CostBench
Verified pricing, hidden costs, negotiation data & TCO for 3,290+ software products.
Install
mcp_config.json
{
"mcpServers": {
"com-costbench-mcp": {
"url": "https://costbench.com/mcp",
"type": "streamable-http"
}
}
}Documentation
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
Sourced from the repository README.
More in AI & Agents
- PonytailMakes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.109,599
- AgentsMulti-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, and Google Antigravity39,079
- Frontend SlidesCreate beautiful slides on the web using a coding agent's frontend skills28,060
- Agent Skills Search ServerSearch and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.24,658
- Agency Agents Zh🎭 267 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具,覆盖工程/设计/营销/金融等 20 个部门。含 52 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉等)。搭配编排器 agency-orchestrator,一句话即可让多位专家按 DAG 自动协作。19,868
- Watermarks RemoverStrip multi-vendor AI provenance marks: Unicode text hygiene, statistical rewrite hooks, and C2PA/metadata from PNG/JPEG/SVG/PDF/DOCX/HTML/MD17,822