KashiwaByte/vikingdb-mcp-server

Overview

An MCP (Model Context Protocol) server for VikingDB, enabling store and search operations. It is written in Python and acts as a bridge between VikingDB and MCP-compatible clients.

Best for

Best for
Developers using VikingDB who need an MCP interface for store and search operations

Use cases

• Integrate VikingDB vector search into MCP workflows
• Store and retrieve embeddings through a standardized protocol
• Build AI agents that query VikingDB via MCP

Notes

An MCP (Model Context Protocol) server for VikingDB, enabling store and search operations. It is written in Python and acts as a bridge between VikingDB and MCP-compatible clients.

4 stars on GitHub. Last updated 2025-08-18.

Use cases

• Integrate VikingDB vector search into MCP workflows
• Store and retrieve embeddings through a standardized protocol
• Build AI agents that query VikingDB via MCP

Pros

• Open source with a permissive license
• Written in Python for broad compatibility
• Leverages MCP for interoperability

Cons

• Low star count (4) suggests limited adoption or early stage
• Documentation and community support may be minimal
• Depends on both VikingDB and MCP infrastructure

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.