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

    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 ↗

    542GitHub stars+284 (+110.1 %)
  2. 2

    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 %)
    • 3

      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 %)
      • 4

        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 %)
        • 5

          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 %)
          • 6

            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 %)
            • 7

              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 %)
              • 8

                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 %)
                • 9

                  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 564GitHub stars+410 (+19.0 %)
                • 10

                  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 %)
                  • 11

                    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 %)
                    • 12

                      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 ↗

                      642GitHub stars+174 (+37.2 %)
                    • 13

                      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 %)
                      • 14

                        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 %)
                        • 15

                          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 ↗

                          348GitHub stars+94 (+37.0 %)
                        • 16

                          MCP
                          Active

                          Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% 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 ↗

                          161GitHub stars+59 (+57.8 %)
                        • 17

                          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 %)
                          • 18

                            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 %)
                            • 19

                              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 %)
                              • 20

                                MCP
                                Active

                                AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

                                RustLicense: AGPL-3.0
                                • agent-skills
                                • claude
                                • kicad-pcb
                                • kicad-schematics
                                • llm

                                githubmeasured growthOpen source ↗

                                474GitHub stars+96 (+25.4 %)
                              • 21

                                MCP
                                Active

                                Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access.

                                ↓ 111 downloads/weekTypeScriptLicense: AGPL-3.0

                                  mcpmeasured growthOpen source ↗

                                  Install claude mcp add mindwtr -- npx mindwtr-mcp

                                  1 952GitHub stars+188 (+10.7 %)
                                • 22

                                  MCP
                                  Active

                                  An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

                                  ↓ 28 downloads/weekTypeScriptLicense: MIT

                                    mcpmeasured growthOpen source ↗

                                    Install claude mcp add logisheets-mcp -- npx logisheets-mcp

                                    40GitHub stars+25 (+166.7 %)
                                  • 23

                                    MCP
                                    Active

                                    One MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr

                                    TypeScriptLicense: MIT

                                      mcpmeasured growthOpen source ↗

                                      38GitHub stars+22 (+137.5 %)
                                    • 24

                                      MCP
                                      Active

                                      Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

                                      ↓ 16 228 downloads/weekPythonLicense: Apache-2.0

                                        mcpmeasured growthOpen source ↗

                                        Install claude mcp add skylos -- uvx skylos

                                        643GitHub stars+99 (+18.2 %)

                                      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 969GitHub stars+246 (+9.0 %)