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Code Context Engine

elara-labs/code-context-engine

Indexes your codebase locally and exposes search operations to AI coding agents through MCP, cutting input tokens by 94% in benchmarked sessions. Instead of re-reading entire files on every Claude Code or Cursor session, your agent queries a local vector index built with tree-sitter parsing and embeddings (bundled local model or Ollama). Run `cce init` in a project directory and it writes the right config for Claude Code, VS Code, Cursor, Gemini CLI, or Codex CLI, then installs git hooks to keep the index fresh. The context_search tool returns relevant code chunks, and session stats track actual dollar savings based on Sonnet pricing. Everything stays on your machine, no cloud sync involved.

GitHub stars
160
tool
1
transport
STDIO
last updated
May 3, 2026
View on GitHub

Tools

1 tools

Public tool metadata for what this MCP can expose to an agent.

context_searchHybrid vector + BM25 search with graph expansion

Hybrid vector + BM25 search with graph expansion

No parameter schema in public metadata yet.

Sponsors

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Readme

Code Context Engine

Code Context Engine

Index your codebase. AI searches instead of re-reading files.
94% token savings, reproducibly benchmarked.

Website · Docs · Why CCE? · Benchmark · GitHub


View the full README on GitHub

Details

Repository
github.com/elara-labs/code-context-engine
Category
Search & Web Crawling
Package
code-context-engine
Transport
STDIO
Registry
MCP registry, active

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