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Research

Scientific computing and academic tools.

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academic
381

google-flights

Search Google Flights for flight prices and schedules using browser automation. Use when user asks to search flights, find airfare, compare prices, check flight availability, or look up routes. Covers ALL airlines including Southwest (which no API can reach). Triggers include "search flights", "find flights", "how much is a flight", "flights from X to Y", "cheapest flight", "flight prices", "airfare", "flight schedule", "nonstop flights", "when should I fly".

borski
borski
research
open
academic
381

seats-aero

Search award flight availability across mileage programs via Seats.aero Partner API. Use when planning trips on points, searching for award flights, or comparing mileage costs across programs. Triggers on "award flight", "miles cost", "points for flights", "cheapest award", "seats.aero", "mileage program availability", "United miles", "Flying Blue", "Aeroplan", or any question about how many miles/points a specific flight costs.

borski
borski
research
open
astronomy-physics
381

atlas-obscura

Search Atlas Obscura for weird, wonderful, and hidden gem places near any destination. Find the interesting stuff, not boring plaques. Search by coordinates, get full details with descriptions and images.

borski
borski
research
open
academic
379

context-engine

Performs hybrid semantic/lexical search with neural reranking for codebase retrieval. Use for finding implementations, Q&A grounded in source code, and cross-session persistent memory.

Context-Engine-AI
Context-Engine-AI
research
open
academic
378

seo-audit

Run a full technical and on-page SEO audit on any website or page. Use when the user says "audit my site", "SEO check", "technical SEO review", "site health", "check my SEO", "what's wrong with my site", or provides a URL and asks for SEO feedback.

OpenClaudia
OpenClaudia
research
open
academic
378

serp-analyzer

Analyze Google search results (SERP) for any keyword. Use when the user says "analyze the SERP", "what ranks for", "SERP analysis", "competitive analysis for keyword", "content brief", "what's ranking", "search results for", "who ranks for", or asks about ranking content patterns for a keyword.

OpenClaudia
OpenClaudia
research
open
lab-tools
372

ln-312-review-findings-worker

Use when an evaluation coordinator needs normalized findings from target artifacts and research evidence.

levnikolaevich
levnikolaevich
research
open
lab-tools
372

ln-520-test-planner

Orchestrates test planning pipeline: research, manual testing, automated test planning. Use when Story needs comprehensive test coverage planning.

levnikolaevich
levnikolaevich
research
open
lab-tools
372

ln-627-observability-auditor

Checks structured logging, health checks, metrics collection, request tracing, log levels. Use when auditing observability.

levnikolaevich
levnikolaevich
research
open
academic
371

doc-reader

Read and navigate external documentation efficiently. Invoke when the task requires checking how a specific function, endpoint, or configuration option works; when the user references an API, SDK, library, or third-party tool by name; when any docs URL or documentation site is mentioned; or when implementing something that depends on an external service or package.

mintlify
mintlify
research
open
academic
371

meta-analysis-execution

Perform meta-analysis on scientific studies to synthesize research findings and generate comprehensive reports with statistical summaries.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
academic
371

paper-q-a

Use when the user wants question-driven help on one paper, including paper understanding, follow-up questions, method or experiment clarification, limitation analysis, or comparison against related work in any language.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
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