GroundGround
The fastest codebase search

Ground — Answers in milliseconds, citations when you need them

The fastest way to search your codebase, docs, and packages.

10ms cached responses. Hybrid search + RMH (recursive multi-hop) for deep context. MCP-enabled for Cursor, Claude, and any coding agent.

Sources
Model

Answers default to official docs at docs.trygroundai.com when Sources is "Official docs"; switch to "All indexed" for the full catalog.

Build tutorialDocumentation
10ms
Search Latency
Cached responses
175+
Packages Ready
npm & PyPI indexed
Yes
MCP Enabled
Cursor, Claude, etc.
<500ms
Cold Search
Hybrid + RMH

Capabilities

Fast answers. Deep context. Citations when you need them.

Everything below is live in Ground today: 10ms cached search, RMH for complex queries, 175+ pre-loaded packages, MCP integration, and cited answers that dont slow you down.

10ms cached search

Hybrid retrieval with aggressive Redis caching. Repeat queries return in 10ms. Cold searches under 500ms with parallel execution.

RMH — deep context, fast

Recursive Multi-Hop search expands to related code across files. Complex queries with complete context. Still fast.

175+ packages ready

Pre-indexed popular npm/PyPI packages. On-demand search for any public package — instant answers, no setup.

MCP for any agent

One command: npx @raptrx/ground-mcp. Works with Cursor, Claude Desktop, and any MCP-capable IDE.

Citations that dont slow you

Every answer includes verifiable sources — path, line numbers, version refs. Available when you need them. Speed first.

Built for speed & scale

Full HTTP API • Connection pooling • Edge-ready • Official TS + Python SDKs

Speed-first architecture

Built for speed. Ready for agents.

Full HTTP API and MCP—plug into Cursor, Claude, or your own stack. 10ms cached responses. Official TypeScript and Python SDKs.

tool.ts
1
2
3
4
5
6
7
8
9
10
11
12
13
14
import { tool } from "ai";
import { z } from "zod";
export const browseContext = tool({
description: "Search Ground for cited code context",
inputSchema: z.object({ query: z.string() }),
execute: async ({ query }) => {
const res = await fetch(
"https://api.trygroundai.com/search?query=" + encodeURIComponent(query),
{ headers: { Authorization: "Bearer YOUR_API_KEY" } }
);
return res.json();
},
});

API

Indexing, searching, and cited technical answers

mcp.json
1
2
3
4
5
6
7
8
9
{
"mcpServers": {
"ground": {
"command": "npx",
"args": ["@raptrx/ground-mcp", "--api-url", "https://api.trygroundai.com"],
"env": { "GROUND_API_KEY": "YOUR_API_KEY" }
}
}
}

Ground MCP

Connect Ground to any MCP-capable agent or IDE

Getting started

Install an SDK or add our MCP. Start searching in under a minute.

Terminal
npx @raptrx/ground-mcp --api-url https://api.trygroundai.com
1

Add MCP

One command to Cursor/Claude

2

Search instantly

10ms cached responses

3

Go deeper

RMH for complex queries