com.modelpricewatch/mcp
REMOTE · MODELPRICEWATCH.COM · 2 COMPONENTS · SCANNED AUG 3
Live LLM API pricing: token prices, comparisons, cheapest-model lookups. No key required.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security66
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 5 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability80
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 635 tokens (~127/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · modelpricewatch.com
claude mcp add --transport http com-modelpricewatch-mcp https://modelpricewatch.com/mcp
[mcp_servers.com-modelpricewatch-mcp] url = "https://modelpricewatch.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"com-modelpricewatch-mcp": {
"type": "remote",
"url": "https://modelpricewatch.com/mcp",
"enabled": true
}
}
} openclaw mcp add com-modelpricewatch-mcp --url https://modelpricewatch.com/mcp --transport streamable-http
mcp_servers:
com-modelpricewatch-mcp:
url: "https://modelpricewatch.com/mcp" {
"mcpServers": {
"com-modelpricewatch-mcp": {
"type": "http",
"url": "https://modelpricewatch.com/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 2 Aug 26 +1
- “get_model_pricing” reworded the description of “model_id” cosmetic
1 cosmetic change on this day. Switch on “Show cosmetic changes” to see it.
- 1 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 31 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 −2
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 29 Jul 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Jul 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Jul 26 66
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Probed https://modelpricewatch.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=modelpricewatch.com | CN=WE1,O=Google Trust Services,C=US | 24 Jun 2026 | 22 Sept 2026 | ECDSA 256 | ECDSA-SHA256 | e1b39a2ea68c24ea139fbbe63563d90e |
| SANs: modelpricewatch.com, www.modelpricewatch.com, *.www.modelpricewatch.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
DNSSEC secure
Validation of modelpricewatch.com. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| modelpricewatch.com. | present | 2371 | 13 | Verified |
| modelpricewatch.com. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=15552000 |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://modelpricewatch.com/mcp | Verified | 200 | |
| http (plaintext) | http://modelpricewatch.com/mcp | HTTPS enforced | 301 | https://modelpricewatch.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
cheapest_models Find cheapest models ~164
Find the cheapest current models, ranked by input price, output price, or a blended cost. The generic ranking covers generative text models (embeddings, OCR and realtime models are excluded — they price different work); pass category to rank a specific pool instead, e.g. 'embedding'. Use to answer 'what is the cheapest model for <use case>'.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Filter by category, e.g. flagship, reasoning, budget, coding, embedding. |
| limit | number | — | How many to return (default 10, max 50). |
| open_source | boolean | — | If true, only open-source models. |
| sort_by | string | — | Ranking metric: 'input', 'output', or 'blended' (default 'blended'). |
No output schema declared.
No examples provided.
compare_models Compare models ~66
Compare 2–5 models side by side on price, context window, and capabilities, with a verdict on which is cheapest for input, output, and a typical blended workload.
| Name | Type | Req | Description |
|---|---|---|---|
| model_ids | array | yes | List of 2–5 model ids to compare (from search_models). |
No output schema declared.
No examples provided.
get_model_pricing Get model pricing ~103
Get full pricing and capability details for one model by its id (from search_models). Returns input/output/cached price per 1M tokens, blended cost, context window, modality, release date, and the modelpricewatch.com page URL.
| Name | Type | Req | Description |
|---|---|---|---|
| model_id | string | yes | The model id, e.g. 'anthropic-claude-opus-4-8' or 'openai-gpt-5-5'. Get ids from search_models. |
No output schema declared.
No examples provided.
list_providers List providers ~35
List all tracked AI model providers (OpenAI, Anthropic, Google, etc.) with a short description and their pricing page.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
search_models Search models ~181
Search the live LLM pricing database by model name, provider, or id. Returns matching models with current input/output prices (USD per 1M tokens), context window, modality, and category. Use this to answer 'how much does <model> cost' or 'what models does <provider> offer'.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Filter by category, e.g. flagship, reasoning, budget, coding, embedding, fast, mid-tier. |
| limit | number | — | Max results (default 20, max 50). |
| open_source | boolean | — | If true, only open-source/open-weight models; if false, only proprietary. |
| query | string | — | Free-text match against model name, provider, or id (e.g. 'claude', 'gpt-5', 'gemini flash'). Omit to list all. |
No output schema declared.
No examples provided.