agent-toolkit
★ 192
vs
fastapi_mcp
★ 12.0k
agent-toolkit vs fastapi_mcp
agent-toolkit: The Sanity Agent Toolkit provides a collection of resources for AI agents to build better with Sanity, offering direct access to Sanity projects via an MCP server and comprehensive best practice skills. It integrates with various AI editors and agents like Cursor and Claude Code, streamlining content modeling, SEO, and experimentation workflows for AI-driven development.; 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
agent-toolkitDev Tooling · ★ 192
AI-driven content creation and management within Sanity projects.
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).
02
Side-by-Side Comparison
Field
agent-toolkitfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 192
★ 12.0k
License
MIT
MIT
Install Command
npx sanity@latest mcp configure
uv add fastapi-mcp
Updated
1d ago
11mo ago
Open Source
Yes
Yes
Tags
AI Agents, Sanity, Content Management System
FastAPI, MCP, Python
03
Features
agent-toolkit01MCP server provides direct access to Sanity projects (content, datasets, schemas) and agent rules without local files.
02Comprehensive agent skills for Sanity development, content modeling, SEO/AEO, and content experimentation best practices.
03Plugins for AI editors like Claude Code and Cursor, bundling MCP server, agent skills, and specific commands.
04AI-enabled MCP tools for querying, creating, patching, publishing documents, deploying schemas, and generating/transforming images.
05Slash commands for Claude Code, such as `/sanity`, `/review`, `/typegen`, and `/deploy-schema` to streamline workflows.
fastapi_mcp01Authentication 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
agent-toolkit↳AI-driven content creation and management within Sanity projects.
↳Automated schema design, deployment, and validation following best practices.
↳Implementing SEO/AEO strategies for structured content with AI assistance.
↳Assisting with content experimentation, A/B testing methodology, and design.
↳Integrating Sanity into various AI agents and development environments for enhanced productivity.
fastapi_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
agent-toolkit—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between agent-toolkit and fastapi_mcp?
Both agent-toolkit and fastapi_mcp are in the Dev Tooling category. agent-toolkit has 192 stars, while fastapi_mcp has 12.0k stars.
Which is better, agent-toolkit or fastapi_mcp?
The best choice depends on your use case. Choose agent-toolkit if AI-driven content creation and management within Sanity projects., and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is agent-toolkit free or open source?
Yes, agent-toolkit is open source on GitHub (MIT).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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