In-process content + symbol cache for LLM context windows. Keyed (source, version, item). Tree-sitter symbol extraction + grep + cached-read bridge as subpath imports.

Lossless, provable, composable LLM context compression

Carry a project's LLM context between machines — Claude Code, Codex, Cursor, Copilot, Gemini, Windsurf, Cline, Aider. Local-first, commit it to your repo.

Streaming-first rich Markdown, code and math rendering for the pi TUI (display-only; never touches LLM context).

MCP server that converts any web page URL to clean Markdown for LLM context. Processing is local and SSRF-guarded; no external APIs, no telemetry.

MCP Server for Skim - Intelligent code compression for LLM context optimization

Generate token-budgeted repo maps for LLM context using tree-sitter and PageRank

A DSL for explicit, scoped, auditable LLM context

Kern Project Context Graph — compact, deterministic whole-project map for LLM context

A Model Context Protocol server that can store and retrieve memories for LLM context control

Token-Oriented Object Notation — high-density serialization for LLM context windows

Deterministic dependency graph generator for STAN (LLM context selection).

Sovereign, portable LLM context layer

Pizza - Pizza is an event-driven agent. Every conversation, tool call, and file edit is an event in an immutable log. Your UI, the LLM context, and the session tree are all projections of that log.

LLM context files manager

Brave Search API (LLM Context + Web) as pi tool extension. Wraps @steimerbyte/bsearch-cli with smart settings.json API key handling.

AI-Powered End-to-End Task Implementation & blazingly fast Codebase-to-LLM Context Bridge

A lightweight MCP client library for TypeScript with durable sessions across Redis, Supabase, Neon, and SQLite, cross-runtime agent support, and dynamic tool discovery to reduce LLM context usage.

A codec for LLM context: cut the tokens AI coding tools burn on logs, JSON and source by 30-95%. npx launcher for the Python CLI.

Adds each user message's timestamp and local datetime to Pi's LLM context.