Retrieve validation run history for architecture, design, and spec lenses. Use to recover timed-out results by run_id, or check regression trends by repository before re-validating.
MIT
365,408 tools. Last updated 2026-08-02 04:03
"Lens" matching MCP tools:
- Retrieve a filtered inventory of design principles by doctrine (architecture, surface, spec) and cluster slug. Use when you need the full list or all entries in one category.MIT
- Retrieve a single doctrine entry (principle, design law, or spec law) by its stable slug. Specify a lens to select the doctrine: architecture, surface, or spec.MIT
- Search blueprint principles by free-text query to find design guidance for specific challenges, failure modes, or keywords. Returns ranked matches with title, cluster, definition, rationale, and heuristics.MIT
- Get a ranked best-market decision for siting or scheduling large electricity loads. Re-weights five pillars under a lens and returns top markets with one-line rationales.MIT
- Audit code changes across three models with security, correctness, and governance lenses to surface agreements as confidence and disagreements as tradeoffs.MIT
Matching MCP Servers
- Alicense-qualityBmaintenanceProvides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.Last updatedMIT
- Alicense-qualityDmaintenanceMCP server for visual feedback, video direction, and QA assertions on web pages, enabling AI agents to read, reply, and resolve annotations in real time.Last updated4MIT
Matching MCP Connectors
Build an AI chatbot from your own content that answers with citations: FAQ, docs, coach, support.
Lens.org patent + scholarly search (free academic key required)
- Sets up a camera orbiting a target object for a 360° turntable animation, ideal for showcasing models and avatars.MIT
- Maps a source file's structure: imports, exports, classes with methods, and top-level functions, each with line numbers to jump directly to the code. Use to quickly understand an unfamiliar file before reading.AGPL 3.0
- Get the full heading hierarchy of a markdown file with line numbers. Locate sections quickly, then read only the relevant section.AGPL 3.0
- Retrieve the full markdown for a specific regional or sector lens to access specialist context for strategic-risk tasks. Use after listing available lenses.MIT
- Search the web and receive a list of relevant pages with titles and snippets. Narrow results by domain, site, country, language, or time range.MIT
- Walk a directory recursively to retrieve a JSON overview of code files (with classes and functions) and document outlines, skipping non-source directories.AGPL 3.0
- Locate definitions of functions, classes, and symbols across your codebase by name, without grepping.AGPL 3.0
- Generate AI images from text prompts using Google's Nano Banana model. Create photorealistic or artistic visuals by providing detailed descriptions of subjects, atmosphere, lighting, and composition.MIT
- Retrieve a complete list of all functions in a source file, including nested and class methods, with reconstructed signatures. Use the output to select a line range to read or fetch a single function body.AGPL 3.0
- Retrieve a Kibana saved object by type:id reference, decode embedded JSON fields, and resolve referenced object titles. Requires read access to .kibana indices.ISC
- Get a prioritized task list for builders, scanning territory for tile improvements like pillaged tiles, resources, and empty tiles. Call it each turn to assign builders efficiently.MIT
- Fetch optical prescriptions (glasses/lenses) from E-Nabız by year range. Optionally filter by type. Requires authentication.MIT
- List your Kagi account's active and inactive lenses with stable numeric IDs. Use an active ID to set the lens parameter for searches.MIT
- Verifies Streamfog bridge connectivity, loaded lens count, and recent errors to confirm the bridge is ready for lens operations.MIT