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🥊 reShapr vs Official GitHub MCP: What happens when you optimize tool calls for AI agents? In our latest benchmark, we put the official @github.com Model Context Protocol (MCP) tools head-to-head with a purpose-built reShapr action to measure pull request velocity on microsoft/vscode. The results?

❌ Official @github.com MCP: 31 separate tool calls (1 list + 30 follow-ups) ✅ reShapr: 1 predictable, task-shaped agent action By shaping the API exactly to the agent's needs, we eliminated unnecessary API loops, resulting in a 𝟵𝟳.𝟮% 𝗿𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗶𝗻 𝗿𝗲𝘀𝗽𝗼𝗻𝘀𝗲 𝗯𝘆𝘁𝗲𝘀 and a drastic improvement in latency.