Unstract
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
by Zipstack · Zipstack/unstract
Install
See GitHub repository for installation instructions.
How to use Unstract with Claude
Unstract is a Model Context Protocol (MCP) server that gives Claude and other AI agents direct access to file system capabilities. Once installed, you can use it in Claude Desktop, Cursor, or any MCP-compatible client.
About Unstract
Unstract is an open-source MCP server in the File System category, built in Python. It connects Claude and other MCP-compatible clients to file system systems directly. Source available on GitHub.
Use cases for File System MCP servers
- →Read, write, and search files without leaving your AI client
- →Automate file organization and batch renaming workflows
- →Extract and summarize content from large document collections
- →Watch directories and trigger workflows on file changes
Where Unstract fits in an MCP workflow
Teams use Unstract to give Claude a direct bridge into file system workflows, so routine actions happen inside the AI client instead of across separate tabs and dashboards.
Unstract can be connected to MCP clients by following the repository setup instructions, making it useful for teams that want AI access to file system systems.
More File System MCP servers
Trendradar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
★ 59,373
Slackdump
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
★ 2,636
Linkedin Mcp Server
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
★ 2,324
Antigravity Workspace Template
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file paths and line numbers. Works in any AI IDE.
★ 1,275
Wax
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
★ 757
Storybloq
Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory.
★ 613
Built with MCP?
Altor deploys MCP servers into production for B2B engineering teams.
We connect AI agents to your live systems — ClickHouse, Linear, Stripe, GitHub — using MCP and deploy them to production in 3 weeks. Not demo.
Talk to Altor →