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project-memory

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Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Claude Desktop, Cursor, Antigravity, and Codex. 100% local · no cloud · no telemetry · MIT.

  • Updated Jun 19, 2026
  • Python

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.

  • Updated Jul 3, 2025
  • TypeScript

ContextAtlas — context infrastructure for AI coding agents: hybrid retrieval, project memory and retrieval observability via CLI, MCP server or embeddable library. Tree-sitter indexing, LanceDB vector search, FTS5 and token-aware context packing.

  • Updated Jun 2, 2026
  • TypeScript

Research Pilot helps AI agents understand, maintain, and advance research projects through papers, claims, evidence, experiments, and human-gated updates.

  • Updated Jun 9, 2026
  • Python

VELUNE CLI is an open-source AI engineering CLI that unifies local LLMs (Ollama), cloud AI providers, MCP servers, tools, memory, and project context into a single developer workflow. Build, code, automate, and orchestrate AI with one extensible, provider-agnostic command-line interface.

  • Updated Jun 26, 2026
  • Python

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