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MCP servers tagged small-language-models
5 live MCP servers tagged "small-language-models", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with small-language-models.
Tier
A 1.5B model shown all 80 tools picks the right one half the time — not because it can't call tools, but because it can't find them. Tier adapts the tool presentation to model siz…
Mingbird Agent
Local-first agent harness (Windows + Ollama) for 2–9B models. Same 2B model: 0.017 → 0.821 across four agent harnesses — 48×. 288-cell benchmark, every cell public. One-click zero…
Milana
A prototype of a dynamic hierarchical agent system focused on weak models and requiring minimal user intervention. The goal is to create something at the user's request, with the…
Edge MCP Caller
270M specialist baking MCP tool knowledge into weights: 99.5% accuracy, 32x fewer prompt tokens
CortexWeave
Local-first cognitive infrastructure for small language models.