Tencent Releases TeamAI: Open-Source CLI Tool Unifying AI Coding Agents With Shared Team Knowledge and Git-Based Workflows

Tencent launches TeamAI, an open-source CLI tool that unifies AI coding agents like Claude Code, Cursor, and Codex under a shared, git-based team knowledge system featuring automatic experience sharing, a searchable knowledge base, and a live usage dashboard.

• TeamAI is an open-source CLI tool by Tencent that manages team skills, rules, MCP configurations, and knowledge across major AI coding agents including Claude Code, Codex, Cursor, CodeBuddy, and others.
• Teams share resources through a git-based push-review-pull workflow, with features like automatic experience sharing that detects high-friction AI sessions and prompts contributors to document and share learnings with the team.
• The tool includes a searchable knowledge base with BM25 and graph-boosted recall, a codebase knowledge graph built via AST and heuristic parsing, and team improvement tools like usage digests, session summaries, and a live dashboard.