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features
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support

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Description

The Parallel Decisions API is a web-based classification tool designed for developers who create software, enhance data processes, and build workflows for AI agents. When a request is made, it includes specific context along with one or more defined questions, and in return, the API provides structured answers complete with probabilities and references to relevant online sources. This functionality allows multiple questions to be grouped under a single context within one request, enabling various applications such as vendor or company evaluations, lead management, compliance checks, content moderation, and establishing guidelines for agents. By accessing real-time web data, it can evaluate facts that might have evolved since the last training of a model. Developers can interact with the API via a RESTful endpoint using an API key or utilize the web_decisions tool through Parallel's MCP server. To facilitate testing and integration, a hosted playground and comprehensive documentation are available for user convenience. Furthermore, this API empowers developers to make informed decisions by providing up-to-date information that enhances the reliability of their applications.

Description

Scribe is an automated knowledge base that operates on a self-hosted platform, utilizing your tools to generate content. It analyzes the Git history, Claude Code and Codex sessions, as well as self-sent URLs and drop files, transforming this information into a well-organized, cross-project wiki formatted in Markdown and stored within Git repositories. By eliminating the need for developers to maintain an additional cognitive framework or to reconstruct context each time an agent session begins anew, Scribe effectively captures critical decisions, fixes, evaluations, and the rationale behind them, enabling agents to reference this accumulated knowledge prior to taking action. Its operational pipeline is scheduled via cron jobs, allowing it to identify projects and sift through low-value data using FTS5 before engaging with an LLM, thus extracting verified facts through structured bounded workflows that run in two passes. The final output is organized into entity-centric pages complete with YAML frontmatter, wikilinks, backlinks, retrieval context, and various typed relationships, including supersedes, contradicts, derived_from, specializes, and extends, ensuring comprehensive documentation and clarity across projects. This systematic approach significantly enhances collaboration and knowledge sharing among teams, streamlining the development process.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Claude Code Yes 
Model Context Protocol (MCP) Yes 
Anthropic No 
Claude No 
Claude for Legal No 
Codex CLI No 
Forgejo No 
Gemma 3 No 
Git No 
GitHub No 
Gitea No 
Groq No 
Hugging Face No 
Markdown No 
Notion No 
Obsidian No 
OpenAI No 
Parallel Yes 
Together AI No 
YAML No 

Integrations

Claude Code Yes 
Model Context Protocol (MCP) Yes 
Anthropic Yes 
Claude Yes 
Claude for Legal Yes 
Codex CLI Yes 
Forgejo Yes 
Gemma 3 Yes 
Git Yes 
GitHub Yes 
Gitea Yes 
Groq Yes 
Hugging Face Yes 
Markdown Yes 
Notion Yes 
Obsidian Yes 
OpenAI Yes 
Parallel No 
Together AI Yes 
YAML Yes 

Pricing Details

$0.001/request
$0.001 per API request; a request can include up to 100 questions.
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Parallel

Founded

2023

Country

United States

Website

platform.parallel.ai/play/decisions

Vendor Details

Company Name

scribe

Country

United States

Website

getscribe.dev/

Product Features

Product Features

Software Documentation

Access Roles / User Permissions No 
Automatic Documentation Generation No 
Collaboration Tools No 
Docs Web Hosting No 
Feedback Capture No 
Markdown Support No 
Multiple Formats Support No 
Multiple Versions Support No 
Version Control No 
WYSIWIG Editor No 
Webhooks No 
reStructured Text Support No 

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