--- title: "Connect Langfuse to World Bank - APIANT.ai" description: "When \"New Trace\" fires in Langfuse, your agent runs \"Find indicator data by country\" in World Bank." canonical: "https://apiant.ai/connect/langfuse-to-world-bank" --- # Connect Langfuse to World Bank When **New Trace** fires in [Langfuse](https://apiant.ai/connections/langfuse), your agent runs **Find indicator data by country** in [World Bank](https://apiant.ai/connections/world-bank). Describe the whole flow and it is built, tested on every scenario and kept running. Langfuse **1** trigger Langfuse **14** actions World Bank **7** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Langfuse and World Bank 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 Langfuse can start in World Bank - When **New Trace** in Langfuse then **Find indicator data by country** in World Bank - When **New Trace** in Langfuse then **Get country** in World Bank 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 Langfuse and World Bank ## Triggers and actions 1 trigger ยท 21 actions - Trigger **New Trace** Polling trigger: fires for newly created traces (dedup by trace id / timestamp). - Action **Add Comment** Add a comment to a trace/observation/session/prompt object. - Action **Add Dataset** Create a new dataset. - Action **Add Dataset Item** Create an item (input/expected_output/metadata) in a dataset. - Action **Add Prompt** Create a new prompt version (text or chat). - Action **Add Score** Create a score attached to a trace/observation/session (numeric, categorical, or boolean). - Action **Delete Trace** Delete a trace by id. - Action **Get Project** Reads the Langfuse project that the connection's project-scoped API key belongs to. - Action **Get Prompt** Get a prompt by name (and optional version/label). - Action **Get Trace** Get a single trace by id, including nested observations/scores. - Action **List Dataset Items** List items in a dataset. - Action **List Datasets** List all datasets in the project. - Action **List Prompts** List all prompts in the project. - Action **List Scores** List scores with optional filters. - Action **List Traces** List traces with optional filters (user, session, tags, timerange). - Action **Find indicator data by country** Get an indicator's time-series values for one country (or aggregate/all). - Action **Get country** Get one country's metadata by ISO2/ISO3 code. - Action **Get indicator** Get one indicator's definition by its code (e.g. SP.POP.TOTL). - Action **List countries** List all countries/regions in the World Bank catalog with metadata (region, income level, capital city, lat/lon). - Action **List indicators** List the catalog of available economic/development indicators (id, name, source, topics). - Action **List sources** List the data sources/databases (e.g. World Development Indicators, Doing Business) the Indicators API pulls from. - Action **List topics** List indicator topic categories (e.g. Economy & Growth, Health, Education) used to group indicators. ## Each app on its own - [ **Langfuse** Langfuse is an open-source LLM engineering platform (GitHub) that helps teams collaboratively debug...](https://apiant.ai/connections/langfuse) - [ **World Bank** The World Bank Open Data API publishes global development statistics for every country and region.](https://apiant.ai/connections/world-bank) Reviews ## What our customers say ## More from Langfuse - [ **Langfuse to 5DollarFootball** Football fixtures, results, standings and historical odds with corner and card lines](https://apiant.ai/connect/langfuse-to-5dollarfootball) - [ **Langfuse to Cloudflare Trace** Cloudflare Trace is a free JSON wrapper over Cloudflare's edge trace endpoint that reports what Cloudflare...](https://apiant.ai/connect/langfuse-to-cloudflare-trace) - [ **Langfuse to PaperClean** Clean document photos for printing, remove shadows, fix lighting](https://apiant.ai/connect/langfuse-to-paperclean) - [ **Langfuse to Postman** Postman is a platform for building and testing APIs.](https://apiant.ai/connect/langfuse-to-postman) - [ **Langfuse to Rendobar** Hosted media processing over REST: transcode, caption, watermark video](https://apiant.ai/connect/langfuse-to-rendobar) - [ **Langfuse to Runpod** Cloud GPU platform for renting on-demand compute to train and deploy AI models, including serverless...](https://apiant.ai/connect/langfuse-to-runpod) ## More into World Bank - [ **FutureAGI to World Bank** FutureAGI is a platform for evaluating and optimizing AI systems to ensure performance, safety, and...](https://apiant.ai/connect/futureagi-to-world-bank) - [ **Skyvern to World Bank** Skyvern is an AI agent that allows users to complete browser-based tasks.](https://apiant.ai/connect/skyvern-to-world-bank) - [ **HubSpot to World Bank** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-world-bank) - [ **Salesforce to World Bank** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-world-bank) - [ **Slack to World Bank** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-world-bank) - [ **Google Sheets to World Bank** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-world-bank) Questions ## Langfuse and World Bank, answered ### ### What can start an automation from Langfuse? Any of Langfuse's 1 trigger in the catalog, including New Trace. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in World Bank when something happens in Langfuse? Any of World Bank's 7 actions, including Find indicator data by country, Get country, Get indicator and List countries. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from World Bank to Langfuse? World Bank has no triggers in the catalog today, so automations start in Langfuse. If you need the other direction, ask: your agent reads World Bank's API documentation and adds it. ### ### Do I have to build a connector for Langfuse or World Bank? 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 Langfuse and World Bank 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.