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

    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

        Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.

        ↓ 372 downloads/weekTypeScriptLicense: MIT

          mcpmeasured growthOpen source ↗

          Install claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp

          100GitHub stars+98 (+4900.0 %)
        • 4

          MCP
          Active

          Generate images and video from text prompts across Gemini, OpenAI and Kie AI.

          ↓ 486 downloads/weekTypeScriptLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add mediagen -- npx mediagen

            54GitHub stars+53 (+5300.0 %)
          • 5

            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 %)
          • 6

            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 %)
            • 7

              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 %)
            • 8

              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 %)
            • 9

              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 %)
              • 10

                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 %)
              • 11

                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 %)
                • 12

                  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 %)
                  • 13

                    MCP
                    Active

                    A lightweight, Git-backed permanent memory for AI agents.

                    PythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add perenna -- uvx perenna

                      36GitHub stars+18 (+100.0 %)
                    • 14

                      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
                    • 15

                      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 %)
                    • 16

                      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 %)
                      • 17

                        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 %)
                        • 18

                          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 %)
                        • 19

                          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 %)
                          • 20

                            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 %)
                          • 21

                            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 %)
                          • 22

                            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 %)
                            • 23

                              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 %)

                            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 %)