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Glama
coolksrini

finpilot-mcp

by coolksrini

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
FINPILOT_API_KEYNoAPI key (fp_...). Omit for guest mode.
FINPILOT_GATEWAY_URLNoAuth Service URLhttp://localhost:8080

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
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
analyze_credit_reportB

Analyze credit report from CIBIL, Experian, or Equifax.

get_credit_healthC

Get current credit health summary.

analyze_portfolioB

Analyze investment portfolio from a CAS PDF or direct data.

optimize_loansC

Get loan optimization recommendations.

create_financial_planB

Create comprehensive financial plan based on goals and current situation.

Prompts

Interactive templates invoked by user choice

NameDescription
credit_report_analysisAnalyze your CIBIL, Experian, or Equifax credit report to find savings.
portfolio_health_checkAnalyze your mutual fund portfolio from an NSDL/CDSL/CAMS CAS PDF.
lamf_opportunity_finderFind Loan Against Mutual Funds opportunities to replace high-cost debt.
full_financial_health_checkComprehensive financial health check: credit, portfolio, debt, and financial plan.
lamf_expert_modeActivate LAMF specialist with current Indian market rates, haircuts, and lender details.
financial_advisor_promptAsk any financial question — credit, portfolio, loans, or financial planning. Use this for quick questions. For a full guided workflow, use one of the focused prompts: Analyze Credit Report, Portfolio Health Check, Find LAMF Opportunities, or Full Financial Health Check.

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.2/5.0

Scored across 5 tools

Disambiguation4/5

Tools cover distinct financial domains: credit health, credit report analysis, portfolio analysis, loan optimization, and financial planning. The pair get_credit_health and analyze_credit_report have slight overlap but are differentiated by scope (summary vs. detailed report).

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (get_, analyze_, optimize_, create_), using present tense verbs and clear nouns.

Tool Count5/5

With 5 tools, the server is well-scoped for a personal finance assistant, covering key areas without being bloated or too sparse.

Completeness3/5

Core personal finance areas are covered (credit, portfolio, loans, planning), but missing potentially important features like budgeting, expense tracking, or tax planning, which are common in financial tools.

Maintenance

ActivityStale
ResponsivenessNo issues