io.github.happy520ai/unified-ai-system
Unified AI System MCP Gateway
Is the Unified AI System MCP Gateway MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.
alive probed 2026-11-15 · unchanged since 2026-10-31
- Run it
- docker run -i --rm ghcr.io/happy520ai/unified-ai-system/mcp-server:0.8.0 (stdio, probed in a container with the network off)
- Host
- ghcr.io
- Reports itself as
- unified-ai-system 0.8.0
- Capabilities
- tools
- Instructions
- 914 characters
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 2.5k tokens in Claude Opus 5.5, exact, measured 2026-10-31. With the Claude Code prefix mcp__…__ on each tool name: 2.6k. The o200k_base estimate is 1.3k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/happy520ai/unified-ai-system
- Website
- https://happy520ai.github.io/unified-ai-system/
- Registry
- active, updated 2026-09-25 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.89×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| gateway_prompt_enhance_llm | 405 | 214 | 16 % |
| workflow_run | 400 | 211 | 16 % |
| gateway_prompt_enhance | 343 | 181 | 14 % |
| knowledge_retrieve | 269 | 142 | 11 % |
| agent_governance_describe | 206 | 109 | 8 % |
Compare this server with others.
More servers
Other registry entries on ghcr.io, the ones next to this name; all of them.
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- io.github.groupdocs-total/groupdocs-total-mcp · crashed on start
- weave io.github.grunion-ai/weave · alive
- Mellow Tapir Radio Spectrum Guide io.github.guycole/mellow-tapir · not probed
- Ratatoskr io.github.haszerobyte/ratatoskr · alive
- phpgraph io.github.hbenabdallah/phpgraph · alive
- retriEVAL io.github.hcarrillo001/retrieval-mcp · alive
- skgate io.github.helv-io/skgate · not probed
Servers that mention unified.
- Synlake ai.synlake/synlake · not MCP
- com.api2cart/mcp · needs auth
- com.apideck/mcp · alive
- Cavyro com.cavyro/cavyro · needs auth
- Consulate - AI Dispute Resolution (Crypto + Traditional + General) com.consulatehq/consulate · no DNS
- Danube AI com.danubeai/danube · needs auth
- Jinko MCP com.gojinko.mcp/jinko · alive
- com.jojapi/gpt-5 · not MCP
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.