Schema | Vybsly MCP

Vybsly MCP

Describes the environment variables required to run the server.

Name	Required	Description	Default
`VYBSLY_API_KEY`	No	Your API key (optional for free tier)
`VYBSLY_BASE_URL`	No	API base URL	https://vybsly.ai/api/v1

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Features and capabilities supported by this server

Protocol revision2025-11-25

Functions exposed to the LLM to take actions

Name	Description
vybsly_searchA	Full-content web search across 29M+ pages. Returns up to 30K chars per result — perfect for RAG and agent context. Supports strict-mode filters (research/news/educational) and federation with encyclopedia.
vybsly_knowledgeA	Federated search: web index + structured encyclopedia in one call. Returns results tagged by source (vybsly/vybpedia). Best for factual questions needing both breadth (web) and authority (encyclopedia).
vybsly_extractA	Extract full content from any URL with JavaScript rendering. Returns clean markdown/text, title, description, images, and links. Works on React/Vue SPAs. Use when you need content from a specific URL.
vybsly_askB	Ask a question, get a sourced AI answer (like Perplexity). Returns a synthesized answer plus the source URLs used.
vybsly_stocksA	Live stock prices for one or more ticker symbols. Auto-saves to historical almanac for trend lookups.
vybsly_cryptoC	Live cryptocurrency prices and market data.
vybsly_weatherA	Current weather and 5-day forecast for a city.
vybsly_newsA	Recent news articles with publish dates. Use for time-sensitive queries.
vybsly_oddsA	Live sports betting odds from multiple bookmakers (FanDuel, DraftKings, BetMGM). Useful for sports analysis.
vybsly_geocodeB	Convert a street address or place name into latitude/longitude coordinates.
vybsly_directionsC	Get turn-by-turn driving directions between two places.

Interactive templates invoked by user choice

Name	Description
`research-brief`	Produce a research brief on a topic using peer-reviewed sources (arXiv, Nature, PubMed) via Vybsly research mode.
`daily-news-digest`	Build a dated digest of the most recent news on a topic (last 24h by default).
`competitor-analysis`	Compare a company against its top competitors using full-content web results.
`fact-check`	Fact-check a specific claim with sourced evidence and a verdict.
`local-guide`	Build a practical local guide for a place — things to do, current weather, and a map link.
`market-snapshot`	Build a quick snapshot of one or more tickers: price, day move, and latest headlines.

Contextual data attached and managed by the client

Name	Description
`Vybsly API reference`	Full self-describing API documentation (all 30+ endpoints with parameters and examples).
`Live index statistics`	Current page, image, and video counts in the Vybsly index.
`MCP tool catalog`	List of every tool this server exposes, with descriptions and input schemas.
`Search syntax and filter guide`	How to use strict mode, research/news/educational filters, source filters, and the agent mode.

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