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

        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

              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 %)
            • 8

              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 %)
              • 9

                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 %)
                • 10

                  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 %)
                • 11

                  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 %)
                • 12

                  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 %)
                • 13

                  MCP
                  Active

                  Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Work In Progress)

                  TypeScriptLicense: MIT
                  • claude
                  • claude-code
                  • claude-code-plugin
                  • claude-code-skill
                  • claude-skills

                  githubmeasured growthOpen source ↗

                  22GitHub stars+12 (+120.0 %)
                • 14

                  MCP
                  Active

                  Generate Sass palettes, typography, elevations, and themes for Ignite UI components.

                  SCSSLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add igniteui-theming -- npx igniteui-theming

                    44GitHub stars+17 (+63.0 %)
                  • 15

                    MCP
                    Active

                    Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.

                    ↓ 178 downloads/weekPythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add mcp-fiscal-brasil -- uvx mcp-fiscal-brasil

                      287GitHub stars+42 (+17.1 %)
                    • 16

                      MCP
                      Active

                      Governance standard and reference toolset for LLM-maintained knowledge corpora

                      Python
                      • agentic-workflows
                      • ai-agents
                      • auditability
                      • claude-code-plugin
                      • deepseek-harness

                      githubmeasured growthOpen source ↗

                      316GitHub stars+43 (+15.8 %)
                    • 17

                      MCP
                      Active

                      Give AI agents ambitious work without losing the plot. nac is an open-source harness for long-running tasks, using a central orchestrator, threads, and structured episodes to stay aligned with your intent.

                      RustLicense: Apache-2.0
                      • agent-harness
                      • agent-orchestration
                      • agent-skills
                      • agentic-workflows
                      • ai-agents

                      githubmeasured growthOpen source ↗

                      209GitHub stars+35 (+20.1 %)
                    • 18

                      MCP
                      Active

                      368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.

                      HTML
                      • agentic-coding
                      • agile
                      • ai-agents
                      • ai-skills
                      • business-operations

                      githubmeasured growthOpen source ↗

                      702GitHub stars+63 (+9.9 %)
                    • 19

                      MCP
                      Active

                      T-Bank (Т-Банк) mobile banking: accounts, cards, transfers, bill pay, grocery, tickets, travel

                      PythonLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add tbank-mcp -- uvx tbank-mcp

                        24GitHub stars+10 (+71.4 %)
                      • 20

                        MCP
                        Active

                        Offensive security framework for AI agent infrastructure - recon, credential looting, model exfiltration, poisoning, and attack-path analysis across MCP, A2A, gateways, and AI services. BloodHound for the agentic stack.

                        GoLicense: Apache-2.0
                        • a2a
                        • agentic-ai
                        • ai-agents
                        • ai-security
                        • attack-paths

                        githubmeasured growthOpen source ↗

                        382GitHub stars+44 (+13.0 %)
                      • 21

                        MCP
                        Active

                        Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.

                        ↓ 31 157 downloads/weekPythonLicense: Apache-2.0

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add hol-guard -- uvx hol-guard

                          512GitHub stars+46 (+9.9 %)
                        • 22

                          MCP
                          Active

                          Inspect and manage a homelab over MCP - status, Docker, ports, backups - without shell access.

                          ↓ 224 downloads/weekGoLicense: MIT

                            mcpmeasured growthOpen source ↗

                            Install claude mcp add homebutler -- npx homebutler

                            269GitHub stars+32 (+13.5 %)
                          • 23

                            MCP
                            Active

                            Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.

                            RustLicense: AGPL-3.0

                              mcpmeasured growthOpen source ↗

                              Remote server, to be declared in the MCP configuration https://mcp.uptimepage.dev/mcp

                              26GitHub stars+9 (+52.9 %)

                            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-trading-agents

                              MCP
                              ActiveOpen source ↗

                              Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.

                              License: CC0-1.0
                              • agent-skills
                              • agentic-ai
                              • ai-trading
                              • awesome
                              • awesome-list
                              githubResourcemeasured growth
                              445GitHub stars+42 (+10.4 %)