alesanchezr/mcp-quality
Quality bar for MCP servers (discovery attestation, shared domain API), knowledge-graph patterns, and a builder that scaffolds core+MCP+API for a use case
Builds or maintains a knowledge-graph MCP server for a human use case: interviews for domain model, proposes ontology and tools, scaffolds shared domain core plus MCP and HTTP API, work-session bootstrap, and frictionless local UI links. Trigger on "build me an MCP", "knowledge graph for …", "model my domain", "follow up with clients", scaffold or maintain KG MCP, or wire Cursor to a new graph server.
Designs MCP tools over knowledge graphs, ontologies, entities and edges, and graph RAG — mapping the MCP quality bar to graph CRUD, relation hygiene, and shared HTTP API shapes. Use when the user mentions knowledge graph MCP, ontology tools, entity/edge CRUD, graph RAG, or subgraph query tools.
Designs or reviews MCP servers and tools for quality: response envelopes (ok / fail / actionRequired), soft gates, playbooks, agent education, warnings / side_effects / next_actions, discovery_path research menus, discovery attestation on consequential calls, and shared domain APIs for reports and human UIs. Use when the user mentions MCP quality, MCP standards, tool envelope, actionRequired, discovery_path, discovery attestation, shared domain API, or when reviewing MCP mutate responses.