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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Coral is a developer-focused data access platform that lets teams query different tools and systems with SQL instead of writing custom connectors. It converts APIs, databases, files, and software platforms into readonly schemas that agents and humans can inspect, join, and analyze. Users can connect sources such as GitHub, GitLab, Slack, Linear, Datadog, Sentry, OpenTelemetry, Intercom, Stripe, and incident management tools. Once connected, Coral makes those sources available as tables, allowing cross-system questions to be answered through standard SQL. The platform is designed for AI agent workloads, giving coding agents and operational assistants access to structured context without unsafe write access. Coral works through the command line and over MCP, so multiple agents can share one runtime. It includes query pushdown, caching, pagination handling, schema hints, recommended joins, and relationship learning based on usage patterns. These capabilities help reduce expensive tool loops and improve the quality of agent-generated answers. Coral gives teams a practical way to make scattered operational data accessible, queryable, and useful for engineering, SRE, security, support, and internal operations.

Description

Liminary is an innovative knowledge-management platform that acts as a digital “knowledge companion” for professionals who deal with extensive research, content, or information. It allows users to capture and systematically organize data from diverse formats like articles, PDFs, videos, and meeting transcripts into a cohesive library where every item is transformed into a structured “source.” Upon saving content, users can emphasize important insights, add personal annotations, and curate collections based on specific projects or themes. Furthermore, Liminary enhances the synthesis process by automatically identifying relationships between concepts, revealing patterns that may be easily missed, and providing a platform for inquiry. Additionally, the platform empowers users to generate various output artifacts, including research reports, investment memos, marketing briefs, or strategy presentations, all of which incorporate their accumulated knowledge along with proper source citations. This multifaceted approach not only streamlines information management but also fosters deeper understanding and creativity in professional settings.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

ChatGPT No 
Claude No 
Claude Code Yes 
Datadog Yes 
Gemini No 
GitHub Yes 
Gmail No 
Google Docs No 
Linear Yes 
Model Context Protocol (MCP) Yes 
Notion No 
OpenAI No 
OpenAI Codex Yes 
PagerDuty Yes 
Perplexity No 
Reddit No 
Sentry Yes 
Slack Yes 
Stripe Yes 
YouTube No 

Integrations

ChatGPT Yes 
Claude Yes 
Claude Code No 
Datadog No 
Gemini Yes 
GitHub No 
Gmail Yes 
Google Docs Yes 
Linear No 
Model Context Protocol (MCP) No 
Notion Yes 
OpenAI Yes 
OpenAI Codex No 
PagerDuty No 
Perplexity Yes 
Reddit Yes 
Sentry No 
Slack No 
Stripe No 
YouTube Yes 

Pricing Details

$249/month
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

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

Customer Support

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

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

Coral

Founded

2024

Country

United Kingdom

Website

withcoral.com

Vendor Details

Company Name

Liminary

Country

United States

Website

liminary.io

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