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

    Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.

    ShellLicense: MIT
    • ai-seo
    • backlinks
    • claude
    • claude-skills
    • dataforseo

    githubmeasured growthOpen source ↗

    525GitHub stars+483 (+1150.0 %)
  2. 2

    MCP
    Active

    ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

    TypeScriptLicense: MIT
    • ai-agents
    • chatgpt
    • codex
    • mcp
    • model-context-protocol

    githubmeasured growthOpen source ↗

    2 545GitHub stars+1 085 (+74.3 %)
  3. 3

    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 %)
    • 4

      MCP
      Active

      File a task with your local no_human and check on it: task_add and task_status over stdio.

      ↓ 442 downloads/weekPythonLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add no_human -- uvx no-human

        263GitHub stars+208 (+378.2 %)
      • 5

        MCP
        Active

        Google Ads, Meta Ads & GA4 MCP server - 250+ tools for campaigns, creatives, audiences & reports.

        License: MIT

          mcpmeasured growthOpen source ↗

          Remote server, to be declared in the MCP configuration https://mcp.get-ryze.ai/mcp

          1 491GitHub stars+418 (+39.0 %)
        • 6

          MCP
          Active

          SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

          ↓ 93 downloads/weekPythonLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add seo-monster -- uvx seo-monster

            149GitHub stars+146 (+4866.7 %)
          • 7

            MCP
            Active

            Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.

            PythonLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

              Install claude mcp add OpenWorkProof -- uvx openworkproof

              187GitHub stars+144 (+334.9 %)
            • 8

              MCP
              Active

              Local profiler: which usage window took you out, and where your agent's money goes

              PythonLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add agentburn -- uvx agentburn

                122GitHub stars+109 (+838.5 %)
              • 9

                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 %)
                • 10

                  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 %)
                  • 11

                    MCP
                    Active

                    Agent Workflow Engine — multi-step MCP workflows with per-step directives and validation.

                    TypeScriptLicense: Apache-2.0

                      mcpmeasured growthOpen source ↗

                      114GitHub stars+92 (+418.2 %)
                    • 12

                      MCP
                      Active

                      Executable mathematics and independent verification for AI agents.

                      PythonLicense: MIT

                        mcpmeasured growthOpen source ↗

                        Install claude mcp add jacobian -- npx jacobian

                        163GitHub stars+81 (+98.8 %)
                      • 13

                        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 ↗

                        606GitHub stars+164 (+37.1 %)
                      • 14

                        MCP
                        Active

                        Bounded local runtime evidence from explicit artifacts and typed direct targets.

                        PythonLicense: MIT

                          mcpmeasured growthOpen source ↗

                          Install claude mcp add flameox -- uvx flameox

                          104GitHub stars+57 (+121.3 %)
                        • 15

                          MCP
                          Active

                          Mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs for AI agents.

                          ↓ 410 downloads/weekTypeScriptLicense: MIT

                            mcpmeasured growthOpen source ↗

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

                            58GitHub stars+54 (+1350.0 %)
                          • 16

                            MCP
                            Active

                            Query databases from AI agents using connections configured in DBX.

                            ↓ 5 318 downloads/weekRustLicense: Apache-2.0

                              mcpmeasured growthOpen source ↗

                              Install claude mcp add dbx -- npx @dbx-app/mcp-server

                              18 088GitHub stars+795 (+4.6 %)
                            • 17

                              MCP
                              Active

                              Local-first web intelligence MCP server for AI coding agents

                              ↓ 904 downloads/weekTypeScriptLicense: NOASSERTION

                                mcpmeasured growthOpen source ↗

                                Install claude mcp add wigolo -- npx wigolo

                                5 090GitHub stars+348 (+7.3 %)
                              • 18

                                MCP
                                Active

                                Manage social publishing workflows through OpenPost

                                TypeScriptLicense: AGPL-3.0

                                  mcpmeasured growthOpen source ↗

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

                                  68GitHub stars+35 (+106.1 %)
                                • 19

                                  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 %)
                                  • 20

                                    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 ↗

                                    346GitHub stars+88 (+34.1 %)
                                  • 21

                                    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 113GitHub stars+621 (+3.6 %)
                                  • 22

                                    MCP
                                    Active

                                    Code graph MCP server for AI agents: 81 languages, 87 frameworks, 90.6% fewer PR-review tokens

                                    TypeScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      Install claude mcp add trace-mcp -- npx trace-mcp

                                      155GitHub stars+53 (+52.0 %)
                                    • 23

                                      MCP
                                      Active

                                      Framework-aware code intelligence MCP server for Claude Code and Codex — 90.6% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own. 81 languages, 87 frameworks, 100% local.

                                      TypeScriptLicense: MIT
                                      • ai-agents
                                      • claude
                                      • claude-ai
                                      • claude-code
                                      • claude-code-plugin

                                      githubmeasured growthOpen source ↗

                                      155GitHub stars+53 (+52.0 %)
                                    • 24

                                      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 %)

                                      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 966GitHub stars+257 (+9.5 %)