System-1 Gateway
Related Servers
Alternatives to System-1 Gateway
No user-submitted related servers found.
Related Servers
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- AlicenseNot gradedqualityBmaintenanceEnables Claude Code and other MCP clients to offload bounded tasks such as code review, test stubs, commit messages, and format conversion to local or cheaper cloud LLMs, cutting token usage while the primary model remains the orchestrator.MIT
- FlicenseNot gradedqualityAmaintenanceEnables Claude Code and other MCP clients to offload bounded work—code review, test stubs, boilerplate, commit messages, format conversion, embeddings—to a local GPU model or a cheaper cloud, OpenAI-compatible endpoint. Source files are read by the server rather than the main model, cutting token spend while the orchestrating model keeps planning and verifying.-
- AlicenseNot gradedqualityAmaintenanceEnables MCP clients such as Claude Code to delegate bounded tasks like code review, boilerplate generation, commit messages, format conversion, and embeddings to local or cloud OpenAI-compatible LLMs, reducing token costs while keeping the main model in control.MIT
- AlicenseAqualityBmaintenanceEnables MCP clients to run fast, local, non-autoregressive System-1 decisions on text, including classification, triage, routing, and safety gating, via six typed tools with probabilistic outputs.208Apache 2.0
- AlicenseNot gradedqualityAmaintenanceExposes local MCP tools for typed, calibrated LLM decisions — gating risky actions, yes/no judging, classification, ordinal rating, and multi-question decisions in one pass. Runs on the model Devin's CLI already provides via ACP (or a fully offline local backend), so agents get calibrated confidence with no extra API key, no Ollama, and no waitlist.139 PyPI6MIT
TDQS
Scored across 3 tools
Each tool targets a clearly distinct concern: making a decision, checking health, and introspecting capabilities. There is no overlap in purpose or resource, so an agent can select without confusion.
All three tools share the system1_ prefix and snake_case verb/noun form (decide, health, capabilities). The pattern is predictable and uniform throughout.
Three tools is on the lean side, but for a thin inference gateway (decide + health + capabilities) each earns its place. Slightly under-scoped if richer workflows are expected.
The core lifecycle of a decision gateway is covered: decision, health monitoring, and capability discovery. Minor gaps exist, such as batch decisions or recording decision outcomes, but agents can work around them.