AI coding tools

droPrompt for Coding.

One prompt layer for Claude Code, Cursor, Codex, Gemini CLI, Antigravity, MCP clients, and any coding agent that can call an API. Turn rough requests into precise, project-aware task briefs with compact context and verification steps.

See integrations → Developer API
Project-aware briefstoken-saving contextMCP + API ready
coding-agent · droPrompt brief
you: fix checkout bug droPrompt → coding brief
Enhanced coding task
Investigate checkout failure without changing pricing. Inspect payment routes, order persistence, auth/session handoff, and recent diffs. Preserve existing behavior, add a focused regression test, run the project test command, and summarize only changed files.
The agent starts with intent, context, constraints, and verification instead of guessing.
Integrations

One page for every coding tool surface we can support.

Each client gets the best available connection method: native hook where possible, MCP where supported, API where the tool can call HTTP, and copy-ready briefs when the tool has no integration surface yet.

Direct hook

Claude Code

Companion CLI installs a UserPromptSubmit hook, collects safe repo context, and injects a droPrompt coding brief before Claude starts.

MCP + rules

Cursor

Use droPrompt MCP/API for prompt enhancement and generate Cursor-ready rules or project instructions for IDE-assisted work.

CLI wrapper

Codex CLI

Generate a professional task brief before launching Codex so the terminal agent gets scope, constraints, and test commands up front.

API workflow

Gemini CLI

Call the coding brief endpoint or paste the enhanced task into Gemini CLI for cleaner coding sessions with less back-and-forth.

Manual / API

Antigravity

Use copy-ready briefs today; native setup depends on the available extension, MCP, or external-tool surface in the user’s Antigravity build.

Universal

MCP + Developer API

For any tool that supports MCP or HTTP: send a request, get a compact task brief, then hand it to the coding agent.

Setup

Choose the integration path that matches your coding tool.

The first direct installer is Claude Code. Other tools use MCP, API, or copy workflows until their native automation surface is confirmed.

Claude Code direct install

Install once, paste your droPrompt API key from Dashboard → Account → API Keys, then let the hook enhance each coding request.

Terminal
mkdir -p ~/.local/bin
curl -fsSL https://droprompt.com/install/droprompt-claude.mjs \
  -o ~/.local/bin/droprompt-claude
chmod +x ~/.local/bin/droprompt-claude

droprompt-claude login
droprompt-claude setup
droprompt-claude status
Flow

It gives the coding agent the context you forgot to write.

Whether the request comes from a hook, MCP tool, API call, or manual paste, droPrompt converts it into a compact engineering brief before the agent burns tokens on discovery.

1

Raw request

The developer types naturally, even if the task is vague or missing project details.

2

Context pack

The integration adds safe signals: project type, scripts, branch, README, rules, and file hints.

3

droPrompt brief

The API turns intent plus context into a clean implementation task with boundaries.

4

Agent executes

Claude Code, Cursor, Codex, Gemini, or another agent starts with enough context to avoid blind exploration.

5

Verify

The brief includes tests, checks, and risk notes so the output is easier to trust.

Developer API

The API is the universal layer.

Use API keys from the dashboard and send `X-API-Key` from CLIs, extensions, MCP servers, internal tools, or custom IDE automations.

POST /api/coding/brief
Dedicated coding brief endpoint for any AI coding agent.
POST /api/coding/enhance
Alias for integrations that call the feature an enhancer.
POST /api/claude-code/enhance
Backward-compatible endpoint used by the Claude Code companion CLI.
POST /api/generate
General prompt generation across chat, image, video, code, agents, and more.
POST /api/refine / POST /api/enhance
Improve existing prompts for stronger, clearer outputs.
GET /api/keys / POST /api/keys
Create and manage API keys from authenticated dashboard sessions.

Example request

Send the rough task, target tool, and bounded project context. droPrompt returns `enhancedPrompt` and `injectedContext`.

curl · X-API-Key
curl -X POST https://droprompt.com/api/coding/brief \
  -H "Content-Type: application/json" \
  -H "X-API-Key: dp_..." \
  -d '{
    "client": "cursor",
    "prompt": "fix checkout bug",
    "context": {
      "branch": "feature/payments",
      "scripts": ["npm test"],
      "hints": ["src/payment", "tests/payment"]
    }
  }'
Availability

Clear status, no fake integrations.

Claude Code direct hook is the first concrete installer. Cursor, Codex, Gemini CLI, Antigravity, and other tools are supported through the available surfaces listed here: MCP, API, generated rules, or copy-ready briefs. Native installers are added only when the tool exposes a reliable integration path.

Available now

API keys, coding brief API, Claude Code endpoint compatibility, manual/copy workflow, and MCP/API positioning.

Next native targets

Cursor rules/MCP documentation, Codex wrapper, Gemini CLI wrapper, and Antigravity workflow once native hooks are confirmed.

Privacy stance

Bounded context by default: no `.env`, private keys, tokens, or full-source uploads unless a future team policy explicitly allows it.

For builders

Make every coding agent start smarter.

Use droPrompt as the task-brief and context layer across Claude Code, Cursor, Codex, Gemini CLI, Antigravity, MCP tools, and your own developer automations.

Get API key → See MCP Server