Instructions file CodexOpenCode
AGENTS.md instructions for zilliztech/claude-context, a project described as: Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
Instructions file
Claude Code instructions for zilliztech/claude-context, covering claude.md, monorepo layout, commands, tests and running the mcp server locally.
Plugin Claude Code
Plugin marketplace listing 1 plugin: memsearch.
Instructions file
Instructions for zilliztech/memsearch, covering claude.md, build & test commands, install in development mode, run a single test file and run a specific test.
Skill Claude CodeCodex
Diagnose and configure MemSearch memory behavior. Use when the user asks about MemSearch configuration, plugin summarization, PROJECT.md/USER.md maintenance, memory directories, index health, provider routing, prompt files, or migration/compatibility questions.
Skill Claude CodeCodex
Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or 'turn this into a skill'. Manages MemSearch procedural-memory candidates under…
Plugin Claude Code
Automatic semantic memory for Claude Code — remembers what you worked on across sessions.
Hook
Runs when a session starts, executing session-start.sh via bash. From zilliztech/memsearch.
Hook
Runs when you submit a prompt, before the agent sees it, executing user-prompt-submit.sh via bash. From zilliztech/memsearch.
Hook
Runs when the agent finishes a response, executing stop.sh via bash. From zilliztech/memsearch.
Hook
Runs when a session ends, executing session-end.sh via bash. From zilliztech/memsearch.
Skill Claude CodeCodex
Search and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge -- especially questions like 'what did I decide about X', 'why did we do Y', or 'have I seen this…
Instructions file CodexOpenCode
Instructions for zilliztech/mfs, a project described as: A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.
Instructions file
Instructions for zilliztech/mfs, covering claude.md, what this is, commands, architecture that spans files and connector config: four sources, one source of truth.
Skill Claude CodeCodex
Answer a broad, open-ended, or multi-part question by iteratively searching MFS-indexed sources, following up on gaps, and synthesizing a cited report — the same "reason and search over private data" job zilliztech/deep-searcher does, but as a skill on top of mfs-find instead of a standalone framework. Use when the…
Skill Claude CodeCodex
Admin/control console for an Open Tag Slack tag-in workflow backed by MFS. Use to set up a new Open Tag bot from scratch, check what is currently running (backend, permitted MFS scopes, Slack channel), change settings, add or remove data sources, switch the CLI agent backend (claude -p / codex exec), invite or move…
Skill Claude CodeCodex
Search, grep, browse, and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue trackers (jira/linear/github), CRMs (hubspot), chat (slack/discord/gmail/feishu), object stores (s3/gdrive). Use whenever the user asks to…
Skill Claude CodeCodex
Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion / hubspot / zendesk, slack / discord / gmail / feishu, s3 / gdrive / web / file. Use whenever the user wants to ADD a new data source to MFS, change an existing…
Skill Claude CodeCodex
Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid search, full-text search, manage indexes, partitions, databases, or RBAC via Python code.
Skill Claude CodeCodex
Manage Zilliz Cloud vector databases via zilliz-cli. Use when the user wants to: (1) set up zilliz-cli (install, login, configure), (2) manage clusters (create, list, describe, suspend, resume, delete, modify), (3) manage collections, indexes, partitions, databases, or aliases, (4) perform vector operations (search…
Plugin Claude Code
Official Zilliz Cloud plugins.
Plugin Claude Code
Manage Zilliz Cloud clusters and Milvus vector databases from Claude Code using the zilliz-cli.
Command
Set up Zilliz Cloud CLI — install, authenticate, and configure your cluster context in one go.
Command
Show a comprehensive overview of the current Zilliz Cloud cluster — context, cluster details, databases, and collections with stats.