{"serverId":"mcp-registry/com.chapsoft/mcp","tools":[{"name":"find_the_cairn","fixed":{"name":"find_the_cairn","description":"A trail marker you weren't looking for. Returns a random technical cairn — a short observation from production AI practice.","inputSchema":{"type":"object","required":[],"properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":64,"tokensAfter":64},{"name":"get_services","fixed":{"name":"get_services","description":"What Chaparral Software offers: the Ground Truth Assessment — an independent AI project audit for non-technical decision-makers. Returns service description, five deliverables, intake workflow, and outcomes.","inputSchema":{"type":"object","required":[],"properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":86,"tokensAfter":86},{"name":"get_topic","fixed":{"name":"get_topic","description":"Browse published dispatches and cairns by topic. Returns matching articles with a prelude framing Chaparral's perspective.","inputSchema":{"type":"object","required":["topic"],"properties":{"topic":{"oneOf":[{"const":"ai_project_failure","description":"Evidence on AI project failure rates, root causes, and what the research says when you trace citations"},{"const":"prototype_to_production","description":"What breaks when AI-built prototypes need to become production systems, including vibe-coded builds"},{"const":"verification_and_oversight","description":"Why self-correction isn't verification, independent assessment, and the three layers most organizations skip"},{"const":"orchestration","description":"AI orchestration patterns, the harness-vs-model thesis, context engineering, and governance architecture"},{"const":"career_disruption","description":"The human experience of AI transformation — career anxiety, identity, and navigating uncertainty"},{"const":"ai_workforce_impact","description":"Evidence on AI layoffs, automation, and human-AI collaboration"},{"const":"ai_first_web","description":"Building websites for four audiences: humans, search engines, AI answer engines, and AI agents"}],"description":"Topic to browse"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":357,"tokensAfter":357}],"toolsChanged":3,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}