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CostBench

R0· no sign-in

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

v1.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality80good
Trust92of 100
Uptime, 30 days97%
Latency p50572 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "costbench": {
      "type": "http",
      "url": "https://costbench.com/mcp"
    }
  }
}
claude mcp add --transport http costbench https://costbench.com/mcp
[mcp_servers.costbench]
url = "https://costbench.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "costbench": {
      "type": "remote",
      "url": "https://costbench.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "costbench": {
      "type": "http",
      "url": "https://costbench.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=costbench&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY29zdGJlbmNoLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "costbench": {
      "type": "http",
      "url": "https://costbench.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "costbench": {
      "httpUrl": "https://costbench.com/mcp"
    }
  }
}
extensions:
  "costbench":
    enabled: true
    name: "costbench"
    type: streamable_http
    uri: "https://costbench.com/mcp"
    timeout: 300

Quality 80 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations9 of 9 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: compare_software (destructiveHint, idempotentHint); get_pricing (destructiveHint, idempotentHint); get_negotiation_tips (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 1,344 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes8 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 1,344 tokens to load them all · tool set cea50d560c3d · tools last changed 2026-10-13 · checked 2026-10-20 18:38 UTC

Tool changes

  • estimate_llm_costchangedinput schema
  • calculate_tcochangedinput schema
  • discover_softwarechangeddescription, input schema
    before

    Find software products by criteria (category, max price, free tier). Returns matching slugs to look up.

    after · 62% of words in common

    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.

  • compare_softwarechangedinput schema
  • get_price_historychangedinput schema
  • get_negotiation_tipschangedinput schema
  • get_hidden_costschangedinput schema
  • get_pricingchangedinput schema

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 92 / 100

provenance85
liveness99
freshness85
hygiene100

+repository +dns-namespace +website +reachable +uptime-97% ~updated-57d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://costbench.com/mcp streamable-httpnoneyes97%572 ms2025-03-262026-10-20

Tools (9)

calculate_tcoread-onlyTotal 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.
compare_softwareread-onlySide-by-side pricing comparison of 2–4 products (starting price, enterprise tier, median annual cost, free tier, ratings).
discover_softwareread-onlyFind 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.
estimate_llm_costread-onlyEstimate 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_hidden_costsread-onlyThe 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-onlySourced negotiation tactics for a product with success-likelihood (how to get a discount).
get_price_changesread-onlyRecent 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.
get_price_historyread-onlyDated 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.
get_pricingread-onlyFull 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.costbench/mcp",
  "title": "CostBench",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://costbench.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "repository": {
    "url": "https://github.com/aadilr/costbench-mcp",
    "source": "github"
  },
  "websiteUrl": "https://costbench.com",
  "description": "Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products."
}