io.github.imkemit-ops/comparedge-llm-cost
ComparEdge LLM Cost
Is the ComparEdge LLM Cost MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.
Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
alive probed 2026-11-15 · unchanged since 2026-11-01
- Run it
- npx -y @comparedge/llm-cost-mcp@1.0.0 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- comparedge-llm-cost-mcp 1.0.0
- Capabilities
- prompts, tools
- Instructions
- none
- Of a 1M window
- 0.3 % of a 1M context window
- Count
- 3.1k tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 3.2k. The o200k_base estimate is 1.9k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/comparedge/llm-cost-mcp
- Website
- https://comparedge.com/llm-calculator
- Registry
- active, updated 2026-07-11 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.64×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| estimate_cost | 731 | 445 | 24 % |
| compare_models_cost | 554 | 337 | 18 % |
| monthly_budget | 550 | 335 | 18 % |
| cheapest_models | 496 | 302 | 16 % |
| list_models | 435 | 265 | 14 % |
Compare this server with others.
More servers
Other registry entries on npmjs.com, the ones next to this name; all of them.
- io.github.img-src-io/mcp · alive
- io.github.imgul/notion-arena · alive
- io.github.imharikumaran/altimateguide · alive
- io.github.imkath/gmail-tidy-mcp · alive
- ComparEdge io.github.imkemit-ops/comparedge-mcp · alive
- ComparEdge Price Watch io.github.imkemit-ops/comparedge-price-watch · alive
- MITRE ATLAS MCP Server io.github.imouiche/mitre-atlas-mcp-server · needs env
- io.github.imouiche/mitre-attack-mcp-server · needs env
Servers that mention comparedge or cost.
- ComparEdge Pricing io.github.comparedge/pricing-api · alive
- Inside Ads ad.inside/inside-ads · alive
- Brainy Prices — UAE Cost of Living ae.brainy/grocery-prices · alive
- Cloud World Model ai.cloudworldmodel/cloud-world-model · alive
- delega.ai for AWS Pricing Calculator ai.delega/aws-pricing-calculator · needs auth
- FastMetal ai.fastmetal/fastmetal · needs auth
- OpenMayhem ai.openmayhem/openmayhem · needs auth
- ai.plith/plith · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-25 06:53 | alive | 83 ms | 6 | 3.1k | 1.9k |
| 2026-10-18 06:41 | alive | 114 ms | 6 | 1.9k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.