AgentIndex icon
AgentIndex
fli logo
fli
★ 3.2k
vs
mcp-google-sheets logo
mcp-google-sheets
★ 1.0k

fli vs mcp-google-sheets

fli: Fli is a powerful Python library and MCP server providing programmatic access to Google Flights data. It leverages reverse-engineered API access for fast, reliable, and modular flight searches, offering both a CLI and a Python API for comprehensive flight search, deal finding, and results filtering.; mcp-google-sheets: mcp-google-sheets is a Python-based MCP server that bridges AI assistants with Google Sheets. It provides a comprehensive set of tools for spreadsheet operations, supports multiple authentication methods, and can be easily deployed with uvx. Ideal for automating data workflows and natural language interaction with spreadsheets.

01

TL;DR

fli logo
fliAPI Integration · ★ 3.2k

Programmatic flight search and deal finding via Python API

Read fli full review →
mcp-google-sheets logo
mcp-google-sheetsAPI Integration · ★ 1.0k
When to choose:
  • You only need spreadsheets and want 19 Sheets tools rather than a whole Workspace server.
  • You want a Service Account limited to one Drive folder through `DRIVE_FOLDER_ID`.
  • Context size matters: `--include-tools` or `ENABLED_TOOLS` cut about 13K tokens of tool definitions.
When to skip:
  • You also need Gmail, Calendar or Docs: a Workspace-wide server covers them.
  • You cannot set up a Google Cloud project, enabled APIs and a Service Account.
  • You need fast fixes: our data shows the last push on 2026-05-14.
Read mcp-google-sheets full review →
02

Side-by-Side Comparison

Field
fli logofli
mcp-google-sheets logomcp-google-sheets
Category
API Integration
API Integration
Stars
★ 3.2k
★ 1.0k
License
MIT
MIT
Install Command
pipx install flights
pip install mcp-google-sheets
Updated
1mo ago
5mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
api, flights-api, google-flights
google, mcp, mcp-server
03

Features

fli logofli
01Direct API access to Google Flights (fast & reliable)
02Comprehensive flight search (one-way, multi-city, flexible dates)
03Advanced filtering (cabin class, stops, airlines, time windows)
04Smart sorting options (price, duration, departure/arrival time)
05Built-in protection (rate limiting, retries, error handling)
mcp-google-sheets logomcp-google-sheets
01Seamless Integration with Google Drive & Sheets APIs
02Comprehensive Tools for CRUD, listing, batching, sharing, formatting
03Flexible Authentication (Service Account, OAuth, ADC, Injection)
04Easy Deployment via uvx (zero-install) or cloning
05Tool Filtering to reduce context usage
04

Use Cases

fli logofli
↳Programmatic flight search and deal finding via Python API
↳Interactive flight search and cheapest date discovery via CLI
↳AI assistant integration (e.g., Claude) for natural language flight queries
mcp-google-sheets logomcp-google-sheets
↳AI assistant managing Google Sheets data through natural language
↳Automating data operations like batch updates, adding rows/columns
↳Integrating with Claude Desktop for interactive spreadsheet management
FAQ

FAQ

What is the difference between fli and mcp-google-sheets?
Both fli and mcp-google-sheets are in the API Integration category. fli has 3.2k stars, while mcp-google-sheets has 1.0k stars.
Which is better, fli or mcp-google-sheets?
The best choice depends on your use case. Choose fli if Programmatic flight search and deal finding via Python API, and mcp-google-sheets if AI assistant managing Google Sheets data through natural language.
Is fli free or open source?
Yes, fli is open source on GitHub (MIT).
Is mcp-google-sheets free or open source?
Yes, mcp-google-sheets is open source on GitHub (MIT).
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