10 actions in 6 pieces of software · ranked by words, meaning and measured trust · 561 ms

1. 1Finance Research MCPverified and signedpassport

   MCP serverrecord

   • FinanceMCP_kg_entity

     Resolve a company, fund, person, lender, AI lab, theme or sector to knowledge-graph node ids. Accepts a ticker (GOOG and GOOGL are one node), CIK, node id (cik:1045810, fund:2012383, lab:openai, lender:mufg-bank, sector:3674, theme:ai-link-5), or a name (case, punctuation and Inc/Corp/Ltd/Holdings/G

   • FinanceMCP_business_profile

     What the company actually DOES: revenue mix (product / geography / segment), operating KPIs (store counts, ARPU, GRM, capacity utilisation, etc.), market share and capex allocation by segment. The starting point for a business/moat/SWOT study. Args: symbol: Value for symbol.

   • FinanceMCP_search_documents

     Semantic search over the indexed document corpus: earnings-call transcripts (Q&A level) and presentations, annual reports, credit-rating rationales, corporate announcements, XBRL filings. Filter by symbol, doc_types, and date range (YYYYMMDD ints — note: undated docs like announcements are excluded

   • FinanceMCP_topic_timeline

     How a topic EVOLVED across quarters for one company: retrieves the best chunk(s) from each of the last N periods separately (one search per quarter, newest first), so every period is represented. Use for questions like 'how did margin guidance change over the last 2 years' or 'track capex commentary

2. 2Finance MCP Aggregatorfound in code, not yet checkedno passport yet
   • search_finance_tools

     Find the finance tools most relevant to a natural-language request.

3. 3Finance MCP Serverfound in code, not yet checkedno passport yet
   • aggregate_finance_data

     Run a MongoDB aggregation pipeline against a finance collection.

4. 4Finance MCP Serverfound in code, not yet checkedno passport yet

   MCP serverbotextractai/ai-mcp-server-client-fastmcp

   • fetch_quarterly_financials

   • fetch_annual_financials

5. 5finance-mcpfound in code, not yet checkedno passport yet
   • finance_news

     Search Yahoo Finance for ticker/company news and matching securities.

6. 6finance-mcpfound in code, not yet checkedno passport yet

   MCP serverxyonium/finance-mcp

   • get_financial_report

     Financial statements (rows per reporting period, newest first).