AIchitect
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207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

Budget

Use case

Stage

Cluster

Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
These tools integrates with
MCP.so
vs
MCP SDK (Python)

Choose MCP.so when…

  • •You want to browse and discover MCP servers for your AI setup
  • •You're looking for a specific MCP server for a tool or service
  • •You want to publish your own MCP server for others to find

Choose MCP SDK (Python) when…

  • •You're building MCP servers in Python
  • •You want Anthropic's official Python MCP primitives
  • •Your Claude integration is Python-based
Field
MCP.so
MCP SDK (Python)
Category
MCP Servers
MCP Servers
Type
SaaS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
—
—
Stars
—
⭐ 6,000
Health
—
●80 — Active
Trajectory
— not enough data
— not enough data
Synced
—
8 days ago

MCP.so

De facto discovery layer for the MCP ecosystem. Indexes tens of thousands of community-built MCP servers with search, filtering, and installation instructions. The go-to starting point when looking for MCP servers for any tool or service.

MCP SDK (Python)

The official Python SDK for building MCP servers and clients. Pairs with FastMCP for high-level abstractions and custom MCP server development.

MCP.so Website ↗
MCP SDK (Python) Website ↗GitHub ↗

Shared Connections (2)

MCP SDK (TypeScript)FastMCP

Only MCP.so (2)

SmitheryMCP SDK (Python)

Only MCP SDK (Python) (3)

Context7SpeakeasyMCP.so
See full comparison in Explore →