{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vzntrhxu6xsm","handle":"doris-mcp-lite","url":"https://wellknown.network/agents/doris-mcp-lite","links":{"self":"https://wellknown.network/agents/doris-mcp-lite/record.json","html":"https://wellknown.network/agents/doris-mcp-lite","markdown":"https://wellknown.network/agents/doris-mcp-lite/record.md","api":"https://wellknown.network/api/v1/agents/doris-mcp-lite","status":"https://wellknown.network/api/v1/agents/doris-mcp-lite/status","claim":"https://wellknown.network/agents/doris-mcp-lite/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/doris-mcp-lite/claim.json","badge":"https://wellknown.network/agents/doris-mcp-lite/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/doris-mcp-lite/history","tools":"https://wellknown.network/api/v1/agents/doris-mcp-lite/tools"},"ard":{"identifier":"urn:air::server:doris-mcp-lite","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"doris-mcp-lite","summary":"An MCP server for analytics on Apache Doris database.","description":"# **📖 Doris-MCP-Lite**\n\nA lightweight **MCP server** designed for connecting to **Apache Doris** or other **MySQL compatible** database schemas, providing tools and prompts for LLM applications.\n\nThis server enables LLMs and MCP clients to explore database schemas, run read-only SQL queries, and leverage pre-built analytical prompts — all through a standardized, secure MCP interface.\n\n> [!WARNING]\n> This is an early developer version of doris-mcp-lite. Some functions may not operate properly and minor bugs may exist. If you have any quesions, please open an [issue](https://github.com/NomotoK/Doris-MCP-Lite/issues).\n\n## **🚀 Features**\n\n### **🛠️ Tools**\n\n- Execute **read-only SQL queries** against your Doris database.\n- Perform **data analysis operations** such as retrieving yearly, monthly, and daily usage data.\n- Query metadata such as **database schemas**, **table structures**, and **resource usage**.\n- Connection Pooling: Efficient **connection management with pooling** to optimize performance.\n- Asynchronous Execution: Support for **asynchronous query** execution to improve responsiveness.\n\n### **🧠 Prompts**\n\n- Built-in prompt templates to assist LLMs in asking **analytics questions**.\n- Support for **multi-role prompting** to enhance the interaction between LLMs and the Doris database.\n- Support for **user-defined** and **general-purpose** SQL analysis prompts.\n\n### **🗂️ Resources**\n\n- Expose your Doris **database schema** as **structured resources**.\n- Allow LLMs to **contextually access** table and field definitions to improve query understanding.\n\n## **📦 Installation Options**\n\nWe recommend using [uv](https://docs.astral.sh/uv/) to manage your Python environment.\n\n### **Option 1: Install via shell script**\n\n> **Recommended for personal and server deployment**\n\nThis is the easiest way to install. Please copy the [`setup.sh`](setup.sh)  file in project and run it locally. For more information please refer: [Doris MCP install guide](INSTALL.md)\n\n1. Copy t…","publisher":null,"homepage":"https://github.com/NomotoK/doris-mcp-lite","repository":"https://github.com/NomotoK/doris-mcp-lite","version":"0.0.3","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:doris-mcp-lite","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["ai","data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"doris-mcp-lite","registry":"pypi","observedAt":"2026-09-15T13:22:04.334Z","publishedAt":"2025-06-27T04:23:08.635059Z","latestVersion":"0.0.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"doris-mcp-lite","url":"https://pypi.org/project/doris-mcp-lite/","firstSeenAt":"2026-09-09T14:32:13.121Z","fetchedAt":"2026-09-15T13:20:49.611Z","normalizedAt":"2026-09-15T13:20:49.611Z"}]},"firstSeenAt":"2026-09-09T14:32:13.121Z","updatedAt":"2026-09-15T13:22:04.334Z"}