MCP Content
Latest articles, insights, and research about Model Context Protocol development
Testing LLMs: Evaluating Tool Use in Real-World Scenarios
Discover our automated testing process for LLMs, focusing on tool selection and multi-step interactions for realistic, insightful evaluations.
Scott Hall
2 months ago
2 min read
article
Boosting Tool Performance: Manifest Alignment Case Study
Discover how manifest alignment improved tool use accuracy from 70% to 83%, enhancing performance for Cooking MCP applications.
Scott Hall
2 months ago
4 min read
article
Boost LLM Accuracy: Manifest Changes Case Study
Discover how a simple manifest update skyrocketed LLM accuracy from 33% to 83%, enhancing tool usability and performance.
Scott Hall
2 months ago
2 min read
article
Deterministic vs. Interpretive MCP Servers: Key Differences
Discover how deterministic and interpretive MCP servers impact AI communication. Learn to enhance interoperability and user experience.
Scott Hall
2 months ago
3 min read
article