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
    Active

    Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics.

    ↓ 60 downloads/weekPythonLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add ellmos-servercommander-mcp -- npx ellmos-servercommander-mcp

      1GitHub starsstable
    • 2

      MCP
      Active

      Google Search Console MCP: search analytics, URL inspection, site management.

      ↓ 70 downloads/weekTypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add google-gsc -- npx mcp-google-gsc

        1GitHub starsstable
      • 3

        MCP
        Dormant

        JSON contract registry and validator for structured LLM and agent outputs.

        ↓ 60 downloads/weekTypeScriptLicense: NOASSERTION

          mcpmeasured growthOpen source ↗

          Install claude mcp add json-contracts -- npx json-contracts

          1GitHub starsstable
        • 4

          MCP
          Active

          Risk regime + treasury for AI agents on Base: free regime reads, signed attestations, idle USDC.

          ↓ 92 downloads/weekJavaScriptLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add gblin-treasury-risk-regime -- npx @gblin-protocol/mcp-server

            1GitHub starsstable
          • 5

            MCP
            Dormant

            Save any product URL to your Wishfinity wishlist. Works with any MCP client.

            ↓ 56 downloads/weekTypeScriptLicense: MIT

              mcpmeasured growthOpen source ↗

              Install claude mcp add wishfinity-mcp-plusw -- npx wishfinity-mcp-plusw

              1GitHub starsstable
            • 6

              MCP
              Active

              MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.

              ↓ 71 downloads/weekTypeScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add mcp-yandex-direct -- npx mcp-yandex-direct

                1GitHub starsstable
              • 7

                MCP
                Dormant

                Add text or logo watermarks to images via the Markly.cloud API. Batch supported.

                ↓ 60 downloads/weekTypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add markly -- npx markly-mcp-server

                  1GitHub starsstable
                • 8

                  MCP
                  Active

                  Persistent memory for AI agents — history, context, semantic search, queues. 17 tools, stdio/SSE.

                  ↓ 74 downloads/weekLicense: NOASSERTION

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add agenticmemory -- npx agmry

                    1GitHub starsstable
                  • 9

                    MCP
                    Active

                    Submit AI inference to XFuel, pay per task (USDC via x402 or TFUEL), fetch/verify ZK proofs.

                    ↓ 60 downloads/weekJavaScriptLicense: Apache-2.0

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add xfuel-mcp -- npx xfuel-mcp

                      1GitHub starsstable
                    • 10

                      MCP
                      Active

                      The MCP server index that vets servers, not just lists them. Advisory screen before you install.

                      ↓ 92 downloads/weekTypeScriptLicense: NOASSERTION

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add mcp-server-mcpindex -- npx mcp-server-mcpindex

                        1GitHub starsstable
                      • 11

                        MCP
                        Active

                        Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.

                        ↓ 54 downloads/weekGoLicense: AGPL-3.0

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add litescope -- npx litescope

                          1GitHub starsstable
                        • 12

                          MCP
                          Active

                          Pre-connect trust checks for AI agents and MCP servers using HVTracker's public trust registry.

                          ↓ 74 downloads/weekPythonLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add hvtracker-mcp -- npx hvtracker-mcp

                            1GitHub starsstable
                          • 13

                            MCP
                            Active

                            XRPL domains for AI agents — availability, pricing, profiles, portfolio, and register links.

                            ↓ 56 downloads/weekTypeScriptLicense: NOASSERTION

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add xrpname-mcp-server -- npx @xrpname/xrpname-mcp

                              1GitHub starsstable
                            • 14

                              MCP
                              Dormant

                              AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS management.

                              ↓ 60 downloads/weekTypeScriptLicense: MIT

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add ai-hr-management-toolkit -- npx mcp-ai-hr-management-toolkit

                                1GitHub starsstable
                              • 15

                                MCP
                                Dormant

                                SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market quotes

                                ↓ 76 downloads/weekTypeScriptLicense: MIT

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add financial-hub-mcp -- npx financial-hub-mcp

                                  1GitHub starsstable
                                • 16

                                  MCP
                                  Active

                                  Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and HR zones.

                                  ↓ 60 downloads/weekJavaScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add rundida-mcp -- npx @rundida/mcp-server

                                    1GitHub starsstable
                                  • 17

                                    MCP
                                    Active

                                    E-commerce storefront over MCP: public catalog tools plus token-gated back-office tools.

                                    ↓ 21 downloads/weekTypeScriptLicense: Apache-2.0

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add storefront-mcp -- npx storefront-mcp

                                      1GitHub starsstable
                                    • 18

                                      MCP
                                      Active

                                      Validate, query, safely edit, and wireframe MAIAS app-IA documents: cascading renames, atomic edits.

                                      ↓ 55 downloads/weekTypeScriptLicense: Apache-2.0

                                        mcpmeasured growthOpen source ↗

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

                                        1GitHub starsstable
                                      • 19

                                        MCP
                                        Active

                                        RunAPI MCP server for Veo 3.1: create tasks, poll status, check pricing.

                                        ↓ 98 downloads/weekTypeScriptLicense: Apache-2.0

                                          mcpmeasured growthOpen source ↗

                                          Install claude mcp add veo-3-1-mcp -- npx @runapi.ai/veo-3-1-mcp

                                          1GitHub starsstable
                                        • 20

                                          MCP
                                          Active

                                          Local-first, read-only WHOOP MCP server for recovery, sleep, strain, workouts, and body signals

                                          ↓ 60 downloads/weekTypeScriptLicense: MIT

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add mcp-server-whoop -- npx mcp-server-whoop

                                            1GitHub starsstable
                                          • 21

                                            MCP
                                            Active

                                            Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes

                                            ↓ 54 downloads/weekPythonLicense: MIT

                                              mcpmeasured growthOpen source ↗

                                              Install claude mcp add wemo -- uvx wemo-mcp-server

                                              1GitHub starsstable
                                            • 22

                                              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
                                              • 23

                                                MCP
                                                Active

                                                Oura Ring MCP server for the Oura API v2: sleep, readiness, activity, heart rate, and more.

                                                ↓ 53 downloads/weekTypeScriptLicense: MIT

                                                  mcpmeasured growthOpen source ↗

                                                  Install claude mcp add oura-ring-mcp-server -- npx oura-ring-mcp-server

                                                  1GitHub starsstable
                                                • 24

                                                  MCP
                                                  Active

                                                  30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather, corporate registry

                                                  ↓ 34 downloads/weekTypeScriptLicense: Apache-2.0

                                                    mcpmeasured growthOpen source ↗

                                                    Install claude mcp add japan-data-mcp -- npx @mameta/japan-data-mcp

                                                    1GitHub starsstable
                                                  • 25

                                                    MCP
                                                    Dormant

                                                    Real-time crypto volume anomaly detection across 50+ tokens for whale signals

                                                    ↓ 37 downloads/weekPython

                                                      mcpmeasured growthOpen source ↗

                                                      Install claude mcp add crypto-signals-mcp -- uvx crypto-signals-mcp

                                                      1GitHub starsstable