agoda-com/api-agent

Score: 39.5 Rank #2610

Universal MCP server for GraphQL/REST APIs

Overview

agoda-com/api-agent is a Python MCP server licensed under MIT. Universal MCP server for GraphQL/REST APIs Topics: api, mcp.

Ranked #2610 out of 25632 indexed tools.

Ecosystem

Python MIT

apimcp

Signal Breakdown

Stars 248

Freshness 10d ago

Issue Health 25%

Contributors 1

Dependents 0

Forks 35

Description Brief

License MIT

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 3 open vs 1 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Badge

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Details

Stars: 248
Forks: 35
Open Issues: 3
Closed Issues: 1
Contributors: 1
Dependents: —
Language: Python
License: MIT
Last Commit: 10d ago

Matched Queries

"mcp server""mcp-server"

From the README

# 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):**

```bash
# Direct run (no clone needed)
OPENAI_API_KEY=your_key uvx --from git+https://github.com/agoda-com/api-agent api-agent

#

Read full README on GitHub →

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