askimo vs context-sherpa
askimo: Askimo is a native desktop app that puts OpenAI, Claude, Gemini, Grok and local Ollama models in one chat client. It adds local RAG over your files, MCP tools, a script runner and the ability to delegate goals to agent CLIs such as Claude Code and Codex.; context-sherpa: Context Sherpa is a platform for Context Engineering that enhances AI coding agents by providing precise symbolic signals from codebases. It uses SCIP-based indexing and structural analysis to reduce token consumption by up to 90% while improving accuracy. The tool offers both a GUI Code Atlas Explorer and a headless MCP server for integration with tools like Cursor and Cline.
TL;DR
- You want one native desktop client for cloud models and local Ollama or LM Studio models.
- You want to chat with local folders and files through RAG without uploading them.
- You want to send work to Claude Code, Codex or Antigravity from the same app.
- You need permissive licensing for embedding in a hosted product: the licence is AGPLv3.
- You only want a lightweight chat window; this app bundles RAG, Plans, scripts, MCP and voice.
- You want a headless server or a library rather than a desktop app.
Enhancing AI coding agents with precise codebase signals
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