Git-native context engineering CLI and MCP server for AI coding agents. Keep specs, ADRs, rules, plans, and project knowledge in Git.
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Updated
Aug 17, 2026 - Go
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.
Local-first AI memory system for coding agents: desktop app, CLI, and MCP server for durable project context, handoffs, recall, and task continuity.
Offline-first project context and durable team management for coding agents. A local SQLite CLI for tasks, sessions, checkpoints, worktrees, and read-only team context.
Keep long-running repository work coherent and easy to resume.
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
Turns each DSH workspace folder into a project: auto-injects a compact project-workspace convention into every new session, with a per-session Project toggle in the composer. dsh-plugin
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.
Documentation for Archcore, a git-native context layer for AI coding agents.
Per-project context file. One per project. Tells AI what each project is, where it's going, and what's happening right now.
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.
Free, self-hosted MCP server providing shared project context across AI IDEs. One-command setup, zero configuration needed.
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.
Stranmor-maintained ForgeCode fork with project-context model, TUI, semantic retrieval, and local regression fixes
To associate your repository with the project-context topic, visit your repo's landing page and select "manage topics."