SiftDB gives your AI coding assistant accurate, grounded understanding of your codebase. Get precise file:line citations, not guesses.
> "How do we handle authentication in our API?"
✓ Found in src/middleware/auth.ts:23-45
Uses JWT tokens with refresh mechanism
✓ Example usage in src/routes/users.ts:12
Applied via @authenticate decorator
✓ Tests in tests/auth.test.ts:34-67
Covers token validation and expiryCopy-paste setup for Claude Desktop or use our REST API from anywhere
Add to your config file
{
"mcpServers": {
"siftdb": {
"url": "https://mcp.siftdb.dev/sse",
"transport": "sse"
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json
2. Restart Claude Desktop
3. Ask: "Search the codebase for async functions"
Use from any language
import httpx
response = httpx.post(
"https://mcp.siftdb.dev/search",
json={
"query": "async def",
"limit": 20
}
)
for hit in response.json()["hits"]:
print(f"{hit['path']}:{hit['line']}")const results = await fetch(
'https://mcp.siftdb.dev/search',
{
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({
query: 'async function',
limit: 20
})
}
).then(r => r.json());curl -X POST https://mcp.siftdb.dev/search \
-H 'Content-Type: application/json' \
-d '{
"query": "async",
"limit": 5
}'Search codebase for patterns with optional path filtering
View file content with line range support
Health check and server status
Help AI agents understand code structure
Generate docs from code automatically
Find secrets and vulnerabilities
Find deprecated patterns
Wrong imports that don't exist in your codebase
Outdated patterns that don't match your architecture
Made-up functions that sound right but don't exist
Grounded citations with exact file:line references
Semantic search that understands code, not just text
Blazing fast sub-second search on million-line codebases
Purpose-built database optimized for coding agents to code better and faster
Every AI response includes exact file:line references. No more guessing if the code actually exists.
Sub-second semantic search across millions of lines. Optimized for speed without sacrificing accuracy.
Understands code semantics, not just text. Finds similar implementations even with different naming.
Trace relationships across your entire codebase. Refactor with confidence knowing the impact.
Ask questions in plain English. "How do we handle errors?" gets you real code examples.
Index multiple repositories and microservices. Search across your entire engineering ecosystem.
Connect your repos and let SiftDB build a semantic understanding of your code in minutes.
Integrate with Cursor, VS Code, or any AI assistant via our MCP server or API.
Get accurate, grounded AI suggestions and watch your productivity soar. No more hallucinations.
Join developers who are shipping 2x faster with AI that actually understands their codebase.
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