHub starsstable
                                      • 19

                                        MCP
                                        Active

                                        Agent-native UI/UX design validation: journey completeness, state coverage, and WCAG checks.

                                        ↓ 24 downloads/weekTypeScriptLicense: MIT

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add uxloom -- npx uxloom

                                          1GitHub starsstable
                                        • 20

                                          MCP
                                          Dormant

                                          MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.

                                          ↓ 67 downloads/weekTypeScriptLicense: CC0-1.0

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add sagemath-mcp-server -- npx @justice8096/sagemath-mcp-server

                                            1GitHub starsstable
                                          • 21

                                            MCP
                                            Active

                                            MCP server for Oura Ring API v2 (sleep, activity, readiness, heart rate, workouts).

                                            ↓ 91 downloads/weekTypeScriptLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              Install claude mcp add oura-mcp -- npx @yasuakiomokawa/oura-mcp

                                              1GitHub starsstable
                                            • 22

                                              MCP
                                              Active

                                              x402 payment safety for AI agents: counterparty risk gate, payment firewall, compliance, RWA gate.

                                              ↓ 67 downloads/weekJavaScript

                                                mcpmeasured growthOpen source ↗

                                                Install claude mcp add 402sentinel-mcp -- npx @kaditang/402sentinel-mcp

                                                1GitHub starsstable
                                              • 23

                                                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 starsstable
                                                • 24

                                                  MCP
                                                  Active

                                                  Pre-execution governance for AI agents. Validates tool calls before they execute.

                                                  ↓ 32 downloads/weekTypeScriptLicense: MIT

                                                    mcpmeasured growthOpen source ↗

                                                    Install claude mcp add promptspeak -- npx @chrbailey/promptspeak-mcp-server

                                                    1GitHub starsstable
                                                  • 25

                                                    MCP
                                                    Active

                                                    Local-first code context, impact analysis, and merge-readiness verdicts for AI agents.

                                                    ↓ 92 downloads/weekJavaScriptLicense: MIT

                                                      mcpmeasured growthOpen source ↗

                                                      Install claude mcp add repoctx -- npx @nugehs/repoctx

                                                      1GitHub starsstable