Skip to main content
Glama
ketankshukla

SpendGuard AI

by ketankshukla
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

SpendGuard AI

A production-shaped MCP portfolio application. SpendGuard AI helps a FinOps team investigate cloud-spend anomalies, draft a savings action, obtain independent approval, execute it through a safe simulated provider, survive retries and restarts, and produce an authoritative receipt plus operational evidence.

The default provider is simulated and deterministic. This public portfolio never spends money, mutates a real cloud account, exposes customer data, or requires a real cloud credential.

Live

Related MCP server: AWS FinOps MCP Server

Monorepo Layout

apps/web           Next.js App Router product (marketing + product UI, MCP transport, AI host)
services/risk-engine  Independently deployable Python MCP server (proposal scoring, simulation)
packages/           domain, contracts, db, auth, policy, mcp-server, mcp-host, registry, config, ...
docs/               implementation-plan.md, worklog.md, ADRs, runbooks

Local Development

pnpm install
pnpm turbo lint typecheck test build
pnpm --filter web dev

Requires Node.js >= 20, pnpm (via Corepack or npm install -g pnpm), and — for the Python risk service — Python 3.14 and uv.

Status

See docs/implementation-plan.md for phase-by-phase status and docs/worklog.md for a running log of decisions, commands, and results.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • AWS FinOps MCP Server

    prashantgupta123
    A
    license
    B
    quality
    D
    maintenance
    Provides a comprehensive suite of 76 tools for AWS cloud resource optimization, cost management, and infrastructure monitoring. It enables users to identify unused resources, analyze cost trends, right-size capacity, and maintain security compliance through natural language.
    76
    MIT

  • AWS FinOps MCP Server

    ravikiranvm
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language analysis of AWS costs, automated FinOps waste audits, and budget monitoring across multiple profiles and regions while keeping credentials secure locally.
    182
    MIT
  • Synlake MCP Server by Synlake-ai

    Synlake MCP Serverofficial

    Synlake-ai
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to discover, evaluate, and provision cloud infrastructure across AWS, GCP, and Azure with cross-cloud normalization, cost comparisons, and deployable execution kits.
    5
    8 npm
    MIT

  • AWS FinOps MCP Server

    am2308
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables natural language analysis of AWS cloud costs, waste audits, and budget insights across multiple profiles and regions.
    MIT