Agents, skills and MCP radar: MCP servers

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.

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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

    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

    TypeScriptLicense: MIT

      mcpmeasured growthOpen source ↗

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

      5 883GitHub stars+813 (+16.0 %)
    • 2

      MCP
      UnknownLast commit: unavailable

      300+ free public & government data sources behind one API key, for AI agents.

      mcpmeasured growthOpen source ↗

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

      81downloads over 7 days+59 (+268.2 %)
    • 3

      MCP
      Active

      20 MB lightweight cross-platform database client for 90+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持…

      RustLicense: Apache-2.0
      • ai
      • cli
      • clickhouse
      • database
      • database-client

      githubmeasured growthOpen source ↗

      18 048GitHub stars+628 (+3.6 %)
    • 4

      MCP
      Active

      Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

      ↓ 5 893 downloads/weekCLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add codebase-memory-mcp -- npx codebase-memory-mcp

        42 100GitHub stars+1 314 (+3.2 %)
      • 5

        MCP
        Active

        High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

        CLicense: MIT
        • aider
        • ast
        • claude-code
        • code-analysis
        • code-intelligence

        githubmeasured growthOpen source ↗

        42 241GitHub stars+1 120 (+2.7 %)
      • 6

        MCP
        Active

        MCP server for Chrome DevTools

        ↓ 1 960 953 downloads/weekTypeScriptLicense: Apache-2.0

          mcpmeasured growthOpen source ↗

          Install claude mcp add chrome-devtools-mcp -- npx chrome-devtools-mcp

          50 853GitHub stars+1 083 (+2.2 %)
        • 7

          MCP
          Active

          Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

          ↓ 200 076 downloads/weekPythonLicense: BSD-3-Clause

            mcpmeasured growthOpen source ↗

            Install claude mcp add Scrapling -- uvx scrapling

            78 307GitHub stars+1 639 (+2.1 %)
          • 8

            MCP
            UnknownLast commit: unavailable

            Evidence-backed npm upgrade preflight and dependency audits for coding agents, paid via x402.

            mcpmeasured growthOpen source ↗

            Install claude mcp add safe-upgrade -- npx safe-upgrade-mcp

            18downloads over 7 days+18
          • 9

            MCP
            Active

            Chrome DevTools for coding agents

            TypeScriptLicense: Apache-2.0
            • browser
            • chrome
            • chrome-devtools
            • debugging
            • devtools

            githubmeasured growthOpen source ↗

            50 944GitHub stars+780 (+1.6 %)
          • 10

            MCP
            UnknownLast commit: unavailable

            Track credit card benefits, welcome offers, loyalty points, and money deadlines. No bank login.

            mcpmeasured growthOpen source ↗

            Install claude mcp add creditsync -- npx @creditsync-pro/mcp

            90downloads over 7 days+31 (+52.5 %)
          • 11

            MCP
            Active

            Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools.

            TypeScriptLicense: AGPL-3.0

              mcpmeasured growthOpen source ↗

              Remote server, to be declared in the MCP configuration https://worldmonitor.app/mcp

              85 499GitHub stars+1 098 (+1.3 %)
            • 12

              MCP
              Active

              x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step…

              ZigLicense: MIT
              • ai-agents
              • ai-debugging
              • binary-analysis
              • claude
              • claude-code

              githubmeasured growthOpen source ↗

              1 880GitHub stars+135 (+7.7 %)
            • 13

              MCP
              Active

              Control a real Chrome browser to complete any task: fill forms, extract data, book flights.

              ↓ 15 563 370 downloads/weekPythonLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add browser-use -- uvx browser-use

                112 200GitHub stars+1 112 (+1.0 %)
              • 14

                MCP
                UnknownLast commit: unavailable

                Read and author HiveLearn courses, events, quizzes, certificates, resources, leaderboards, tracks.

                mcpmeasured growthOpen source ↗

                Install claude mcp add hivelearn-mcp -- npx hivelearn-mcp

                27downloads over 7 days+13 (+92.9 %)
              • 15

                MCP
                Active

                Trending hip-hop artist momentum scores across four cultural dimensions.

                TypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Remote server, to be declared in the MCP configuration https://labelhead-mcp-public-production.up.railway.app/mcp

                  79 966GitHub stars+517 (+0.65 %)
                • 16

                  MCP
                  Active

                  ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any…

                  PythonLicense: MIT
                  • ai-research
                  • ai-tools
                  • aris
                  • autonomous-agent
                  • claude

                  githubmeasured growthOpen source ↗

                  15 734GitHub stars+289 (+1.9 %)
                • 17

                  MCP
                  UnknownLast commit: unavailable

                  Manage Google Play Console: releases, listings, monetization, reviews, and Android Vitals.

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add play-console-mcp -- npx @wiseappsai/play-console-mcp

                  54downloads over 7 days+19 (+54.3 %)
                • 18

                  MCP
                  UnknownLast commit: unavailable

                  Commission infrastructure for AI commerce — program discovery, attribution, and settlement.

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add syndicate-links -- npx syndicate-links-mcp

                  66downloads over 7 days+21 (+46.7 %)
                • 19

                  MCP
                  Active

                  Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.

                  PythonLicense: Apache-2.0

                    mcpmeasured growthOpen source ↗

                    Remote server, to be declared in the MCP configuration https://skills-sh.run.mcp.com.ai/mcp

                    25 012GitHub stars+304 (+1.2 %)
                  • 20

                    MCP
                    Active

                    A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

                    PythonLicense: MIT
                    • agentic-ai
                    • agentic-workflows
                    • ai-agent
                    • ai-agents
                    • awesome-list

                    githubmeasured growthOpen source ↗

                    6 659GitHub stars+154 (+2.4 %)
                  • 21

                    MCP
                    Active

                    A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

                    TypeScriptLicense: MIT
                    • agent-skills
                    • ai
                    • dsh-plugin
                    • hacktoberfest
                    • javascript

                    githubmeasured growthOpen source ↗

                    42 189GitHub stars+261 (+0.62 %)
                  • 22

                    MCP
                    UnknownLast commit: unavailable

                    Crypto trading backtesting, bot deployment, AI strategy, and account management for Sentinel Bot.

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add sentinel -- npx mcp-server-sentinel

                    31downloads over 7 days+10 (+47.6 %)
                  • 23

                    MCP
                    Active

                    Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails.

                    ↓ 2 527 downloads/weekTypeScriptLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add emailmd -- npx emailmd

                      1 368GitHub stars+65 (+5.0 %)

                    Learning resources

                    Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

                    1. 1

                      Claude-Code-Everything-You-Need-to-Know

                      MCP
                      ActiveOpen source ↗

                      A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to power-user depth. Featured in Awesome…

                      PythonLicense: MIT
                      • agent-skills
                      • agentic-coding
                      • ai-agents
                      • anthropic
                      • anthropic-claude
                      githubResourcemeasured growth
                      2 955GitHub stars+253 (+9.4 %)
                    2. 2

                      awesome-mcp-servers

                      MCP
                      ActiveOpen source ↗

                      A collection of MCP servers.

                      License: MIT
                      • ai
                      • mcp
                      githubResourcemeasured growth
                      94 166GitHub stars+1 102 (+1.2 %)