com.costbench/mcp · v1.1.0 · ai-and-media
CostBench is healthy: it completed an MCP handshake in 3405 ms and exposes 9 tools. It scores 60/100.
Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products.
Endpoint: https://costbench.com/mcp (streamable-http)
Repository · Website · JSON · Add to my inventory
| health | 17 / 25 |
| authEase | 15 / 15 |
| toolQuality | 15 / 15 |
| maintenance | 5 / 15 |
| adoption | 0 / 10 |
| usage | 0 / 10 |
| security | 8 / 10 |
Scoring v0.3, computed 2026-10-14T18:46:00.923Z.
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-14T18:45:55.642Z | Healthy | 3405 |
get_pricing | 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_costs | 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_tips | Sourced negotiation tactics for a product with success-likelihood (how to get a discount). |
get_price_history | 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_software | Side-by-side pricing comparison of 2–4 products (starting price, enterprise tier, median annual cost, free tier, ratings). |
discover_software | 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_tco | 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_cost | 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_changes | 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 r |