--- title: "Connect GitHub to Qdrant Vector Store - APIANT.ai" description: "When \"New Branch\" fires in GitHub, your agent runs \"Add collection\" in Qdrant Vector Store." canonical: "https://apiant.ai/connect/github-to-qdrant-vector-store" --- # Connect GitHub to Qdrant Vector Store When **New Branch** fires in [GitHub](https://apiant.ai/connections/github), your agent runs **Add collection** in [Qdrant Vector Store](https://apiant.ai/connections/qdrant-vector-store). Describe the whole flow and it is built, tested on every scenario and kept running. GitHub **15** triggers GitHub **19** actions Qdrant Vector Store **15** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want GitHub and Qdrant Vector Store to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What GitHub can start in Qdrant Vector Store - When **New Branch** in GitHub then **Add collection** in Qdrant Vector Store - When **New Collaborator** in GitHub then **Add payload index** in Qdrant Vector Store Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with GitHub and Qdrant Vector Store ## Triggers and actions 15 triggers · 34 actions - Trigger **Issue Closed** Triggers when an issue in a repository is closed. - Trigger **New Branch** Triggers when a new branch is created in a GitHub repository. - Trigger **New Collaborator** Triggers when a new collaborator is added to a GitHub repository. - Trigger **New Commit** Triggers when a new commit is pushed to a GitHub repository's default branch. - Trigger **New Commit Comment** Triggers when someone comments on a commit in a repository. - Trigger **New Gist** Triggers when you create a new gist on GitHub. - Trigger **New Global Event** Triggers when a new public event happens anywhere on GitHub, such as a push, fork, or new issue. - Trigger **New Issue** Triggers when a new issue is created in a repository. - Trigger **New Label** Triggers when a new label is added to a GitHub repository. - Trigger **New Milestone** Triggers when a new milestone is created in a repository. - Trigger **New Pull Request** Triggers when a new pull request is opened in a repository. - Trigger **New Release** Triggers when a new release is published in a GitHub repository. - Trigger **New Repo Event** Triggers when new activity (pushes, issues, pull requests, releases and more) happens in a GitHub repository. - Trigger **New Repository** Triggers when a new public repository appears under a GitHub user or organization. - Trigger **New Watcher** Triggers when someone starts watching a repository. - Action **Add Labels to Issue** Adds labels to an issue or pull request in a GitHub repository, keeping its existing labels. - Action **Check Organization Membership** Checks whether a GitHub user is a member of an organization and returns true or false. - Action **Create Branch** Creates a new branch in a repository, starting from the commit you choose. - Action **Create Comment** Adds a comment to an issue or pull request in a GitHub repository. - Action **Create Gist** Creates a new gist with one file on the connected GitHub account. - Action **Create Issue** Creates a new issue in a GitHub repository. - Action **Create or Update File** Creates a new file in a repository, or replaces an existing file's contents, as a commit. - Action **Create Pull Request** Opens a pull request asking to merge one branch into another. - Action **Delete Branch** Deletes a branch from a repository. Any open pull request from that branch is closed. - Action **Find Branch** Finds a branch in a GitHub repository by name and returns its latest commit and protection status. - Action **Find Issue** Finds an issue in a GitHub repository by its number and returns its title, body, state, author and labels. - Action **Find Organization** Finds a GitHub organization by its login and returns its profile details. - Action **Find Pull Request** Finds a pull request in a GitHub repository by its number and returns its title, state, branches and merge status. - Action **Find Repository** Returns a GitHub repository by its owner and name, including its description, visibility, default branch and counts. - Action **Find User** Finds a GitHub user by username and returns their public profile. - Action **Get File Contents** Returns a file from a GitHub repository, with its base64-encoded content, at the default branch or a chosen branch, tag or commit. - Action **Submit Review** Submits a review on a pull request: approve it, request changes, or leave a review comment. - Action **Update Issue** Updates an existing issue in a GitHub repository, such as its title, text, state, labels or assignees. - Action **Update Pull Request** Changes a pull request's title, description, target branch, or open/closed state. - Action **Add collection** Creates a new Qdrant collection with the vector size, distance metric and storage settings you choose. - Action **Add payload index** Creates a payload index on a field of a Qdrant collection so filters and searches on that field run faster. - Action **Add points** Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing points that have the same ids. - Action **Add snapshot** Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size, checksum and creation time. - Action **Count points** Returns how many points in a Qdrant collection match an optional filter, or the total number of points when no filter is given. - Action **Delete collection** Deletes a collection and all of the points and data stored in it. - Action **Delete points** Deletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter. - Action **Find points by vector** Returns the points in a collection whose vectors are nearest to the vector you supply, ranked by similarity score, with their payloads. - Action **Get collection** Returns the details of a collection: its status, point and segment counts, vector and index configuration, and payload schema. - Action **Get point** Returns a single point from a Qdrant collection by its id, including its payload and vector. - Action **List collections** Returns the names of every collection in your Qdrant instance. - Action **List points** Returns the points stored in a Qdrant collection, optionally narrowed by a filter and ordered by a payload field, fetching every page. - Action **List snapshots** Returns every snapshot taken of a collection, with each snapshot's name, size, checksum and creation time. - Action **Update collection** Updates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters. - Action **Update point payload** Sets payload values on the chosen points in a Qdrant collection, merging them into each point's existing payload. Pick the points by id or by a filter. ## Each app on its own - [ **GitHub** GitHub is the perfect place to share code and work collaboratively on private and open source software.](https://apiant.ai/connections/github) - [ **Qdrant Vector Store** Vector database for storing embeddings and running similarity search with metadata filtering, via REST or...](https://apiant.ai/connections/qdrant-vector-store) Reviews ## What our customers say ## More from GitHub - [ **GitHub to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/github-to-hubspot) - [ **GitHub to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/github-to-salesforce) - [ **GitHub to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/github-to-slack) - [ **GitHub to Google Sheets** Google Sheets](https://apiant.ai/connect/github-to-google-sheets) - [ **GitHub to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/github-to-gmail) - [ **GitHub to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/github-to-google-calendar) ## More into Qdrant Vector Store - [ **HubSpot to Qdrant Vector Store** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-qdrant-vector-store) - [ **Salesforce to Qdrant Vector Store** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-qdrant-vector-store) - [ **Slack to Qdrant Vector Store** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-qdrant-vector-store) - [ **Google Sheets to Qdrant Vector Store** Google Sheets](https://apiant.ai/connect/google-sheets-to-qdrant-vector-store) - [ **Gmail to Qdrant Vector Store** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-qdrant-vector-store) - [ **Google Calendar to Qdrant Vector Store** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-qdrant-vector-store) Questions ## GitHub and Qdrant Vector Store, answered ### ### What can start an automation from GitHub? Any of GitHub's 15 triggers in the catalog, including New Branch, New Collaborator, New Commit and New Commit Comment. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Qdrant Vector Store when something happens in GitHub? Any of Qdrant Vector Store's 15 actions, including Update collection, Update point payload, Add collection and Add payload index. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Qdrant Vector Store to GitHub? Qdrant Vector Store has no triggers in the catalog today, so automations start in GitHub. If you need the other direction, ask: your agent reads Qdrant Vector Store's API documentation and adds it. ### ### Do I have to build a connector for GitHub or Qdrant Vector Store? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use GitHub and Qdrant Vector Store without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.