@hyxnj666-creator
基本信息
Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into typed Markdown memories (decisions/architecture/conventions/TODOs) and expose them via MCP server, AGENTS.md, Cursor Rules, and Anthropic Skills. Local-first, git-trackable, no .remember() calls. CCEB b
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"ai-memory": {
"command": "npx",
"args": [
"ai-memory-cli",
"serve"
]
}
}
}Store a piece of project knowledge (decision, convention, architecture note, todo, or issue) for future reference. Use this when the conversation produces a meaningful technical decision, convention, or task worth preserving.
Retrieve project memories relevant to a topic using semantic + keyword hybrid search. Works with natural language queries — doesn't require exact keyword matches.
Search through all extracted project memories using hybrid semantic + keyword search. Supports type filtering, author filtering, and including resolved memories.
ai-memory reads AI editor chat history (Cursor, Claude Code, Windsurf, Copilot Chat, Codex CLI) and converts it into typed Markdown plus AGENTS.md rules. It is local-first, git-trackable, and requires no .remember() API calls — designed for developers who want persistent, reviewable memory from their coding conversations without instrumenting their code.
Install with npx ai-memory-cli (no global install required). Run npx ai-memory-cli extract to read editor chat history; npx ai-memory-cli rules --target agents-md to generate AGENTS.md; npx ai-memory-cli recall "query" to view git lineage of decisions; npx ai-memory-cli context --copy to resume a session with compressed context. The built-in free model works immediately; set your own API key (any OpenAI-compatible provider) for unlimited use. Use npx ai-memory-cli init --with-mcp to optionally register as an MCP server.
.remember() boilerplate — reads existing chat transcripts directly from disk.AGENTS.md output consumed by Cursor, Claude Code, Windsurf, Copilot, and Codex CLI..ai-memory/) — no database, fully diffable and revertible.context command compresses thousands of turns into a focused prompt (typically 90%+ reduction).AGENTS.md rules from team conventions discussed in editor chats.recall shows what was decided, when, and by whom.git pull on the .ai-memory/ directory.No. The built-in free model works immediately for extraction (limited to 2 conversations per run). Set your own key with `export AI_REVIEW_API_KEY=sk-...` or `OPENAI_API_KEY` for unlimited extractions, or use Ollama / LM Studio for fully offline operation.
Cursor, Claude Code, Windsurf, Copilot Chat, and Codex CLI are explicitly supported. The README states that `ai-memory` reads transcripts from these tools.
All extracted memories are stored as plain Markdown files in the `.ai-memory/` directory at the project root. This directory is meant to be committed to git — no external database or runtime memory store is used.
Other tools require a `remember()` API call from application code. ai-memory reads existing chat history directly from the editor's disk — no SDK import, no runtime memory store to keep alive. It outputs git-trackable Markdown and `AGENTS.md` that every editor can read.
No. Long context solves per-query visibility; ai-memory provides persistent, cross-session, cross-machine, and team-shareable memory. Re-shipping raw history every query is expensive ($0.20–$0.60 per turn for a two-week session), and long-context retrieval degrades on non-headline information past ~128K tokens. `AGENTS.md` is 1–5K tokens loaded once per session.
Turn Perfex CRM into an AI-ready workspace. This MCP server exposes your full REST API to Claude, ChatGPT and any AI agent, so leads, invoices and tasks are one prompt away.
Know when your AI agents, cron jobs and CI pipelines fail, stall or go quiet. Your agent sets up monitors from a plain description, tells you what is broken and why, reads run history and traces, and writes notes on inci
Mobbin MCP connects your AI agents to 600,000+ real product screens, so what they build starts with what already works.
Query your team's drift, vulnerability, and migration data from any AI assistant. Vibgrate MCP connects Cursor, Claude, ChatGPT, Windsurf, or VS Code to Vibgrate Cloud: 51 tools for DriftScores, CVEs and EOL runtimes, up
Gives AI agents public URLs (tunnels) for localhost, live HTTP traffic inspection, snapshot publishing, and access control. Part of LocalCan, the ngrok alternative for Mac, Windows and Linux. Free plan.
评论