Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
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Knowledge Management · Search Tools
Embedding Search
spences10/mcp-embedding-search
A Model Context Protocol (MCP) server that queries a Turso database containing embeddings and transcript segments. This tool allows users to search for relevant transcript segments by asking questions, without generating new embeddings.
Install
Client configuration
{
"mcpServers": {
"mcp-embedding-search": {
"command": "node",
"args": [
"/path/to/mcp-embedding-search/dist/index.js"
],
"env": {
"TURSO_URL": "<TURSO_URL>",
"TURSO_AUTH_TOKEN": "<TURSO_AUTH_TOKEN>"
}
}
}
}Environment variables
TURSO_URLTURSO_AUTH_TOKEN- GitHub stars
- 1
- Author
- @spences10
- Category
- Knowledge Management, Search Tools
- License
- MIT
- Updated
- Oct 6, 2026
Features
Vector similarity search for transcript segments
Relevance scoring based on cosine similarity
Complete transcript metadata (episode title, timestamps)
Configurable search parameters (limit, minimum score)
Efficient database connection pooling
Comprehensive error handling
Performance optimized for quick responses
Details on this page are taken from the project's README. Open README
Supported clients
Clients mentioned in this server's README:
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