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preprompt

preprompt.orgInfrastructure

PulseGate's liveness check found it on 1 Oct 2026; it is registered on GitHub and has been in the index since 16 Jun 2026. How this is checked

PrePrompt is a browser extension designed to improve the quality of prompts submitted to large language models such as ChatGPT, Claude, Gemini, and Perplexity. It addresses the common issue of vague or underspecified prompts that often result in generic or unhelpful AI responses. By rewriting user input to add missing context, constraints, and structure, PrePrompt enables users to obtain more specific and useful answers from these AI platforms without needing to learn…

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
preprompt preview
Visit preprompt.org
12stars
3forks
5features
2026since

Overview

5 features

Purpose: Enabling developers to optimize and control prompt flows to LLMs locally with minimal latency and no cloud dependency.

Inferred · not functionally tested

Audience: AI developers and prompt engineers

Inferred · not functionally tested

Functions: code_generation

Inferred · not functionally tested

Interfaces: API: unknown · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: preprompt.org · github.com. These links do not verify the individual claims.

preprompt sits in PulseGate's Writing & editing category. Inferred · not functionally tested: Enabling developers to optimize and control prompt flows to LLMs locally with minimal latency and no cloud dependency. Inferred · not functionally tested: preprompt is an open-source project aimed at AI developers and prompt engineers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It runs on the command line, and it can be self-hosted.

preprompt first shipped in 2026. The project is developed in the open on GitHub with 12 stars and 125 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include prompt interception, prompt optimization, and local server. Basis unknown · not verified: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Prompt interception
  • Prompt optimization
  • Local server
  • Sub-ms latency
  • MCP protocol support

Topics: Inferred · not functionally tested

Tags
mcp-serverprompt-optimizationlocal-inferencellm-integration
AI capabilities
Text
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Framework
FastAPIReact
Auth
supabase_auth
Database
Supabase
AI providers
anthropic
Connectors
MCP
Runs on
CLISelf-hosted
Detected from
Supabase
a-z0-9 in the HTML
anthropic
bclaude in the HTML · bclaude- in the HTML
supabase_auth
supabase in the HTML

Trust & compliance

License
MIT

Indexing history

What PulseGate has recorded for this listing

Nothing recorded for this listing in this window.

Frequently asked questions about preprompt

What does preprompt do?
Inferred · not functionally tested: Enabling developers to optimize and control prompt flows to LLMs locally with minimal latency and no cloud dependency. It is catalogued under Writing & editing on PulseGate.
Who is preprompt for?
Inferred · not functionally tested: preprompt is an open-source project built for AI developers and prompt engineers.
Is preprompt free?
Basis unknown · not verified: Yes — preprompt is open source under the MIT license and free to use.
What platforms does preprompt run on?
Basis unknown · not verified: preprompt runs on the command line. It can also be self-hosted.
Is preprompt still maintained?
PulseGate's liveness check found it on 1 Oct 2026. Its GitHub repository shows 125 commits in the last 90 days.
What projects are similar to preprompt?
Similar projects tracked by PulseGate include prompt-caching, Prompticus, and ManagePrompt.prompt-cachingPrompticusManagePrompt
How long has preprompt been around?
preprompt first shipped in 2026.
Is preprompt open source?
Basis unknown · not verified: Yes — preprompt is open source under the MIT license, developed on GitHub.

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