Enables interaction with VikingDB, a high-performance vector database developed by ByteDance, with tools for collection and index management, data upsert, and semantic search operations.
VikingDB MCP server
an mcp server for vikingdb store and search
What is VikingDB
VikingDB is a high-performance vector database developed by ByteDance.
You can easily use it following the doc bellow: https://www.volcengine.com/docs/84313/1254444
Tools
The server implements the following tools:
- vikingdb-colleciton-intro: introduce the collection of vikingdb
- vikingdb-index-intro: introduce the index of vikingdb
- vikingdb-upsert-information: upsert information to vikingdb for later use
- vikingdb-search-information: searche for information in the VikingDB
Configuration
- vikingdb_host: The host to use for the VikingDB server.
- vikingdb_region: The region to use for the VikingDB server.
- vikingdb_ak: The Access Key to use for the VikingDB server.
- vikingdb_sk: The Secret Key to use for the VikingDB server.
- collection_name: The name of the collection to use.
- index_name: The name of the index to use.
Quickstart
Install
Installing via Smithery
To install VikingDB MCP server for Claude Desktop automatically via Smithery:
Claude Desktop
On MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%/Claude/claude_desktop_config.json
Development/Unpublished Servers Configuration
Published Servers Configuration
Development
Building and Publishing
To prepare the package for distribution:
- Sync dependencies and update lockfile:
- Build package distributions:
This will create source and wheel distributions in the dist/
directory.
- Publish to PyPI:
Note: You'll need to set PyPI credentials via environment variables or command flags:
- Token:
--token
orUV_PUBLISH_TOKEN
- Or username/password:
--username
/UV_PUBLISH_USERNAME
and--password
/UV_PUBLISH_PASSWORD
Debugging
Since MCP servers run over stdio, debugging can be challenging. For the best debugging experience, we strongly recommend using the MCP Inspector.
You can launch the MCP Inspector via npm
with this command:
Upon launching, the Inspector will display a URL that you can access in your browser to begin debugging.
This server cannot be installed
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
An mcp server for vikingdb store and search.
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