joa
Persistent activity journal for AI agents - enables logging and querying decisions, changes, errors, and observations across sessions.
README
joa
Persistent activity journal for AI agents. Log decisions, file changes, errors, and observations — then query them for context across sessions.
What is joa?
AI agents lose context between sessions. joa gives them a journal — a structured log of what happened and why, queryable by any agent on any platform. Start a session with catchup to see what happened last time. Log meaningful events as you work. Future sessions inherit the full picture.
Works as a CLI tool and as an MCP server for agent platforms like Claude Code, Cursor, Gemini CLI, Codex, Amp, and more.
Install
npm install -g @neethan/joa
Requires Node.js >= 18.
Quick Start
# Log an entry
joa log "Chose PostgreSQL over MongoDB for user data" -c decision -t project:api
# See recent activity
joa catchup
# Search the journal
joa search "PostgreSQL"
# Check journal health
joa status
MCP Server Setup
joa runs as an MCP server so agents can log and query entries directly.
Claude Code (~/.claude.json or .mcp.json):
{
"mcpServers": {
"joa": {
"command": "joa",
"args": ["mcp", "--agent", "claude-code"]
}
}
}
Cursor (~/.cursor/mcp.json or .cursor/mcp.json):
{
"mcpServers": {
"joa": {
"command": "joa",
"args": ["mcp", "--agent", "cursor"]
}
}
}
Or run joa setup for interactive configuration.
<details> <summary>All supported platforms</summary>
Gemini CLI (~/.gemini/settings.json):
{
"mcpServers": {
"joa": {
"command": "joa",
"args": ["mcp", "--agent", "gemini-cli"]
}
}
}
Codex (~/.codex/config.toml):
[mcp_servers.joa]
command = "joa"
args = ["mcp", "--agent", "codex"]
Amp (~/.config/amp/settings.json):
{
"amp.mcpServers": {
"joa": {
"command": "joa",
"args": ["mcp", "--agent", "amp"]
}
}
}
OpenCode (~/.config/opencode/opencode.json):
{
"mcp": {
"joa": {
"type": "local",
"command": ["joa", "mcp", "--agent", "opencode"]
}
}
}
GitHub Copilot (VS Code mcp.json or .vscode/mcp.json):
{
"servers": {
"joa": {
"type": "stdio",
"command": "joa",
"args": ["mcp", "--agent", "github-copilot"]
}
}
}
Pi (~/.pi/mcp.json):
{
"mcpServers": {
"joa": {
"command": "joa",
"args": ["mcp", "--agent", "pi"]
}
}
}
</details>
CLI Commands
Logging:
joa log <summary> Log an entry
-c, --category <cat> Category (decision, change, observation, error, ...)
-t, --tag <tag> Tag (repeatable, e.g. project:api)
--thread <id|new> Thread ID or "new" to start one
--detail <json> Structured detail as JSON
Querying:
joa query Query with filters
joa catchup Recent entries (last 7 days)
joa threads Active threads summary
joa timeline Chronological entries
joa decisions Decision entries
joa search <term> Full-text search
Maintenance:
joa status Journal health and stats
joa rebuild Rebuild SQLite index from JSONL
joa export Export entries as JSONL to stdout
joa import <file> Import entries from JSONL (or - for stdin)
joa setup Configure MCP for agent platforms
joa config get|set View or update configuration
Run joa <command> --help for detailed usage.
How It Works
joa writes entries to JSONL files (one per day, append-only) as the source of truth, then indexes them in SQLite with FTS5 for fast full-text search and filtered queries.
~/.joa/
journals/
2026-02-27.jsonl # Append-only daily logs
2026-02-26.jsonl
journal.db # SQLite FTS5 index (derived, rebuildable)
config.yaml # Optional configuration
If the SQLite index is ever lost or corrupted, joa rebuild reconstructs it from the JSONL files.
Runs on both Node.js (published CLI) and Bun (development).
Contributing
See CONTRIBUTING.md.
License
推荐服务器
Baidu Map
百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
Playwright MCP Server
一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。
Magic Component Platform (MCP)
一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。
Audiense Insights MCP Server
通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。
VeyraX
一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。
graphlit-mcp-server
模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。
Kagi MCP Server
一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。
e2b-mcp-server
使用 MCP 通过 e2b 运行代码。
Neon MCP Server
用于与 Neon 管理 API 和数据库交互的 MCP 服务器
Exa MCP Server
模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。