dbdense
by valkdb
Offline database schema context for LLM agents. Drastically reduce token usage and round-trips by serving compiled schema maps.
What it does
dbdense solves the 'massive schema' problem by extracting database metadata into a compact, offline format. It allows AI agents to maintain broad awareness of a 500+ table database via a lightweight 'lighthouse' map, requesting detailed SQL DDL only for the specific tables needed for a query.
Tools
slice: Returns detailed SQL DDL for specific requested tables or views.reset: Clears the session deduplication cache.dbdense://lighthouse: (Resource) Provides a high-density map of all entities and their foreign key relationships.
Installation
{
"mcpServers": {
"dbdense": {
"command": "dbdense",
"args": ["serve", "--in", "ctxexport.json"]
}
}
}
Supported hosts
- Claude Desktop
- Claude Code
Quick install
go install github.com/valkdb/dbdense/cmd/dbdense@latestInformation
- Pricing
- free
- Published
- 6/20/2026
- stars
- 0
Categories
Choose your AI client and follow the steps below.
Claude Desktop
{
"mcpServers": {
"dbdense": {
"command": "dbdense",
"args": ["serve", "--in", "ctxexport.json"]
}
}
}Related Apps
DiffSitter MCP
MCP ServerAI-powered structural code navigation using tree-sitter ASTs for semantic understanding across 14+ languages.
OpenAI Apps SDK Examples
MCP AppOfficial example gallery of interactive MCP widgets for ChatGPT — 3D viewers, maps, carousels, shopping carts, and more.
Human MCP
MCP ServerGive AI agents human-like senses: visual analysis, image/video generation, speech synthesis, browser automation, and advanced reasoning — 29 MCP tools in one se
Shopify MCP Server
MCP ServerDirect interaction with Shopify store data via GraphQL API for managing products, customers, and orders.
Git MCP Server
MCP ServerFull-featured Git MCP server exposing 28 tools for AI agents to clone, commit, branch, diff, merge, rebase, and more via STDIO or Streamable HTTP.
CodexPotter
MCP ServerAutonomous reconciliation loop that drives Codex to align your codebase with instructed states.
Smart Coding MCP
MCP ServerSemantic code search for AI assistants using local embeddings — find code by meaning, not just keywords.
Snowflake MCP Server
MCP ServerDirect Snowflake database interaction via MCP, enabling AI to run SQL queries, explore schemas, and manage data insights.