Sync open source content 🐝 (from 63ee782e96465e6dd03822ab1de387def00d1ff6)

Author: beezythebot

mcp/using-mcp/use-cases.mdx

@@ -83,7 +83,7 @@ Despite recent advances, we all know LLMs still struggle with math and calculati
 
 ### Using MCP Run Python for accurate calculations
 
-With [MCP Run Python](https://ai.pydantic.dev/mcp/run-python/), we can offload any calculations to a Python environment.
+With [MCP Run Python](https://github.com/pydantic/mcp-run-python), we can offload any calculations to a Python environment.
 
 Let's ask Claude to help us with a tricky math problem:
 

mcp/using-mcp/use-cases/social-media-postiz/index.mdx

@@ -76,4 +76,3 @@ Then, Claude schedules the posts. Click the generated links to view your schedul
 
 With Postiz connected to Claude Desktop, you're ready for AI-powered social media scheduling.
 
-{/* Try combining Postiz with other MCP servers to create advanced workflows, like [turning your best Slack threads into social media content](/mcp/using-mcp/slack-postiz-guide). */}

mcp/using-mcp/using-tools.mdx

@@ -91,7 +91,7 @@ Rather than hoping the LLM will choose the right tools, be explicit in your inst
 
 ## Include tool use pointers in your system prompt
 
-Include tips on using tools that you know you will almost always have enabled. For example, if you always have [Context7](https://context7.com/) and [MCP Run Python](https://ai.pydantic.dev/mcp/run-python/) installed and active, include a note on how and when you expect the LLM to use the tools provided by these servers.
+Include tips on using tools that you know you will almost always have enabled. For example, if you always have [Context7](https://context7.com/) and [MCP Run Python](https://github.com/pydantic/mcp-run-python) installed and active, include a note on how and when you expect the LLM to use the tools provided by these servers.
 
 Anecdotally, we've seen better results by including these tools and pointers in our system prompts: