project-context

Git-native context engineering CLI and MCP server for AI coding agents. Keep specs, ADRs, rules, plans, and project knowledge 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.

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

AI Context Kit provides a structured, instruction-based framework for context-aware AI collaboration across LLM providers. It includes authoritative specs, canonical templates, and skills workflows for creating and validating user context and project AGENTS.md files.

Resume long-running work without rebuilding context.

Keep long-running repository work coherent and easy to resume.

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

Claude and Codex skill that scans a project and creates structured context before coding, reviewing, testing, or design work.

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

Collaborative Context for Humans and AI

Persistent project context for coding agents

Offline-first coding agent for local LLMs (LM Studio + MCP). Project-aware context, memory, and filesystem tooling for real coding workflows directly in your codebase.

Documentation for Archcore, a git-native context layer for AI coding agents.

Free, self-hosted MCP server providing shared project context across AI IDEs. One-command setup, zero configuration needed.

Per-project context file. One per project. Tells AI what each project is, where it's going, and what's happening right now.

Vendor-neutral shared project context kit for Codex, Claude Code, ChatGPT, Copilot, Gemini, Obsidian, and Excalidraw

Prepare your codebase for AI assistants in one click. Smart project context packaging with filtering, compression, skeleton generation, Mermaid graphs, and Git integration.

Rikka Prompt Builder simplifies LLM-project communication by generating structured prompts with project directories/files, easing context input and aiding LLM understanding.

Stranmor-maintained ForgeCode fork with project-context model, TUI, semantic retrieval, and local regression fixes

ctxfeed is a local MCP project-context backend that shards a whole repo into GLM-5.2's 1M-token window with cache-aware ingest ordering