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CostBench MCP Server

CostBench MCP Server

by aadilr

CostBench MCP Server

Verified software-pricing intelligence for any MCP client — true costs, hidden fees, negotiation data, price history, side-by-side comparisons, a dated price-change feed, and total cost of ownership for 3,390+ products. Read-only, free, no API key, no signup.

Powered by CostBench.com. Every figure the server returns carries its source and date — the data is only as trustworthy as its provenance, so CostBench publishes the provenance with each number. Responses include an attribution field and per-entity links back to the sourced page.

Tools

Tool

Description

get_pricing

Full sourced pricing record for a product: tiers, hidden costs, contract terms, market data, sentiment, negotiation tips, TCO scenarios, and price history — each claim with its sources. Args: slug, optional depth (summary|full).

get_hidden_costs

The documented hidden / implementation / add-on costs (uplifts, onboarding fees, overages), each with a sourced quote + date. Args: slug.

get_negotiation_tips

Sourced negotiation tactics with success-likelihood. Args: slug.

get_price_history

Per-quarter price snapshots + trend — has the price changed? Args: slug.

compare_software

Side-by-side pricing for 2–4 products (starting price, median annual cost, free tier, ratings). Args: slugs (array).

discover_software

Find products by category, maxPrice, hasFreeTier. Returns matching slugs to look up.

calculate_tco

Total cost of ownership for a product and team size: sourced line items, year-one + multi-year totals, effective per-seat cost. Args: slug, seats, optional tier, termYears.

estimate_llm_cost

Cost of an LLM/API workload (input + output tokens) for a usage-priced provider, from its real rate card. Args: slug, inputTokens, outputTokens, optional model.

get_price_changes

Recent pricing changes CostBench detected against vendor pricing pages — dated, before/after bands, source link. Args: optional slug, category, days (default 30), limit (default 25). Same data as the public feed at https://costbench.com/data/pricing-changes.json.

All tools are read-only (readOnlyHint: true). Products are addressed by slug (e.g. salesforce, microsoft-teams, openai-api); use discover_software if you don't know one.

Related MCP server: Shortlist Price Index MCP

The server is hosted at https://costbench.com/mcp using streamable HTTP transport (MCP spec 2025-03-26). If your client supports remote MCP servers, point it straight at the endpoint:

{
  "mcpServers": {
    "costbench": {
      "type": "streamable-http",
      "url": "https://costbench.com/mcp"
    }
  }
}

Claude Code:

claude mcp add --transport http costbench https://costbench.com/mcp

Option 2 — Local stdio server (this package)

For clients that only speak stdio, this package bridges stdio ↔ the hosted endpoint:

{
  "mcpServers": {
    "costbench": {
      "command": "npx",
      "args": ["-y", "github:aadilr/costbench-mcp"]
    }
  }
}

Or clone and run directly:

git clone https://github.com/aadilr/costbench-mcp.git
cd costbench-mcp
npm install
node index.js

Option 3 — Agent Skill / Claude Code plugin

This repo doubles as an Agent Skill and Claude Code plugin.

Any skills-capable agent (Claude Code, Codex CLI, Cursor, Gemini CLI, Copilot, and more):

npx skills add aadilr/costbench-mcp

Claude Code plugin (bundles the MCP server + the skill):

/plugin marketplace add aadilr/costbench-mcp
/plugin install costbench@costbench

The software-pricing skill prefers the MCP tools when connected and otherwise falls back to a bundled script (skills/software-pricing/scripts/pricing.sh) that talks to the hosted endpoint over plain HTTPS — no MCP client required.

Option 4 — Docker

docker build -t costbench-mcp .
docker run -i --rm costbench-mcp

Quick test

# List the tools
curl -X POST https://costbench.com/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'

# Get pricing for a product
curl -X POST https://costbench.com/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"get_pricing","arguments":{"slug":"salesforce","depth":"summary"}}}'

The get_pricing call above returns a record like:

{
  "slug": "salesforce",
  "name": "Salesforce",
  "category": { "slug": "crm", "name": "CRM" },
  "priceRange": { "low": 0, "median": 100, "high": 550, "currency": "USD" },
  "priceUnit": "user/month",
  "tiers": [
    { "name": "Starter Suite", "priceMonthly": 25, "priceAnnual": 300, "priceUnit": "user/month" },
    { "name": "Pro Suite", "priceMonthly": 100, "priceAnnual": 1200, "priceUnit": "user/month" }
  ],
  "attribution": "Source: CostBench (https://costbench.com) — verified, sourced software pricing intelligence."
}

What's in the data

Products

3,390+

Categories

255

Comparisons

5,850+

Coverage

Tiers, hidden costs, contract terms, negotiation data, price history, TCO, LLM rate cards

Each field carries a license marker (owned | restricted): CostBench's own sourced research is owned; a small number of third-party market-data medians are restricted — surfaceable to a user but not licensed for commercial redistribution.

Environment variables

Variable

Default

Purpose

COSTBENCH_MCP_URL

https://costbench.com/mcp

Override the upstream endpoint

Privacy & limits

  • No authentication or account required. All tools are read-only — the server never writes anything.

  • Per-IP rate limiting: 60 requests/minute.

  • Data is sourced and dated; cite the links.page URL a response returns, not the bare number.

License

MIT

Available Tools

2 tools
get_hidden_costsA
Read-only
Inspect

The documented hidden/implementation/add-on costs of a product (uplifts, onboarding fees, overages), each with a sourced quote + date. The "what they don't tell you" answer.

Inputs: slug (required).

get_negotiation_tipsC
Read-only
Inspect

Sourced negotiation tactics for a product with success-likelihood (how to get a discount).

Inputs: slug (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.5/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have clearly distinct purposes: one surfaces hidden costs, the other provides negotiation tactics. There is no overlap in functionality.

    Naming Consistency5/5

    Both tools follow a consistent 'get_' prefix with descriptive noun phrases ('hidden_costs', 'negotiation_tips'), forming a clear and predictable pattern.

    Tool Count3/5

    Only two tools is minimalist but reasonable for a highly specialized server focused on cost revelation and negotiation tips. However, the narrow scope may limit usability in broader cost analysis workflows.

    Completeness3/5

    The tools cover two key aspects of cost benchmarking—hidden costs and negotiation—but lack potentially important operations like listing products, comparing prices, or tracking cost changes over time.

    Maintenance

    ActivityStale
    ResponsivenessNo recent community issues

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