{"repo":"zilliztech/mfs","free":true,"listed":false,"github":"https://github.com/zilliztech/mfs","clone":"git clone https://github.com/zilliztech/mfs.git","description":"A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.","language":"Python","stars":120,"topics":["agent","agent-memory","claude-code","codex","embeddings","file-search","markdown","memory","milvus","progressive-disclosure"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"MFS — Multi-source File-like Search A context harness for AI agents — and for building them: one unified workspace over your code, memory, skills, docs, messages, and every data source. --- Modern AI agents run on a huge amount of context — and it's sprawling, scattered, and siloed across dozens of sources and formats. That makes it hard to manage and harder to locate: for any given task, which slice of all that context is the part that actually matters? It piles up in: - Code & repos — every repo the agent reads or writes - Memory & skills — past-session transcripts, memory .md files, reusable SKILL.md skills - Docs & knowledge — PDFs, design specs, Notion, crawled web pages - Chat & mail — Slack, Discord, Gmail, Feishu - Issues & CRM — Jira, Linear, HubSpot, Zendesk - Databases & object stores — Postgres, Mongo, BigQuery, Snowflake, S3, Drive MFS gathers it under one shell: every source becomes a file-like tree under a stable URI , driven by two skills your agent loads: - 🗂️ mfs-ingest — the skill that bundles the commands for bringing sources in: mfs add registers and indexes any connector (re-run to re-sync), and mfs connector lists, inspects, and removes them. - 🔎 mfs-find — the skill that bundles the commands for finding across what's ingested, in two families: - Search — search and grep find things fast across huge volumes. - Browse — ls , cat , tree , head , tail give progressive, precise navigation down to the exact bytes. 🚀 Quick start Start the server Server — s","default_branch":null,"files":null,"tree":[],"storefront":"/r/zilliztech","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/zilliztech/mfs/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}