Anyscale vs Manufact (formerly mcp-use)
Which Infrastructure AI tool is better in 2026?
Anyscale
Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
Manufact (formerly mcp-use)
Open source SDK & cloud infrastructure for MCP Servers & ChatGPT Apps
Side-by-side
Anyscale is the more established option (raised $260M); pricing is comparable on both sides.
| Metric | Anyscale | Manufact (formerly mcp-use) |
|---|---|---|
| Taglinei | Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference. | Open source SDK & cloud infrastructure for MCP Servers & ChatGPT Apps |
| Foundedi | 2019🏆 | 2025 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 201-500 | 1-10🏆 |
| Neuron scorei | 69🏆 | 54 |
| Total fundingi | $260M🏆 | $6.8M |
| Latest roundi | Series C · Dec 2021 | Seed · Feb 2026 |
| Valuationi | $1B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✓ Free Tier | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Enterprise · Contact sales | Pricing not disclosed |
| Pricing summaryi | 2 published plans | Pricing not listed |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Anyscale and Manufact (formerly mcp-use).
| Capability | Anyscale | Manufact (formerly mcp-use) |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Anyscale
- Has raised more capital ($260M vs $6.8M)
- Higher Neuron score (69 vs 54)
- Offers a free plan
- Offers a free trial
🔵 Strengths of Manufact (formerly mcp-use)
- Newer company (2025)
Which should you choose?
Choose Manufact (formerly mcp-use) if price matters most — it starts at Pricing not listed, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Anyscale if you want the most established option — it has raised $260M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Anyscale vs Manufact (formerly mcp-use) — which is better?
It depends on your priority. Anyscale has raised more capital and is the more established option; Manufact (formerly mcp-use) has broader feature depth. See the side-by-side table above.
Is Anyscale cheaper than Manufact (formerly mcp-use)?
No — Manufact (formerly mcp-use)'s cheapest paid plan is Pricing not listed, while Anyscale's is Free.
Do Anyscale and Manufact (formerly mcp-use) offer free plans?
Anyscale: Yes, has a free plan. Manufact (formerly mcp-use): Paid only.
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