CIPHER-Local
Give AI coding assistants real code intelligence via MCP
CIPHER-Local launched on April 13, 2026.
What it does
CIPHER-Local indexes your workspace using Tree-sitter and serves structured code intelligence to AI coding assistants via MCP. Your AI can search symbols, resolve definitions, find references, and query dependencies — all from a local SQLite index. No cloud, no API keys, 13 languages, MIT licensed. Works with GitHub Copilot, Cursor, Claude Code, and Claude Desktop.
Extension for Visual Studio Code - Local-first code intelligence for large repositories. Indexes your workspace and exposes an MCP server for AI agents (GitHub Copilot, Cursor, Claude Code).
Local-first code intelligence for large repositories. Indexes your workspace with Tree-sitter, stores everything in SQLite, and exposes an MCP server so GitHub Copilot, Cursor, Claude Code, and other AI agents can query your code — no cloud, no Docker, no API keys. Workspace files │ ▼ Tree-sitter WASM (TypeScript / JS / Python / Rust / Go / Java) │ ▼ Symbol extraction + chunking (ecip-core) │ ▼ Embeddings (ONNX all-MiniLM-L6-v2 · 384 dims, or BM25 fallback) │ ▼ SQLite (WAL mode, FTS5, optional sqlite-vec ANN) │ ▼ MCP HTTP+SSE server ←→ GitHub Copilot / Cursor / Claude Code The index is stored in VS Code's extension global storage — one .db file per workspace, never committed to your repo.…from marketplace.visualstudio.com
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Hi HN! We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated. We built this because coding agents can be a double-edged sword. They do boost productivity, but can easily introduce insecure or non-compliant code. One recent research team at NYU found that 40%…
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