CostBench
Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http costbench 'https://costbench.com/mcp'
{
"mcpServers": {
"costbench": {
"type": "http",
"url": "https://costbench.com/mcp"
}
}
}
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
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.
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/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.pageURL a response returns, not the bare number.
License
MIT
Frequently asked questions
What is CostBench?
Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products.
How do I install CostBench?
It runs as a remote server. In Claude Code: claude mcp add --transport http costbench 'https://costbench.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does CostBench need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is CostBench open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains CostBench?
It is published by aadilr. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.