{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ru4xa4kg9h97","handle":"text-to-graphql-mcp","url":"https://wellknown.network/agents/text-to-graphql-mcp","links":{"self":"https://wellknown.network/agents/text-to-graphql-mcp/record.json","html":"https://wellknown.network/agents/text-to-graphql-mcp","markdown":"https://wellknown.network/agents/text-to-graphql-mcp/record.md","api":"https://wellknown.network/api/v1/agents/text-to-graphql-mcp","status":"https://wellknown.network/api/v1/agents/text-to-graphql-mcp/status","claim":"https://wellknown.network/agents/text-to-graphql-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/text-to-graphql-mcp/claim.json","badge":"https://wellknown.network/agents/text-to-graphql-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:text-to-graphql-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"text-to-graphql-mcp","summary":"Transform natural language queries into GraphQL queries using an MCP server","description":"# Text-to-GraphQL MCP Server\n\nTransform natural language queries into GraphQL queries using an MCP (Model Context Protocol) server that integrates seamlessly with AI assistants like Claude Desktop and Cursor.\n\n[![Install MCP Server](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/install-mcp?name=text-to-graphql&config=eyJjb21tYW5kIjoidXYgLS1kaXJlY3RvcnkgL3BhdGgvdG8vdGV4dC10by1ncmFwaHFsLW1jcCBydW4gdGV4dC10by1ncmFwaHFsLW1jcCIsImVudiI6eyJQQVRIIjoiL3BhdGgvdG8vdXYvYmluOi91c3IvYmluOi9iaW4iLCJPUEVOQUlfQVBJX0tFWSI6InlvdXJfb3BlbmFpX2FwaV9rZXlfaGVyZSIsIkdSQVBIUUxfRU5EUE9JTlQiOiJodHRwczovL3lvdXItZ3JhcGhxbC1hcGkuY29tL2dyYXBocWwiLCJHUkFQSFFMX0FQSV9LRVkiOiJ5b3VyX2FwaV9rZXlfaGVyZSIsIkdSQVBIUUxfQVVUSF9UWVBFIjoiYmVhcmVyIn19)\n\n![Claude Demo](static/text_to_graphql_claude_demo.gif)\n\n## 🚀 Overview\n\nThe Text-to-GraphQL MCP Server converts natural language descriptions into valid GraphQL queries using an AI agent built with LangGraph. It provides a bridge between human language and GraphQL APIs, making database and API interactions more intuitive for developers and non-technical users alike.\n\n## ✨ Features\n\n- **Natural Language to GraphQL**: Convert plain English queries to valid GraphQL\n- **Schema Management**: Load and introspect GraphQL schemas automatically\n- **Query Validation**: Validate generated queries against loaded schemas\n- **Query Execution**: Execute queries against GraphQL endpoints with authentication\n- **Query History**: Track and manage query history across sessions\n- **MCP Protocol**: Full compatibility with Claude Desktop, Cursor, and other MCP clients\n- **Error Handling**: Graceful error handling with detailed debugging information\n- **Caching**: Built-in caching for schemas and frequently used queries\n\n## 🛠 Installation\n\n### Prerequisites: Install UV (Recommended)\n\nUV is a fast Python package installer and resolver. Install it first:\n\n**macOS/Linux:**\n```bash\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n```\n\n**Windows:**\n```bash\npowershe…","publisher":null,"homepage":"https://github.com/Arize-ai/text-to-graphql-mcp#readme","repository":"https://github.com/Arize-ai/text-to-graphql-mcp#readme","version":"0.1.3","license":null,"protocols":["mcp"],"tags":["ai","graphql","langchain","langgraph","mcp","natural-language"],"pricing":null,"endpoints":[{"url":"pypi:text-to-graphql-mcp","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.apis","name":"API Access","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"}],"categories":["data"],"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":"text-to-graphql-mcp","registry":"pypi","observedAt":"2026-09-10T14:24:17.558Z","publishedAt":"2025-06-16T16:48:41.018838Z","latestVersion":"0.1.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"text-to-graphql-mcp","url":"https://pypi.org/project/text-to-graphql-mcp/","firstSeenAt":"2026-09-10T14:22:10.485Z","fetchedAt":"2026-09-10T14:22:10.485Z","normalizedAt":"2026-09-10T14:22:10.485Z"}]},"firstSeenAt":"2026-09-10T14:22:10.485Z","updatedAt":"2026-09-10T14:24:17.558Z"}