CO

CostBench

com.costbench/mcp

Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products.

Yes, your AI can use this right now.Answered a live MCP handshake in 443 ms with no sign-in needed and exposes 9 tools.

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URL: https://costbench.com/mcp

9 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
get_pricingread-only

Full sourced pricing record for a software product: tiers, hidden costs, contract terms, market data, sentiment, negotiation tips, TCO scenarios, price history — every claim with its sources + a confidence/verification envelope.

get_hidden_costsread-only

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.

get_negotiation_tipsread-only

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

get_price_historyread-only

Dated per-quarter snapshots of a product's pricing page. Returns observations, NOT a trend figure — CostBench does not publish one, because diffing snapshots across renamed/restructured plan lineups is ~90% measurement artifact.

compare_softwareread-only

Side-by-side pricing comparison of 2–4 products (starting price, enterprise tier, median annual cost, free tier, ratings).

discover_softwareread-only

Find software products by name search or criteria (category, max price, free tier). Returns matching slugs to look up — use "query" to find the slug for a product name.

calculate_tcoread-only

Total cost of ownership for a product and team size: sourced line items (licenses with price escalation, benchmark implementation), year-one + multi-year totals, effective per-seat cost. The defensible "true cost for an N-person team" answer.

estimate_llm_costread-only

Estimate the cost of an LLM/API workload (input + output tokens) for a usage-priced provider (OpenAI, Anthropic, AWS Bedrock…) from its real rate card.

get_price_changesread-only

Recent software pricing changes CostBench detected against vendor pricing pages (increases, decreases, plan restructures) — dated, with before/after price bands and a source link. Filter by product slug, category, or lookback window. The "what changed lately" answer; each item links to the sourced record.

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