Validate agentic workflows against the 10-principle AI Blueprint. Get a readiness score, per-principle findings, and production-ready badge eligibility.
MIT
301,205 tools. Last updated 2026-07-15 08:45
"Doctrine" matching MCP tools:
- Certify a production-ready architecture by verifying code fingerprint against a prior validate run, minting a badge or downgrading to emerging if new blockers are found.MIT
- Retrieve your learning path progress: current course, stage completion, certification status, and next recommended stage.MIT
- Capture concrete evidence of progress by appending implementation notes to a specific stage in your design blueprint course.MIT
- Retrieve architect.validate run history with readiness scores, grades, and tiers. Recover timed-out results by run_id, view per-repository trends with regression diffs, or get a summary of all validated repositories.MIT
- Creates a support handoff record for human operator review when the agent cannot resolve billing, access, or other issues using doctrine tools. Confirm with the user before triggering.MIT
Matching MCP Servers
- AlicenseAqualityAmaintenancehe industry standard reference for safe, observable, and steerable AI agent UX. Browse and search 10 Blueprint principles, clusters, curated implementation examples, and application guides. 13 public tools require no credentials.Last updated243MIT
- AlicenseAqualityDmaintenanceConnects AI clients to Argentina's official legal database (SAIJ) to search and retrieve court rulings, legislation, summaries, and legal doctrine. It enables users to perform keyword searches and fetch detailed metadata and summaries for Argentinian legal research.Last updated32MIT
Matching MCP Connectors
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Etalab 2.0.
The industry standard reference for safe, observable, and steerable AI agent UX. Browse and search the 10 Blueprint principles, principle clusters, curated implementation examples, and application guides. 13 public tools require no credentials. Tools for learning path, coaching context, and handoffs require a Firebase Bearer token. Validation and usage summary tools require a Pro or Teams membership.
- Deliberate across multiple AI models to reach consensus on foundational decisions, detecting contradictions in structured dialogue or debate.MIT
- Record value moments after successful architecture validation or design sessions to aggregate user feedback and measure impact.MIT
- Run multiple parallel reviews of agentic code to obtain a consensus score with uncertainty estimates, removing anchor bias from prior runs. Provides median score, standard deviation, and per-principle stability.MIT
- Submit an agency engagement enquiry for a founder-led discovery call. Choose from workflow sprint, proof-of-concept, pilot support, or advisory scopes.MIT
- Retrieve the complete inventory of AI Blueprint principles, optionally filtered by cluster, for design guidance.MIT
- Discover all principle clusters to identify topics before retrieving specific cluster details or filtering principles.MIT
- Retrieve a curated example by slug to get its summary, source-code links, principle coverage, difficulty, and framework details.MIT
- List downloadable asset artifacts for importing the Blueprint into AI coding tools. Includes skill packs, rule packs, and setup snippets with download URLs and platform targets.MIT
- Lists application guides linking Blueprint principles to engineering challenges (security, evaluation, observability). Use to discover available guides before exploring details.MIT
- Summarize tool-usage patterns and value signals over a configurable window to reveal how the Blueprint is helping your team and what to explore next.MIT
- Identifies stages in your current course with weak evidence relative to principle requirements, and provides missing principles and a diagnostic note to guide your next work.MIT
- Capture an immutable point-in-time snapshot of a venture's context to enable rollback after risky model handoffs, doctrine edits, or refactors.MIT
- Retrieve a principle cluster's definition, shared rationale, and member principles by providing its stable slug. Use after listing clusters or when a specific cluster is mentioned.MIT
- Search curated implementation examples by free-text query, ranked by relevance. Filter by principle, difficulty, or library to find matching AI agent UX examples.MIT