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.

Radar filters

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

    Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

    License: MIT

      mcpmeasured growthOpen source ↗

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

      670GitHub stars+309 (+85.6 %)
    • 2

      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 %)
      • 3

        MCP
        Active

        Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

        GoLicense: Apache-2.0
        • agent-skills
        • ai-agents
        • automation
        • devops
        • docker

        githubmeasured growthOpen source ↗

        570GitHub stars+137 (+31.6 %)
      • 4

        MCP
        Active

        Connect MCP clients to 2,000+ AI models without managing provider API keys.

        TypeScriptLicense: Apache-2.0

          mcpmeasured growthOpen source ↗

          Remote server, to be declared in the MCP configuration https://sandbase.ai/v1/mcp

          110GitHub stars+46 (+71.9 %)
        • 5

          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 %)
        • 6

          MCP
          Active

          AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

          RustLicense: Apache-2.0
          • a2a
          • ai-agent-framework
          • ai-agents
          • ai-sre
          • aiops

          githubmeasured growthOpen source ↗

          339GitHub stars+81 (+31.4 %)
        • 7

          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 %)
          • 8

            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 %)
          • 9

            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 %)
            • 10

              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 %)
              • 11

                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
              • 12

                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 %)
              • 13

                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 %)
                • 14

                  MCP
                  Active

                  Cross-harness communication and shared work-state for AI coding agents.

                  TypeScriptLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add concord-mcp -- npx @concord-ai/concord-mcp

                    302GitHub stars+58 (+23.8 %)
                  • 15

                    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 %)
                  • 16

                    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 %)
                    • 17

                      MCP
                      Active

                      Your durable workspace across AI agents.

                      PythonLicense: MIT
                      • agent-memory
                      • agent-skills
                      • agentic-workflow
                      • agy
                      • ai-agents

                      githubmeasured growthOpen source ↗

                      105GitHub stars+31 (+41.9 %)
                    • 18

                      MCP
                      Active

                      Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.

                      TypeScriptLicense: Apache-2.0
                      • agent-skills
                      • ai-agents
                      • ai-coding
                      • ai-gateway
                      • chatgpt

                      githubmeasured growthOpen source ↗

                      110GitHub stars+31 (+39.2 %)
                    • 19

                      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 %)
                    • 20

                      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 %)
                      • 21

                        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 %)
                      • 22

                        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 %)
                      • 23

                        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 %)

                      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 %)