Thoughtspot

<p align="center"> <img src="https://raw.githubusercontent.com/thoughtspot/visual-embed-sdk/main/static/doc-images/images/TS-Logo-black-no-bg.svg" width=120 align="center" alt="ThoughtSpot" /> </p> <br/> # ThoughtSpot MCP Server <br/>    [](https://coveralls.io/github/thoughtspot/mcp-server?branch=main) <a href="https://developer.thoughtspot.com/join-discord" target="_blank"> <img alt="Discord: ThoughtSpot" src="https://img.shields.io/discord/1143209406037758065?style=flat-square&label=Chat%20on%20Discord" /> </a> The ThoughtSpot MCP Server provides secure OAuth-based authentication and a set of tools for querying and retrieving relevant data from your ThoughtSpot instance. It's a remote server hosted on Cloudflare. If you do not have a Thoughtspot account, create one for free [here](https://thoughtspot.com/trial). Learn more about [ThoughtSpot](https://thoughtspot.com). Join our [Discord](https://developers.thoughtspot.com/join-discord) to get support. ## Table of Contents - [Connect](#connect) - [Usage](#usage) - [Demo video](#demo) - [Usage in APIs](#usage-in-apis) - [OpenAI / ChatGPT](#openai-responses-api) - [Claude](#claude-mcp-connector) - [Gemini](#gemini-api) - [Features](#features) - [Supported transports](#supported-transports) - [Stdio support (fallback)](#stdio-support-fallback) - [How to obtain a TS_AUTH_TOKEN](#how-to-obtain-a-ts_auth_token) - [Troubleshooting](#troubleshooting) - [Contributing](#contributing) - [Local Development](#local-development) - [Endpoints](#endpoints) ## Connect If using a client which supports remote MCPs natively (Claude.ai etc) then just enter: MCP Server URL: ``` https://agent.thoughtspot.app/mcp ``` - For OpenAI ChatGPT Deep Research, add the URL as: ```js https://agent.thoughtspot.app/openai/mcp ``` To configure this MCP server in your MCP client (such as Claude Desktop, Windsurf, Cursor, etc.) which do not support remote MCPs, add the following configuration to your MCP client settings: ```json { "mcpServers": { "ThoughtSpot": { "command": "npx", "args": [ "mcp-remote", "https://agent.thoughtspot.app/mcp" ] } } } ``` See the [Troubleshooting](#troubleshooting) section for any errors / more details. ## Usage 1. Once the connection is done, ThoughtSpot datasources would show under the resources section. 2. Select a datasource (resource), to set the context of your query. 3. Now you could ask analytical questions, which claude can decide to use the relevant ThoughtSpot tools for. See the video below for a complete demo. ## Demo Here is a demo video using Claude Desktop. https://github.com/user-attachments/assets/72a5383a-7b2a-4987-857a-b6218d7eea22 Watch on [Loom](https://www.loom.com/share/433988d98a7b41fb8df2239da014169a?sid=ef2032a2-6e9b-4902-bef0-57df5623963e) ## Usage in APIs ThoughtSpot's remote MCP server can be used in LLM APIs which support calling MCP tools. Here are examples with the common LLM providers: ### OpenAI Responses API ```bash curl https://api.openai.com/v1/responses \ -H "Content-Type: application/json" \ -H "Authorization: Bearer $OPENAI_API_KEY" \ -d '{ "model": "gpt-4.1", "tools": [ { "type": "mcp", "server_label": "thoughtspot", "server_url": "https://agent.thoughtspot.app/bearer/mcp", "headers": { "Authorization": "Bearer $TS_AUTH_TOKEN", "x-ts-host": "my-thoughtspot-instance.thoughtspot.cloud" } } ], "input": "How can I increase my sales ?" }' ``` More details on how can you use OpenAI API with MCP tool calling can be found [here](https://platform.openai.com/docs/guides/tools-remote-mcp). ### Claude MCP Connector ```bash curl https://api.anthropic.com/v1/messages \ -H "Content-Type: application/json" \ -H "X-API-Key: $ANTHROPIC_API_KEY" \ -H "anthropic-version: 2023-06-01" \ -H "anthropic-beta: mcp-client-2025-04-04" \ -d '{ "model": "claude-sonnet-4-20250514", "max_tokens": 1000, "messages": [{ "role": "user", "content": "How do I increase my sales ?" }], "mcp_servers": [ { "type": "url", "url": "https://agent.thoughtspot.app/bearer/mcp", "name": "thoughtspot", "authorization_token": "$TS_AUTH_TOKEN@my-thoughtspot-instance.thoughtspot.cloud" } ] }' ``` Note: In the `authorization_token` field we have suffixed the ThoughtSpot instance host as well with the `@` symbol to the `TS_AUTH_TOKEN`. More details on Claude MCP connector [here](https://docs.anthropic.com/en/docs/agents-and-tools/mcp-connector). ### Gemini API MCP tools can be used with the Gemini Python/Typescript SDK. Here is an example using typescript: ```typescript import { GoogleGenAI, FunctionCallingConfigMode , mcpToTool} from '@google/genai'; import { Client } from "@modelcontextprotocol/sdk/client/index.js"; import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp.js"; // Create server parameters for stdio connection const serverParams = new StreamableHTTPClientTransport(new URL("https://agent.thoughtspot.app/bearer/mcp"), { requestInit: { headers: { "Authorization": "Bearer $TS_AUTH_TOKEN", // Read below how to get the $TS_AUTH_TOKEN "x-ts-host": "my-thoughtspot-instance.thoughtspot.cloud" }, } }); const client = new Client( { name: "example-client", version: "1.0.0" } ); // Configure the client const ai = new GoogleGenAI({}); // Initialize the connection between client and server await client.connect(serverParams); // Send request to the model with MCP tools const response = await ai.models.generateContent({ model: "gemini-2.5-flash", contents: `What is the weather in London in ${new Date().toLocaleDateString()}?`, config: { tools: [mcpToTool(client)], // uses the session, will automatically call the tool // Uncomment if you **don't** want the sdk to automatically call the tool // automaticFunctionCalling: { // disable: true, // }, }, }); console.log(response.text) // Close the connection await client.close(); ``` Read [this](https://ai.google.dev/gemini-api/docs/function-calling?example=meeting#mcp), for more details on Gemini API MCP tool calling. An example using Google ADK + Python can be found [here](https://github.com/thoughtspot/developer-examples/tree/main/mcp/python-google-adk-trusted-auth). #### Gemini CLI extenstions ThoughtSpot MCP server can also be installed as a Gemini CLI extension. ```bash gemini extensions install https://github.com/thoughtspot/mcp-server ``` Read more about Gemini CLI [here](https://github.com/google-gemini/gemini-cli). ### How to get TS_AUTH_TOKEN for APIs ? For API usage, you would the token endpoints with a `secret_key` to generate the `API_TOKEN` for a specific user/role, more details [here](https://developers.thoughtspot.com/docs/api-authv2#trusted-auth-v2). ## Features - **OAuth Authentication**: Access your data, as yourself. - Dynamic Client Registration (DCR) support. - Any MCP host is allowed. Let's make the world fact driven. - **Tools**: - `ping`: Test connectivity and authentication. - `getRelevantQuestions`: Get relevant data questions from ThoughtSpot analytics based on a user query. - `getAnswer`: Get the answer to a specific question from ThoughtSpot analytics. - `createLiveboard`: Create a liveboard from a list of answers. - `getDataSourceSuggestions`: Get datasource suggestions for a given query. - **MCP Resources**: - `datasources`: List of ThoughtSpot Data models the user has access to. ### Supported transports - SSE [https://agent.thoughtspot.app/sse]() - Streamed HTTP [https://agent.thoughtspot.app/mcp]() ## Self hosted Use the published docker image to deploy the MCP server in your own environment. See [this](deploy/README.md) for details. ## Stdio support (fallback) If you are unable to use the remote MCP server due to connectivity restrictions on your Thoughtspot instance. You could use the `stdio` local transport using the `npm` package. Here is how to configure `stdio` with MCP Client: ```json { "mcpServers": { "ThoughtSpot": { "command": "npx", "args": [ "@thoughtspot/mcp-server" ], "env": { "TS_INSTANCE": "<your Thoughtspot Instance URL>", "TS_AUTH_TOKEN": "<ThoughtSpot Access Token>" } } } } ``` ### How to obtain a `TS_AUTH_TOKEN` ? - Go to ThoughtSpot => _Develop_ => _Rest Playground v2.0_ - _Authentication_ => _Get Full access token_ - Scroll down and expand the "body" - Add your "username" and "password". - Put whatever "validity_time" you want the token to be. - Click on "Try it out" on the bottom right. - You should get a token in the response, thats the bearer token. #### Alternative way to get `TS_AUTH_TOKEN` - Login to the ThoughtSpot instance as you would normally. - Opem in a new tab this URL: - https://your-ts-instance/api/rest/2.0/auth/session/token - You will see a JSON response, copy the "token" value (without the quotes). - This is the token you could use. ### Troubleshooting > Oauth errors due to CORS/SAML. Make sure to add the following entries in your ThoughtSpot instance: *CORS* - Go to ThoughtSpot => _Develop_ => Security settings - Click "Edit" - Add "agent.thoughtspot.app" to the the "CORS whitelisted domains". *SAML* (need to be Admin) - Go to ThoughtSpot => _Develop_ - Go to "All Orgs" Tab on the left panel if there is one. - Click "Security settings" - Click "Edit" - Add "agent.thoughtspot.app" to the the "SAML redirect domains". > MCP server install error due to node issues - Make sure node is installed on your machine. - Make sure the node version is >=18 - Check the node version by using the command `node -v` > 500 error from MCP server - Make sure the ThoughtSpot cluster the MCP server is connected to is up and running. - If the error persists, please collect the logs that you get from the MCP client and the approximate time when the issue occurred. - Reach out on [Discord](https://developers.thoughtspot.com/join-discord) to get support. - Create a issue on this repository to get help. - Submit a [ThoughtSpot support case](https://community.thoughtspot.com/s/article/How-to-submit-a-ThoughtSpot-Support-Case) with all the artifacts. > Stale MCP auth - If for some reason the ThoughtSpot MCP server is failing authentication repeatedly, you can do `rm -rf ~/.mcp-auth`. - This will remove all stale authentication info, and restart the auth flow again. ## Contributing ### Local Development 1. **Install dependencies**: ```sh npm install ``` 2. **Set up environment variables**: - Copy `.dev.vars` and fill in your ThoughtSpot instance URL and access token. 3. **Start the development server**: ```sh npm run dev ``` ### Endpoints - `/mcp`: MCP HTTP Streaming endpoint - `/sse`: Server-sent events for MCP - `/api`: MCP tools exposed as HTTP endpoints - `/authorize`, `/token`, `/register`: OAuth endpoints - `/bearer/mcp`, `/bearer/sse`: MCP endpoints as bearer auth instead of Oauth, mainly for use in APIs or in cases where Oauth is not working. MCP Server, © ThoughtSpot, Inc. 2025