Agents, skills and MCP radar: applications and platforms

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

   cc-switch

   App

   ActiveLast commit today · 2026-09-01

   A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

   RustLicense: MIT

   • ai-tools
   • claude-code
   • codex
   • desktop-app
   • grok

   githubcreated 13 months agomeasured growthOpen source ↗

   130 418GitHub stars+1 008 (+0.78 %)
2. 2

   open-webui

   App

   ActiveLast commit today · 2026-09-01

   User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

   Python

   • ai
   • llm
   • llm-ui
   • llm-webui
   • llms

   githubcreated 2 years agomeasured growthOpen source ↗

   150 533GitHub stars+606 (+0.40 %)
3. 3

   supabase-architect-skill

   App

   DormantLast commit 3 months ago · 2026-05-11

   Enterprise-grade database architect, security auditor and production consultant for Supabase — Claude Code Skill

   TypeScriptLicense: MIT

   • anthropic
   • claude-code
   • claude-code-skill
   • database-architect
   • multi-tenant

   githubcreated 3 months agomeasured growthOpen source ↗

   3GitHub stars+1 (+50.0 %)
4. 4

   prismstack

   App

   DormantLast commit 4 months ago · 2026-05-02

   Turn your domain expertise into a runnable AI skill system — 10 principles, 6 pipeline patterns, 15D quality rubric. One beam of light in, a spectrum of skills out.

   ShellLicense: MIT

   • ai-skills
   • claude-code
   • claude-code-skills
   • domain-expertise
   • methodology

   githubcreated 5 months agomeasured growthOpen source ↗

   2GitHub starsstable
5. 5

   a2a-forge

   App

   DormantLast commit 4 months ago · 2026-04-13

   🔨 A desktop workbench for testing and debugging A2A (Agent-to-Agent) protocol agents. Built with Tauri 2 + React + TypeScript.

   TypeScriptLicense: MIT

   • a2a
   • agent-to-agent
   • api-testing
   • desktop-app
   • developer-tools

   githubcreated 5 months agomeasured growthOpen source ↗

   2GitHub starsstable
6. 6

   guildaidemo

   App

   DormantLast commit 5 months ago · 2026-03-05

   EFL pronunciation assessment web/A2A app focused on syllable stress

   PythonLicense: MIT

   • a2a
   • assessment
   • deepgram-stt
   • efl
   • flask

   githubcreated 6 months agomeasured growthOpen source ↗

   1GitHub starsstable
7. 7

   baseapi-hexagonal-architecture

   App

   AbandonedLast commit 12 months ago · 2025-08-15

   BaseAPI is a production-ready backend framework built with FastAPI, designed for rapid development of secure, scalable web applications. It includes JWT authentication, background task processing with Celery + Redis, Postgress integration,…

   PythonLicense: MIT

   • a2a
   • alembic
   • celery
   • fastapi
   • mailgun

   githubcreated 12 months agomeasured growthOpen source ↗

   1GitHub starsstable
8. 8

   saas-resources-hub

   App

   ActiveLast commit 11 days ago · 2026-08-21

   Open-source Claude Code skills encoding production-tested SaaS patterns: Supabase credit ledgers, Polar.sh payments, RLS, OAuth.

   TypeScriptLicense: MIT

   • claude-code
   • claude-code-skills
   • merchant-of-record
   • multi-tenant
   • nextjs

   githubcreated 12 days agonewmeasured growthOpen source ↗

   1GitHub starsstable
9. 9

   SHIPIT

   App

   ActiveLast commit 47 days ago · 2026-07-16

   The first zero-touch deployment platform for OKX.AI.

   TypeScriptLicense: MIT

   • a2a-protocol
   • a2a-server
   • a2mcp
   • ai
   • blockchain

   githubcreated 5 months agomeasured growthOpen source ↗

   0GitHub starsstable
10. 10

    aiaic_toprod

    App

    ActiveLast commit 6 days ago · 2026-08-26

    aiaic_toprod :factory_worker::building_construction::earth_asia: : Prototype to Production # A2A # Agent Deployment # Agent Engine

    Jupyter Notebook

    • agent
    • agent-engine
    • agent-to-agent
    • agentic
    • deploy

    githubcreated 9 months agomeasured growthOpen source ↗

    0GitHub starsstable
11. 11

    heterogent-app

    App

    ActiveLast commit 29 days ago · 2026-08-03

    Web application for Heterogent — marketplace, escrow management, agent deployment, task routing. Built with React, Vite, and Solana wallet adapters

    TypeScriptLicense: MIT

    • a2a
    • phantom-wallet
    • react
    • solana
    • tailwindcss

    githubcreated 29 days agonewmeasured growthOpen source ↗

    0GitHub starsstable
12. 12

    aegisgate-platform

    App

    ActiveLast commit 2 days ago · 2026-08-30

    Open-core AI security gateway — 6 pillars, 31 compliance frameworks, 176 detection patterns. Self-hosted. Fail-closed.

    Go

    • a2a-protocol
    • acp-protocol
    • ai-security
    • api-gateway
    • compliance

    githubcreated 5 months agomeasured growthOpen source ↗

    0GitHub starsstable
13. 13

    a3modz-script-menu-v2026

    App

    ActiveLast commit 1 day ago · 2026-08-31

    Organize game scripts with this lightweight HTML menu utility designed for browser-based workflow management.

    HTMLLicense: GPL-3.0

    • a2a
    • a2a-protocol
    • amqp
    • android
    • animation

    githubcreated 38 days agomeasured growthOpen source ↗

    0GitHub starsstable
14. 14

    a2a-negotiation-mcp

    App

    ActiveLast commit 36 days ago · 2026-07-27

    Agent-to-agent SaaS pricing negotiation over MCP — 34 tools for market pricing, multi-round negotiation strategies, buying groups, contracts, renewals, and SLA tracking

    GoLicense: MIT

    • a2a
    • go
    • golang
    • mcp
    • negotiation

    githubcreated 3 months agomeasured growthOpen source ↗

    0GitHub starsstable