AgentIndex icon
AgentIndex
seo logo
seo
★ 589
vs
fastapi_mcp logo
fastapi_mcp
★ 12.0k

seo vs fastapi_mcp

seo: SEO Skill is a powerful command-line interface and MCP server tool designed for SEO professionals and AI agents. It enables comprehensive site audits, competitor research, keyword analysis, and performance monitoring by integrating with Google Search Console, Google Analytics, and various research providers.; fastapi_mcp: FastAPI-MCP allows you to expose your existing FastAPI endpoints as Model Context Protocol (MCP) tools. It offers native integration with FastAPI, including built-in authentication using existing dependencies, and preserves schemas and documentation.

01

TL;DR

seo logo
seoDev Tooling · ★ 589

Site owners seeking clear audits and prioritized fixes without complex dashboards.

Read seo full review →
fastapi_mcp logo
fastapi_mcpDev Tooling · ★ 12.0k
When to choose:
  • You already have a FastAPI application and want to expose its endpoints as MCP tools while reusing your existing FastAPI authentication dependencies and Swagger schemas.
  • You want to mount the MCP server directly onto your ASGI app or deploy it separately under an MIT license.
When to skip:
  • You are building a standalone MCP server from scratch rather than wrapping a FastAPI app; use FastMCP or the official MCP Python SDK.
  • You need an actively updated repository (last push was November 2025).
Read fastapi_mcp full review →
02

Side-by-Side Comparison

Field
seo logoseo
fastapi_mcp logofastapi_mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 589
★ 12.0k
License
Apache-2.0
MIT
Install Command
npm i -g seo && seo start && seo report
uv add fastapi-mcp
Updated
1d ago
11mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
SEO Audit, Keyword Research, Competitor Analysis
FastAPI, MCP, Python
03

Features

seo logoseo
01Comprehensive technical SEO audit across multiple dimensions.
02Prioritized SEO actions based on impact and visibility.
03Measure SEO changes with before-and-after Search Console comparisons.
04Discover keyword ideas and conduct market estimates.
05Export structured reports in JSON for agents and automation.
fastapi_mcp logofastapi_mcp
01Authentication built in, using your existing FastAPI dependencies!
02FastAPI-native: Not just another OpenAPI -> MCP converter
03Zero/Minimal configuration required
04Preserving schemas of your request models and response models
05Flexible deployment - Mount your MCP server to the same app, or deploy separately
04

Use Cases

seo logoseo
↳Site owners seeking clear audits and prioritized fixes without complex dashboards.
↳AI agents requiring robust SEO evidence for decision-making.
↳Developers embedding SEO report engines in scripts, CI jobs, or TypeScript applications.
fastapi_mcp logofastapi_mcp
↳Integrating FastAPI services as tools for large language models (LLMs) that support MCP.
↳Enabling LLMs to interact with and utilize existing business logic and data exposed via FastAPI.
↳Quickly exposing authenticated FastAPI APIs as discoverable and usable tools within an MCP ecosystem.
05

Best For

seo logoseo
Trending
fastapi_mcp logofastapi_mcp
Most PopularEssential
FAQ

FAQ

What is the difference between seo and fastapi_mcp?
Both seo and fastapi_mcp are in the Dev Tooling category. seo has 589 stars, while fastapi_mcp has 12.0k stars.
Which is better, seo or fastapi_mcp?
The best choice depends on your use case. Choose seo if Site owners seeking clear audits and prioritized fixes without complex dashboards., and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is seo free or open source?
Yes, seo is open source on GitHub (Apache-2.0).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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