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locallama-mcp
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locallama-mcp

Active·★ 41·Updated 2026-05-26
★ Trending★ API Integration★ Dev Tooling

An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.

LocalLama MCP Server is a local-first, provider-neutral Model Context Protocol server that reduces token usage and costs without sacrificing quality. It dynamically routes coding tasks to local, free/low-cost remote, or paid frontier models based on cost, latency, context capacity, and benchmark history. It supports modern MCP-capable tools like Codex, Claude Code, Cursor, and GitHub Copilot Agent mode.

#clinebot#mcp-server#mcp-servers#roocode#vscode
$ Install
$ git clone https://github.com/yourusername/locallama-mcp.git && cd locallama-mcp && npm install && npm run build
↗ Visit site★ GitHub
01

Features

01Local-first and provider-neutral design
02Dynamic task routing with cost, latency, and quality optimization
03Pattern-based caching achieving ~30% token reduction
04Intelligent code task decomposition with dependency mapping
05Retriv-based semantic code search for code reuse
02

Compatibility

Linux
Native
Verified via docs
macOS
Native
Verified via docs
Windows
Build Warning
Verified via docs
MCP Clients
Supported
Verified via docs
03

Quick start

1
$ git clone https://github.com/yourusername/locallama-mcp.git
2
$ cd locallama-mcp
3
$ npm install
4
$ npm run build
04

Use cases

↳Integrate with MCP-capable coding agents like Claude Code or Cursor to optimize token usage and costs
↳Use Retriv semantic code search to reuse existing code from repositories
↳Run benchmarks to compare local LLMs vs paid APIs for informed model selection
05

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Related searches

locallama-mcp AlternativesBest Dev Tooling Tools 2026Open Source Dev Toolinglocallama-mcp Tutoriallocallama-mcp Vs Competitorsclinebotmcp-servermcp-servers

Comments

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  • H
    Harley GarciaMay 25, 2026

    Cost optimization by routing tasks to local LLMs via Roo Code and Cline is practical

  • Parker Rivera
    Parker RiveraApr 15, 2026

    The automatic routing logic identifies tasks suitable for local inference without manual configuration

  • S
    Sam PatelMar 22, 2026

    Used to reduce API costs by 40% by routing simple tasks to local Ollama models

  • P
    Peyton GarciaMar 5, 2026

    Good for developers with capable local hardware who want to optimize AI spending

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 41
Last commit5d ago
StatusActive
License—
CategoryDev Tooling
Trend (30d)
+1.6↑ 0.7%
Links
Documentation↗Discussion↗Issues↗Releases↗

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