by agoda-com · MCP Server · ★ 279
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API Agent Turn any API into an MCP server. Query in English. Get results—even when the API can't. Point at any GraphQL or REST API. Ask questions in natural language. The agent fetches data, stores it in DuckDB, and runs SQL post-processing. Rankings, filters, JOINs work even if the API doesn't support them. What Makes It Different 🎯 Zero config. No custom MCP code per API. Point at a GraphQL endpoint or OpenAPI spec — schema introspected automatically. ✨ SQL post-processing. API returns 10,000 unsorted rows? Agent ranks top 10. No GROUP BY? Agent aggregates. Need JOINs across endpoints? Agent combines. 🔒 Safe by default. Read-only. Mutations blocked unless explicitly allowed. 🧠 Recipe learning. Successful queries become cached pipelines. Reuse instantly without LLM reasoning. Quick Start 1. Run (choose one): 2. Add to any MCP client: json { "mcpServers": { "rickandmorty": { "url": "http://localhost:3000/mcp", "headers": { "X-Target-URL": "https://rickandmortyapi.com/graphql",
| Stars | 279 |
| Forks | 44 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 76.1479123630695/100 |
| Open Issues | 5 |
| Last Updated | 2026-06-19 |
| Created | 2026-01-11 |
| Platforms | mcp, python |
| Est. Tokens | ~15k |
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api-agent is Universal MCP server for GraphQL/REST APIs. It is categorized as a MCP Server with 279 GitHub stars.
api-agent is primarily written in Python. It covers topics such as api, mcp.
You can find installation instructions and usage details in the api-agent GitHub repository at github.com/agoda-com/api-agent. The project has 279 stars and 44 forks, indicating an active community.
api-agent is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to api-agent on Agent Skills Hub include telegram-mcp, grafbase, bank-api. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.