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ONLYOFFICE 10.0 adds context‑aware AI tools and modular apps to its open‑source suite

ONLYOFFICE’s autumn release 10.0 embeds AI assistants directly in its document, spreadsheet, presentation and PDF editors, adds four free modular apps and patches 35 security flaws, expanding the open‑source office platform’s AI and security capabilities.

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Source-provided image accompanying ONLYOFFICE 10.0 adds context‑aware AI tools and modular apps to its open‑source suite
Source referenceSource recorded
Publisher
bastillepost.com
Source type
Linked source — primary-source status has not been established.
ContextUnderstand this in 60 seconds

Key terms

MCP (Model Context Protocol)
An open protocol that lets AI applications connect to external tools, data sources, and context providers in a standard way.
Knowledge Base
A curated collection of documents or records used for retrieval, support automation, or grounding responses.
Embedding
A numeric vector representation that captures semantic meaning of text, images, or other data.

What happened

ONLYOFFICE released version 10.0, context‑aware AI features across its editors and launching four new free modular apps while fixing dozens of bugs and security issues.

On Oct 10, 2026 ONLYOFFICE announced its 10.0 autumn update, which adds a dedicated AI tab to the Document, Spreadsheet, Presentation and PDF editors. The tab includes a built‑in chat that can draft text, summarise contracts, generate forecasts, create Pivot Tables and format content directly in the file.

The release bundles around 50 new features and more than 1,000 bug fixes for online, desktop and mobile editors. New capabilities include metadata removal in the PDF editor, real‑time cursor following in documents, faster spreadsheet calculations, animated copy marquee, new view modes for presentations, and support for .ofd files and SVG‑to‑shape conversion.

Four free modular Apps—AI Agents, Forms, Files and Rooms—extend ONLYOFFICE Docs under an AGPL v3 licence. AI Agents provide intelligent search, a personalised and extended reasoning powered by MCP servers. The Apps are enabled by default in the cloud and can be installed on‑premises with a single command.

Security is highlighted with patches for 35 vulnerabilities. Organizations can control AI usage by selecting models based on quality, speed and cost; cloud users may enable AI via OpenRouter, while server deployments can connect any model, including locally hosted ones, keeping sensitive data within the organisation’s infrastructure.

Mobile iOS and Android apps now include an AI assistant with providers such as Grok and DeepSeek, AI‑driven autofill for forms and voice input for on‑the‑go work.

Source details: bastillepost.com ↗

Why it matters

The update makes AI‑driven drafting, summarising, translation and formatting available inside the office suite without leaving the file, potentially lowering reliance on external AI services and keeping sensitive data on‑premises. It also broadens the ecosystem with free Apps that automate search, knowledge‑base creation and secure collaboration, and it addresses 35 newly disclosed vulnerabilities, strengthening the platform for enterprise users.

AI directly in the editing environment reduces the need to copy data to external chat services, which can mitigate data leakage risks for legal, financial and governmental users.

The ability to connect self‑hosted models gives enterprises greater control over privacy and compliance, a growing concern as AI regulations tighten worldwide.

By releasing the new modular Apps under an open‑source licence, ONLYOFFICE encourages community contributions and may accelerate adoption in sectors that prefer open‑source software for cost or sovereignty reasons.

Fixing 35 vulnerabilities demonstrates a proactive security posture, important for organisations that store confidential documents and are increasingly targeted by AI‑enhanced cyber threats.

The inclusion of AI providers like DeepSeek and Grok expands the model ecosystem beyond dominant commercial APIs, offering potentially lower‑cost alternatives for users.

Interactive Mechanism

Interactive Mechanism: How It Actually Works

Explore the underlying technology behind this development interactively.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
Interactive Concept Check+10 Points
AI Models Explained Quiz

Which component of an AI application is the machine-learning model itself?

What to watch next

Adoption of ONLYOFFICE’s AI tab by large organisations, the performance and cost trade‑offs of the OpenRouter‑based cloud models versus self‑hosted models, and any security audits of the new AI Agents and modular Apps.

How quickly large enterprises and public‑sector bodies adopt the AI tab and modular Apps, especially in regulated industries where data residency is critical.

Performance benchmarks and cost comparisons between OpenRouter‑hosted models and self‑hosted options, which will influence deployment decisions.

Independent security audits of the AI Agents and the new Apps to verify that the claimed data‑in‑place protections hold up under scrutiny.

Community response to the AGPL v3 licensing of the Apps, including any forks or extensions that could broaden the platform’s capabilities.

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