# Qontext — AI Connector Qontext publishes 9 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/productivity/qontext/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Productivity](https://node8.ai/ai-connectors/productivity/) # Qontext A permission-aware company knowledge repository Claude can read and update Listed in Claude · 9 published tools · Community-listed [Claude connector docs](https://docs.qontext.ai/) [qontext.ai](https://qontext.ai/) Overview ## What Qontext does Qontext is a repository for company knowledge, kept structured and permission-aware so that agents can use it without a separate ingestion step for each tool. The connector gives Claude browse, search, read, and write access to that repository: locating files by exact or hybrid search, reading their contents, and committing updates back when something changes. The intended pattern is answering internal questions from internal material rather than from the model's own training, and drafting documents that follow processes the company has actually written down. Nine tools are published across those operations. The repository is a hosted product, so a Qontext account and its permission model determine what any given caller reaches. The listing is community tier and also files under data and analytics and developer tools. ### Who it is for Operations and knowledge management leads maintaining a shared internal reference. ### Tool surface A 401 comes back before tools/list, so the nine tools in the listing are the publisher's number and the split between reading the repository and writing to it cannot be checked here. Availability ## Where Qontext is listed Qontext is listed in the Claude connectors directory only. Qontext has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory Qontext publishes 9 tools to Claude. That is a mid-sized surface: 41.3% of the 1,253 Claude-listed connectors expose fewer. The median Claude-listed connector filed under Productivity publishes 12, so this one sits 3 tools below its bucket's median, 266th of 462. It falls in the 7-10 tools band, which holds 14.6% of the Claude directory. Qontext publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher Qontext Verification Community-listed (61.5% of the Claude directory) Filed under Productivity Endpoint `https://api.qontext.ai/mcp` Documentation [Publisher setup docs](https://docs.qontext.ai/) Published tools 9 · 7-10 tools band Depth rank in Productivity 266 of 462 Snapshot August 2026 Qontext is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How Qontext describes it > Connect Qontext to Claude to give it your company context. Qontext is the self-maintaining context repository for the AI-native company: it keeps company knowledge structured, up to date, permission-aware, and ready to use for every AI agent. Claude can browse the repository, find the right files with exact and hybrid search, read their content, and write updates back. Perfect for answering questions with internal knowledge, drafting documents grounded in your actual processes, or keeping the repository up to date as things change. Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Productivity connectors ### [DevRev](https://node8.ai/ai-connectors/productivity/devrev/) DevRev knowledge graph search across issues, tickets and customers Claude ### [Coda](https://node8.ai/ai-connectors/productivity/coda/) Read and write Coda docs and tables ChatGPT ### [Document360](https://node8.ai/ai-connectors/productivity/document360/) Knowledge base authoring and publishing for Document360 Claude · ChatGPT ### [folk](https://node8.ai/ai-connectors/productivity/folk/) Contacts, companies and deals in a folk CRM workspace Claude ### [Google Drive](https://node8.ai/ai-connectors/productivity/google-drive/) File search, reading and upload against a Google Drive account Claude ### [Tiendanube MCP](https://node8.ai/ai-connectors/productivity/tiendanube-mcp/) Manage a Tiendanube store: products, stock, prices and promotions Claude [All 760 Productivity connectors](https://node8.ai/ai-connectors/productivity/) This is an independent catalogue entry compiled by Node8 from Qontext's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Qontext, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session