Claude Context (Zilliz)
Semantic code search over your whole codebase for Claude Code and other coding agents.
Sources and review
Checked against public documentation on . Suitability guidance is our editorial judgment; this is not a performance benchmark or an endorsement.
Very large codebases where grep-and-read exploration burns too much context.
You can't use an embedding API and a Milvus or Zilliz Cloud instance; both are required.
About Claude Context (Zilliz)
Claude Context, from Zilliz, adds semantic code search to Claude Code and other AI coding agents. It indexes a codebase into a vector database and brings only the relevant code into context, which the authors present as cheaper than loading whole directories for large codebases. It needs an embedding provider, OpenAI by default with alternatives supported, and a Milvus or Zilliz Cloud vector database.
Claude Context (Zilliz) is an open-source project written primarily in TypeScript, with 13k stars on GitHub. It was last updated in July 2026.
Add Claude Context (Zilliz) to your MCP client
Generated from the launch command in the project's README. Your client starts the server on demand. Replace <your-key>, <your-endpoint> and <your-token> with your own values first.
Claude Code
claude mcp add claude-context -e 'OPENAI_API_KEY=<your-key>' -e 'MILVUS_ADDRESS=<your-endpoint>' -e 'MILVUS_TOKEN=<your-token>' -- npx @zilliz/claude-context-mcp@latestCursor
{
"mcpServers": {
"claude-context": {
"command": "npx",
"args": ["@zilliz/claude-context-mcp@latest"],
"env": {
"OPENAI_API_KEY": "<your-key>",
"MILVUS_ADDRESS": "<your-endpoint>",
"MILVUS_TOKEN": "<your-token>"
}
}
}
}VS Code
{
"servers": {
"claude-context": {
"type": "stdio",
"command": "npx",
"args": ["@zilliz/claude-context-mcp@latest"],
"env": {
"OPENAI_API_KEY": "<your-key>",
"MILVUS_ADDRESS": "<your-endpoint>",
"MILVUS_TOKEN": "<your-token>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"claude-context": {
"command": "npx",
"args": ["@zilliz/claude-context-mcp@latest"],
"env": {
"OPENAI_API_KEY": "<your-key>",
"MILVUS_ADDRESS": "<your-endpoint>",
"MILVUS_TOKEN": "<your-token>"
}
}
}
}Codex
[mcp_servers.claude-context]
command = "npx"
args = ["@zilliz/claude-context-mcp@latest"]
env = { OPENAI_API_KEY = "<your-key>", MILVUS_ADDRESS = "<your-endpoint>", MILVUS_TOKEN = "<your-token>" }Claude Context (Zilliz) vs. the alternatives
All 163 alternatives →| Record | Stars | Pricing | ||
|---|---|---|---|---|
| Claude Context (Zilliz)this listing | 13k | TypeScript | MIT | Open source |
| MCP Reference Servers | 91k | TypeScript | MIT AND Apache-2.0 | Open source |
| context7 | 62k | TypeScript | MIT | Open source |
| chrome-devtools-mcp | 53k | TypeScript | Apache-2.0 | Open source |
| Playwright MCP | 37k | TypeScript | Apache-2.0 | Open source |
| github-mcp-server | 33k | Go | MIT | Open source |
See all 163 Claude Context (Zilliz) alternatives, compared →
