London-based Fabric builds a personal-context layer that feeds a user's own data into consumer AI tools via an MCP server.

Fabric was founded by Eeshita Pande, Massimo Albarello in 2024.

Who are Fabric's investors?

Fabric's investors include Entrepreneur First, Transpose Platform Management.

Where is Fabric headquartered?

Fabric is headquartered in London, GB.

Fabric

Entrepreneur First '24

London, GB · Founded 2024 · 1 employees on LinkedIn · 2 known investors

Fabric is a platform that aggregates a user's personal data from Google Searches, YouTube, Instagram, and other sources to create a "Digital Self" that can be connected to consumer AI tools like ChatGPT and Claude, enabling those LLMs to provide personalized responses with full context.

Also known as Fabric (onfabric.io) · onfabric

AI & Machine Learning Consumer Enterprise Software Retail Tech

Founders & leadership

Fabric was founded in 2024 by Eeshita Pande and Massimo Albarello.

Eeshita Pande inCo-founder & CEO2024–2026Eeshita Pande is a self-taught engineer who ran product monetization at the fintech company Cleo, then at $150M ARR, where lifetime value grew fivefold under her remit. She also competed for India on the international junior tennis circuit.

Massimo Albarello inCo-founder & CTO2024–2026Massimo Albarello earned a Master's degree at ETH Zurich, where his work centered on data infrastructure. The tooling he built there has been adopted by thousands of developers creating low-latency user experiences.

Investors · 2

Entrepreneur FirstBengaluru · $1M – $7M

Transpose Platform ManagementHouston

Company profile

researched Aug 2026

Fabric (onfabric.io) offers a consumer product that collects an individual's scattered personal data and turns it into a reusable "personal context" or "Digital Self" that can be supplied to large language model assistants. According to the company's site, users create a Fabric account, connect data sources, and then expose the resulting context to AI products. Data sources currently supported are Google searches, YouTube, and Instagram stories, posts and interactions, with the company stating that additional sources are planned in the coming months.

Delivery to AI tools is through a Fabric MCP server, which users add as a connector in assistants such as ChatGPT, Claude and Gemini. The stated benefit is that responses and recommendations reflect the user's history and interests rather than requiring long explanatory prompts. Illustrative examples on the site include trip planning, restaurant and book recommendations derived from prior searches, watch history and social interactions.

The company's GitHub organisation lists public repositories consistent with this focus, including "context-use" (described as portable AI memory from conversations and data exports, 34 stars), "openclaw-fabric" (portable AI memory for OpenClaw), "waclaw" (a self-hosted WhatsApp router), "clawtique", "company-brain", a fork of the Nango integrations project, and a data-science interview repository.

Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported

GitHub stars - context-use repositoryApr 202634 stars

GitHub stars - waclaw repositoryApr 202624 stars

Public GitHub repositoriesJan 20267 repositories

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Competitors · 4

by search overlap

Fluree11 shared keywordsFluree provides a graph-native data layer that connects to AI agents via MCP clients such as Claude and Cursor, letting agents draw answers from a governed knowledge graph rather than a vector cache. It targets developers building AI agent applications that need trusted, queryable data.

Fabric Commerce11 shared keywordsfabric is a commerce platform for retailers, and this page presents its technology and solution partner ecosystem. It lists integration partners and agencies that connect with fabric's digital commerce platform.

Fabric Technologies8 shared keywordsFabric offers UGMA custodial investment accounts for children, allowing parents to invest money that grows over time and can be withdrawn for any child-related expenses. The service provides professionally managed portfolios with no hidden fees, penalty-free withdrawals, and tax advantages compared to standard investment accounts.

SEMrush6 shared keywordsSemrush provides competitive intelligence, SEO, keyword research, and content generation tools for growth marketers and small teams to improve visibility and optimize their acquisition funnel across Google and AI search.

Companies competing with Fabric for the same Google search keywords, organic and paid, via search-intersection analysis.

▸Research sources · 8

primary sources listed

Fabriconfabric.io · web

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Fabric do?: London-based Fabric builds a personal-context layer that feeds a user's own data into consumer AI tools via an MCP server.
Who founded Fabric?: Fabric was founded by Eeshita Pande, Massimo Albarello in 2024.
Who are Fabric's investors?: Fabric's investors include Entrepreneur First, Transpose Platform Management.
Where is Fabric headquartered?: Fabric is headquartered in London, GB.