CostBench MCP Server
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@CostBench MCP Server Get the pricing and hidden costs for Salesforce."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 |
| 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: |
| The documented hidden / implementation / add-on costs (uplifts, onboarding fees, overages), each with a sourced quote + date. Args: |
| Sourced negotiation tactics with success-likelihood. Args: |
| Per-quarter price snapshots + trend — has the price changed? Args: |
| Side-by-side pricing for 2–4 products (starting price, median annual cost, free tier, ratings). Args: |
| Find products by |
| Total cost of ownership for a product and team size: sourced line items, year-one + multi-year totals, effective per-seat cost. Args: |
| Cost of an LLM/API workload (input + output tokens) for a usage-priced provider, from its real rate card. Args: |
| Recent pricing changes CostBench detected against vendor pricing pages — dated, before/after bands, source link. Args: optional |
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
Option 1 — Remote endpoint (recommended, no install)
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/mcpOption 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.jsOption 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-mcpClaude Code plugin (bundles the MCP server + the skill):
/plugin marketplace add aadilr/costbench-mcp
/plugin install costbench@costbenchThe 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-mcpQuick 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 |
|
| 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.pageURL a response returns, not the bare number.
License
MIT
Available Tools
2 toolsget_negotiation_tipsCRead-onlyInspect
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
Scored across 2 tools
The two tools have clearly distinct purposes: one surfaces hidden costs, the other provides negotiation tactics. There is no overlap in functionality.
Both tools follow a consistent 'get_' prefix with descriptive noun phrases ('hidden_costs', 'negotiation_tips'), forming a clear and predictable pattern.
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.
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
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