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Firstrun – Turn static documentation into interactive walkthroughs
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mhamda
204mo ago
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Turn your OpenAPI document to an MCP server in ~1000 tokens and 3 tools
by marclave·Mar 17, 2026·1 point·0 comments
AI Analysis
●●SolidSlickSolve My Problem
Cuts API schema context from 147% to 0.2% using just 3 MCP tools instead of 183.
Strengths
- •Fixed tool surface with just-in-time schema fetching prevents context explosion
- •Benchmarked against raw OpenAPI and native MCP with concrete token measurements
- •2-step average task completion vs 6 steps for native MCP servers
Weaknesses
- •Scalar is an established company — this feels like product iteration not innovation
- •MCP server generation is becoming crowded with multiple existing solutions
Category
Target Audience
API developers, AI engineers building agent tooling
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FastMCP · MCP CLI · OpenAPI Generator
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