Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
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{
"mcpServers": {
"paparats": {
"command": "npx",
"args": ["-y", "@paparats/cli"],
"env": {
"OPENAI_API_KEY": "your-value",
"VOYAGE_API_KEY": "your-value",
"QDRANT_API_KEY": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| VOYAGE_API_KEY | Credential the server authenticates with. | Yes |
| QDRANT_API_KEY | Credential the server authenticates with. | Yes |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
The Arcanna MCP server allows user to interact with Arcanna's AI use cases through the Model Context Protocol (MCP).
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Shared memory for coding agents and their teams: docs, epics, tasks and decisions over MCP.