ai-toolkit vs Future AGI
ai-toolkit is a plugin bundle for AI coding tools published by Antony Zaki. Marketplaces we read that list it: 1 (Community GitHub marketplaces). Future AGI is an MCP server published by futureagi.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace | ||
|---|---|---|
| Community marketplace aznatkoiny/zai-skills | Listed Version: 2.4.0 Forks (GitHub): 1 Stars (GitHub): 10 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 No figure published Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | ai-toolkit | Future AGI |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 10 | No figure on GitHub |
| Forks (GitHub) (differs) | 1 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (api.futureagi.com/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 12 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/aznatkoiny/zai-skills | Not stated |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-15 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 3 days ago, requires a key |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
ai-toolkit
Deep Learning, Reinforcement Learning, Prompt Optimization, x402 Web3 Payments, and OpenClaw Setup skills, plus 4 workflow commands and RL-debugger/prompt-rewriter agents
Future AGI
Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf & more.
How to run each
ai-toolkit As a Claude Code plugin
/plugin marketplace add aznatkoiny/zai-skills
/plugin install ai-toolkit@zAI-SkillsFuture AGI As a remote MCP server
claude mcp add --transport http futureagi https://api.futureagi.com/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Future AGI has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: ai-toolkit · What it can do: Future AGI · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.