Official MCP Registry vs Jina Reader vs Tongyi Lingma 通义灵码 vs CodeFuse 蚂蚁CodeFuse
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
| MCP Official MCP Registry The canonical open catalog and API for discovering Model Context Proto... Visit | JR Jina Reader Prefix any URL with r.jina.ai and get clean, LLM-ready markdown back. Visit |
Tongyi Lingma 通义灵码
Alibaba's AI coding assistant — rebranded Qoder CN in May 2026
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CodeFuse 蚂蚁CodeFuse
Ant Group's AI coding assistant
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| RECATOOLS Score | 6.5 / 10 | 7.9 / 10 | 6.4 / 10 | 6.4 / 10 |
| Capability | — | — | ||
| Value for money | — | — | ||
| Ease of use | — | — | ||
| ASEAN readiness | — | — | ||
| API quality | — | — | ||
| Pricing | Open Source | Freemium | Freemium | Open Source |
| Free tier | Free and open-source; open REST API for publishing and discovering MCP servers. | Keyless use at 20 RPM; free API key adds 10M tokens | Permanently free Individual Edition (no Agent turn cap); Individual Pro Edition is free during a limited preview period and includes up to 50 Agent conversation turns per month | — |
| Paid from | — | Prepaid token packs (dashboard-priced) | USD 32/user/month (Enterprise Dedicated Edition, minimum 100 users) | — |
| Has API | ✓ | ✓ | ✗ | ✓ |
| Open source | ✓ | ✓ | ✗ | ✓ |
| Free to use | ✓ | ✓ | ✓ | ✓ |
| Users | — | — | Over 13 million plugin downloads total by May 2025 (was 9 million by January 2025) | — |
| Founded | 2025 | — | 2023 | 2023 |
| Maker | Model Context Protocol project | — | Alibaba Cloud (Alibaba Cloud Computing Co. Ltd., a division of Alibaba Group) | — |
| Verdict | What this is for: A canonical, open API and catalog for publishing and discovering MCP servers across the ecosystem. Who this is for: Tool authors, MCP client developers, and platforms building server marketplaces or ag... |
Jina Reader is the lowest-friction way to turn live web content into LLM-ready input. It converts URLs — web pages, PDFs, Office documents, images with AI captioning — into clean markdown via a simple URL prefix, and its... |
This is now Qoder CN — Alibaba retired the Tongyi Lingma name on May 20, 2026 and folded the assistant into its Qoder agentic-coding line, with credit-metered pricing arriving the same day. The free-for-everyone era is o... |
CodeFuse is Ant Group's open-source family of code LLMs and agent frameworks (including DevOps-ChatBot and muAgent) aimed at the full software lifecycle, from requirements through coding, testing and operations. Its rele... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.