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Glama
callbk

finlight-mcp

by callbk
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
FINLIGHT_API_KEYYesYour finlight API key from app.finlight.me

Instructions

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.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_articlesA

Search for financial news articles. Returns market-relevant news enriched with sentiment analysis and optional company entity tagging.

Key features:

  • Advanced query language with boolean operators (AND, OR, NOT) and field filters (ticker:AAPL, source:reuters.com)

  • Filter by stock tickers, countries, categories, sources, date ranges, and language

  • Each article includes sentiment analysis (positive/negative/neutral) with confidence scores

  • Optional full article content and tagged company entities (requires subscription)

Response includes: title, summary, publishDate, source, language, sentiment, confidence, and optionally content and companies array.

get_article_by_linkA

Retrieve a specific financial news article by its URL from the Finlight database.

Use this when you have an article URL and want to get its full details including:

  • Title, summary, and publication date

  • Source domain and language

  • Sentiment analysis (positive/negative/neutral) with confidence score

  • Optionally: full article content and tagged company entities

This is useful for getting details about a specific article you found elsewhere or for enriching article data with sentiment and entity information.

list_sourcesA

Get a list of all available news sources.

Returns metadata for each source including:

  • domain: The source website domain (e.g., "www.reuters.com")

  • isDefaultSource: Whether this source is included by default in search results

  • isContentAvailable: Whether full article content can be retrieved for this source (requires subscription)

Use this to discover available sources before filtering with the search_articles tool. Default sources are high-quality financial news outlets included automatically. Non-default sources can be added using the optInSources parameter in search_articles.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
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TDQS

A4.4/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct function: search_articles performs query-based search with advanced filters, get_article_by_link retrieves a specific article by URL, and list_sources provides metadata on available news sources. There is no overlap or ambiguity between them.

Naming Consistency5/5

All three tools follow the same verb_noun pattern: search_articles, get_article_by_link, list_sources. This is perfectly consistent and predictable, making the tool surface easy to navigate.

Tool Count5/5

Three tools is well-scoped for a financial news article service. Each tool covers a distinct, necessary operation (search, retrieve by URL, list sources) without redundancy or unnecessary bloat.

Completeness5/5

The tool set covers the full lifecycle of accessing articles: discovering sources, searching/filtering articles, and retrieving full details by URL. There are no obvious missing operations for the stated purpose of financial news lookup with sentiment analysis.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources