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

    Live cross-DEX pool prices, liquidity and spreads on 6 EVM chains, read from on-chain pool state.

    ↓ 208 downloads/weekJavaScriptLicense: MIT

      mcpmeasured growthOpen source ↗

      Install claude mcp add arb-dex-mcp -- npx arb-dex-mcp

      1GitHub starsstable
    • 2

      MCP
      Active

      Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.

      ↓ 209 downloads/weekTypeScriptLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add agentloopkit -- npx agentloopkit

        1GitHub starsstable
      • 3

        MCP
        Active

        Shipmail MCP server for AI agent custom-domain email inboxes with REST API and webhooks.

        ↓ 314 downloads/weekTypeScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add shipmail-mcp -- npx shipmail-mcp

          1GitHub starsstable
        • 4

          MCP
          Active

          HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.

          ↓ 61 downloads/weekPythonLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add hpsilab-quant-finance-mcp -- uvx hpsilab-quant-finance-mcp

            1GitHub starsstable
          • 5

            App
            Abandoned

            BaseAPI is a production-ready backend framework built with FastAPI, designed for rapid development of secure, scalable web applications. It includes JWT authentication, background task processing with Celery + Redis, Postgress integration,…

            PythonLicense: MIT
            • a2a
            • alembic
            • celery
            • fastapi
            • mailgun

            githubmeasured growthOpen source ↗

            1GitHub starsstable
          • 6

            MCP
            Active

            Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, GAQL.

            ↓ 214 downloads/weekTypeScriptLicense: MIT

              mcpmeasured growthOpen source ↗

              Install claude mcp add google-ads -- npx mcp-google-ads

              1GitHub starsstable
            • 7

              MCP
              Active

              Local stdio MCP server for cached, loop-aware JS/TypeScript diagnostics (Oxlint, tsc, Biome).

              ↓ 301 downloads/weekTypeScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add signalint -- npx signalint-mcp

                1GitHub starsstable
              • 8

                MCP
                Active

                Live flight tracking and aviation data via FlightAware AeroAPI (flights, airports, alerts).

                ↓ 219 downloads/weekTypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add flightaware-mcp -- npx @chrischall/flightaware-mcp

                  1GitHub starsstable
                • 9

                  MCP
                  Active

                  Polymarket smart-money analytics: whale leaderboard, wallet P&L, market consensus, live alerts

                  ↓ 297 downloads/weekPythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add orcalayer-mcp -- uvx orcalayer-mcp

                    1GitHub starsstable
                  • 10

                    MCP
                    Active

                    AgentDocs (agentdocs.eu) MCP: read, search, write, comment, share & attach images to Markdown docs.

                    ↓ 223 downloads/weekTypeScriptLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add agentdocs-mcp -- npx agentdocs-mcp

                      1GitHub starsstable
                    • 11

                      MCP
                      Active

                      Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions.

                      ↓ 226 downloads/weekPythonLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add claude-replay -- uvx claude-replay

                        1GitHub starsstable
                      • 12

                        MCP
                        Active

                        Cryptographic truth infrastructure for AI agents: seal, verify, anchor, cite, audit.

                        ↓ 287 downloads/weekJavaScript

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add apex-psi-mcp -- npx apex-psi-mcp

                          1GitHub starsstable
                        • 13

                          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
                          • 14

                            MCP
                            Active

                            Commerce for AI agents. 44 MCP tools. 380 retailers (336 verified), 21 countries, 4 platforms.

                            ↓ 228 downloads/weekPython

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add cli-market-world -- uvx cli-market-world

                              1GitHub starsstable
                            • 15

                              MCP
                              Active

                              The Blue Alliance MCP Server

                              ↓ 284 downloads/weekTypeScriptLicense: MIT

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add tba -- npx @withinfocus/tba-mcp-server

                                1GitHub starsstable
                              • 16

                                Skill
                                Dormant

                                Full-spectrum web application VAPT skill for Claude Code, OpenCode, Codex CLI & Gemini CLI — from reconnaissance to exploitation to remediation reporting

                                PythonLicense: MIT
                                • claude-code
                                • claude-code-skills
                                • codex-cli
                                • gemini-cli
                                • opencode

                                githubmeasured growthOpen source ↗

                                Install git clone https://github.com/bhuvangupta/vapt-claude ~/.claude/skills/vapt-claude

                                1GitHub starsstable
                              • 17

                                MCP
                                Active

                                Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps

                                ↓ 229 downloads/weekPythonLicense: Apache-2.0

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add multidim-mcp -- uvx multidim-mcp

                                  1GitHub starsstable
                                • 18

                                  MCP
                                  Active

                                  MCP server for Keepsake — the personal CRM for nurturing your relationships

                                  ↓ 277 downloads/weekTypeScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add keepsake -- npx keepsake-mcp

                                    1GitHub starsstable
                                  • 19

                                    MCP
                                    Active

                                    Visa and entry requirements for any passport/destination pair, in 15 languages. Free key.

                                    ↓ 222 downloads/weekJavaScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add orizn-visa-mcp -- npx orizn-visa-mcp

                                      1GitHub starsstable
                                    • 20

                                      MCP
                                      Active

                                      Groupon deals for Claude — search and browse local, goods, and travel deals

                                      ↓ 188 downloads/weekTypeScriptLicense: MIT

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add groupon-mcp -- npx groupon-mcp

                                        1GitHub starsstable
                                      • 21

                                        MCP
                                        Active

                                        MCP server wrapping the nb CLI for LLM-friendly note-taking

                                        RustLicense: Apache-2.0

                                          mcpmeasured growthOpen source ↗

                                          1GitHub starsstable
                                        • 22

                                          MCP
                                          Active

                                          Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.

                                          ↓ 130 downloads/weekJavaScript

                                            mcpmeasured growthOpen source ↗

                                            Install claude mcp add stellify-mcp -- npx @stellisoft/stellify-mcp

                                            1GitHub starsstable
                                          • 23

                                            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 starsstable
                                            • 24

                                              MCP
                                              Active

                                              Local MCP tools for crawler-readability and discovery-file diagnostics.

                                              ↓ 235 downloads/weekJavaScriptLicense: Apache-2.0

                                                mcpmeasured growthOpen source ↗

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

                                                1GitHub starsstable
                                              • 25

                                                MCP
                                                Active

                                                Search Viator tours and activities — products, availability, attractions, destinations.

                                                ↓ 214 downloads/weekTypeScript

                                                  mcpmeasured growthOpen source ↗

                                                  Install claude mcp add viator-mcp -- npx @chrischall/viator-mcp

                                                  1GitHub starsstable