What is the fli MCP server?

punitarani/fli — Google Flights MCP, CLI and Python Library AgentRank score: 82.4/100.

Is the fli MCP server actively maintained?

The fli MCP server was last committed 17d ago and has 29 contributors. Issue health: 69% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

fli MCP Server

Name: punitarani/fli
Rating: 4.3 (1 reviews)
Author: punitarani

punitarani/fli

Score: 82.4 ↓ 4.9% Rank #1405 Agent Framework

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Overview

punitarani/fli is a Python tool licensed under MIT. Google Flights MCP, CLI and Python Library Topics: google-flights, flights-api, google-flights-api, api, mcp, mcp-server.

Ranked #1405 out of 24844 indexed tools.

In the top 6% of all indexed tools.

Has 3,212 GitHub stars.

Has 29 contributors.

Ecosystem

Python MIT

google-flightsflights-apigoogle-flights-apiapimcpmcp-server

Score Breakdown

Stars 15% 3,212

3,212 stars → well-known project

Freshness 25% 17d ago

Last commit 17d ago → recently updated

Issue Health 25% 69%

43/62 issues closed → decent issue management

Contributors 10% 29

29 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 400

Description Brief

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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Details

Stars: 3,212
Forks: 400
Open Issues: 19
Closed Issues: 43
Contributors: 29
Dependents: —
Language: Python
License: MIT
Last Commit: 17d ago

Matched Queries

topic:mcptopic:mcp-server

From the README

# 🛫 Fli - Flight Search MCP Server and Library

A powerful Python library that provides programmatic access to Google Flights data with an elegant CLI interface. Search
flights, find the best deals, and filter results with ease.

> 🚀 **What makes `fli` special?**
> Unlike other flight search libraries that rely on web scraping, Fli directly interacts with Google Flights' API
> through reverse engineering.
> This means:
>
> * **Fast**: Direct API access means faster, more reliable results
> * **Zero Scraping**: No HTML parsing, no browser automation, just pure API interaction
> * **Reliable**: Less prone to breaking from UI changes
> * **Modular**: Extensible architecture for easy customization and integration

## MCP Server

```bash
pipx install flights

# Run the MCP server on STDIO
fli-mcp

# Run the MCP server over HTTP (streamable)
fli-mcp-http  # serves at http://127.0.0.1:8000/mcp/
```

### Connecting to Claude Desktop

```json
{
  "mcpServers": {
    "fli": {
      "command":

Read full README on GitHub →