finance MCP Server
The Google for AI agents — give Claude the power to research any company, analyze competitors, and track market trends. 6 tools, 5+ data sources, confidence-scored JSON. pip install scout-intel-mcp
Discovered via list:awesome-mcp-servers-punkpeye and last synced 3mo ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
Market research: size, CAGR, key players, trends, growth drivers, risks
`scout_company`
2x
string
string
Features
uvicorn
Type
`scout_competitors`
Supplementary
Default
HTTP endpoints for testing
string
Confidence
Cache hit/miss statistics
Auto
Wikipedia API
Public figure research: role, background, achievements, social profiles
Method
Auto
NewsAPI.org
API Key?
string
No
Pydantic 2.x
Trend tracking: sentiment analysis, key developments, trending direction, related topics
string
string
Yes
Async web scraping
Free
`scout_product`
string
string
No
DuckDuckGo (ddgs)
What It Does
3x
Price
First-party data, most current
Clear all cached responses
integer
+----------------+ +----------------+ ``` ### Exponential Backoff (DuckDuckGo) DuckDuckGo's free API has rate limits. Scout MCP handles this with adaptive backoff: ``` Success : interval = 2s (base) Failure 1: interval = 4s Failure 2: interval = 8s Failure 3: interval = 16s Failure 4: interval = 32s Failure 5: interval = 48s (cap) Next success: interval resets to 2s ``` Each call also retries once before giving up. Monitor backoff status at `GET /api/health`. ### Competitor Extraction Engine The competitor extraction uses 6 regex pattern categories with 350+ stop words: 1. **VS patterns** — "X vs Y" matching 2. **Comma/and-separated lists** — "alternatives include X, Y, and Z" 3. **Numbered/bulleted lists** — "1. Asana 2. Monday 3. ClickUp" 4. **Header patterns** — "Asana -- project management tool" 5. **Contextual patterns** — "like X" or "such as X" 6. **Title-cased names** — capitalized product names near competitor context Multi-word validators reject: article titles, verb-prefixed names, pronoun-prefixed names, role-suffixed names, probable person names, mega-corp parent names, and platform names. --- ## Configuration ### Environment Variables
Technology
In-memory dict (24h TTL)
Free tier
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