Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Meeting transcripts for AI agents: search calls, read who said what, transcribe files and links.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.quillhub.ai/mcpRun this in your terminal
claude mcp add --transport http quillhub https://mcp.quillhub.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"quillhub": {
"url": "https://mcp.quillhub.ai/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"quillhub": {
"type": "http",
"url": "https://mcp.quillhub.ai/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.quillhub.ai/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain quillhub.ai (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
QuillHub MCP Server
Your meeting transcripts, readable by Claude, Cursor and any other MCP client.
Search past calls, read who said what, pull decisions and action items, transcribe new files and links.
Setup guide · Docs · quillhub.ai · Desktop app
Endpoint: https://mcp.quillhub.ai/mcp (Streamable HTTP, hosted) Auth: OAuth 2.1 with PKCE (interactive clients) or API key qai_live_... (scripts, CI) Source: this repository documents the hosted server; the server itself is operated by QuillHub. There is nothing to install or self-host.
QuillHub records meetings from your desktop without a bot in the call (Zoom, Meet, Teams, phone, in person) and transcribes uploaded files and YouTube links in 98+ languages. Every recording comes back split by speaker with timestamps, chapters, a summary, decisions and action items.
The MCP server gives your AI assistant direct access to that archive. Ask Claude "what did we agree with the client last Tuesday", "what has Anna said about pricing this month", or "transcribe this file and draft the follow-up", and it calls the right tools itself.
Step-by-step guide with screenshots: QuillHub + Claude/Cursor via MCP.
Point the client at the URL with no Authorization header. The client opens a browser, you sign in to QuillHub, done.
{
"mcpServers": { "quillhub": { "url": "https://mcp.quillhub.ai/mcp" } } }
Claude.ai / Claude Desktop: Settings → Connectors → Add custom connector, paste https://mcp.quillhub.ai/mcp.
Claude Code:
claude mcp add --transport http quillhub https://mcp.quillhub.ai/mcp
Get a key in the Developers dashboard (issued automatically at sign-up), then use the mcp-remote bridge:
{
"mcpServers": { "quillhub": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.quillhub.ai/mcp", "--header", "Authorization:Bearer qai_live_YOUR_KEY" ] } } }
Write Authorization:Bearer ... with no space after the colon: some mcp-remote versions split arguments on spaces.
| Tool | What it does |
|---|---|
search_meeting_transcripts | Full-text search across meetings in a workspace: titles, summaries, decisions, action items and transcript text. Morphological matching in English and Russian. |
list_transcriptions | Paginated list of recordings with summary, key theses, decisions, action items, participants, project. Filter by text, date range, workspace, project. |
get_transcription | One recording in the format you need: summary, text, segments, dialog (who said what), paragraphs, chapters, subtitles. Supports time windows for long calls. |
get_person_speech | Timestamped quotes from one person across every meeting, with filters by date and project. |
find_subjects | Find tracked subjects (people, deals, projects, clients, candidates, custom types) with their AI-maintained note, open commitments and mention counts. |
get_subject_page | Full page for one subject: living note, open commitments, every meeting mention with quotes and speakers, unresolved questions. |
get_state_timeline | How a subject's note changed over time: revisions with diffs and the recording that caused each change. |
list_open_questions | Contradictions and ambiguities the AI found across meetings (e.g. two different budget figures) that need a human decision. |
get_project_memory | AI-maintained briefing for a project or workspace: purpose, glossary, key people, activity digest. |
list_subject_types | Subject types available in a project and the fields each one tracks. |
list_workspaces | Your workspaces and the projects inside them, so the agent can read teammates' shared recordings. |
create_transcription | Transcribe a URL (YouTube, direct file link) or an inline base64 file up to 25 MB. |
wait_for_transcription | Wait for a job to finish (up to 300 s per call), no polling loop needed. |
cancel_transcription | Cancel a queued or running job. |
get_account | Account, balance and subscription. Cheap liveness check. |
get_developer_docs | QuillHub developer docs as markdown, for agents writing integration code. |
This repository is also a Kiro power: plugin.json, mcp.json and POWER.md sit at the root.
Open an issue in this repository or write to tim.nocode@gmail.com.
Privacy policy: quillhub.ai/en/legal/privacy
QuillHub is built by Axevia Labs LLC.
The MIT license covers the files in this repository (documentation and config examples). The hosted server at mcp.quillhub.ai is a proprietary service.