project-context

Spec-driven development and context engineering for Claude Code, Cursor, Codex, and GitHub Copilot — backed by project context in Git.

Give Copilot a memory! MemoriPilot provides seamless, persistent context management that makes Copilot aware of your project decisions, progress, and architectural patterns - dramatically improving the relevance and quality of AI assistance.

Local-first AI memory system for coding agents: desktop app, CLI, and MCP server for durable project context, handoffs, recall, and task continuity.

Pi extension that injects project context into first-turn prompts and compaction continuity messages.

Collaborative Context for Humans and AI

Turn a local codebase into clean, token-counted context for an LLM. One Rust binary with gitignore-aware selection, clipboard/pipe workflows, and a built-in UI.

A resident agent that takes over a project as it is, even half-done: reads the docs, git history, code and agent sessions and draws a browsable map of what was planned, decided and done. Anchored to the owner's words, quoted verbatim; flags where the work drifts from them. Hands the next agent the right context. Local-first; bring your own key.

Reliability and governance for AI-assisted software development. Keep false assumptions from silently becoming project truth.

Measure and optimize the token cost of your AI context to improve agent performance and reduce unnecessary input overhead.

File context management tool with web UI and MCP server for AI development workflows - bundle project files for LLM consumption

A macOS app for returning to interrupted projects, reviewing current context, and choosing the next action.

Archcore.ai — official website of Archcore

Distil — a project-context engine that distills agent-harness sessions into a versioned PROJECT.ctx and answers grounded questions for a few tokens.

Local-first, read-only project context for coding agents via MCP