AI Wave
https://aiwave.elopstudio.com/api/mcp ↗
Description
AI model releases, price changes and deprecations in one feed, merged from four sources.
What our measurements say
AI Wave is a remote MCP server published at aiwave.elopstudio.com. It has been probed 12 times since 9/12/2026. It answered in 12 of them (100.0%), a near-uninterrupted record. Median response time is 1,400 ms, a delay an agent will notice. It offers a narrow, focused set of 6 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are descriptive and indicate clear purposes.
- Descriptions explain use cases effectively, not just functionalities.
- Parameters are logically named with clear types and required flags.
Weaknesses
- Some parameters (e.g., 'minIntelligence') lack context for valid values.
- Descriptions occasionally omit explicit error conditions or constraints.
- Parameter 'sortBy' in 'search_models' lacks examples of valid inputs.
search_models— Parameter 'sortBy' lacks clarification on acceptable values (e.g., 'math', 'coding').get_price_history— No explicit mention of error handling for invalid model IDs.
Verdict
Event narrative
Sign up free to generateRaw observations
| Run | Era | Modern |
|---|
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 328ms → warm 318ms (penalty 10ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_model_changesChanges across AI models — new releases, price changes, API changes and deprecations. Normalized from vendor release notes, Hugging Face, the OpenRouter catalog and GitHub, deduplicated per model, each marked official or pending review. Poll with `since` (unix seconds) and feed the returned `latest` back next time.
sincenumbertypestringmodelstringlimitnumber
get_modelPricing, context length and catalog status for one model. Accepts an OpenRouter id (anthropic/claude-opus-5) or a Hugging Face repo id.
idstringrequired
get_price_historyPrice history for one model — when the price changed and to what. The public catalog only exposes the current price, so this answers 'was this cheaper last month?'. Each entry holds until the next one. History starts when AI Wave began recording, not when the model launched.
idstringrequired
search_modelsShortlist models by budget, context and capability, ranked by measured performance. Use this to answer 'which model should I use for X' — it returns benchmark scores alongside price so the trade-off is visible in one call. Sort by a subject (math, coding, science, reading) to find a model good at one thing.
vendorstringmaxInputPricenumberminContextnumberminIntelligencenumbersortBystringlimitnumber
compare_modelsPut two or more models side by side — price, context, benchmark scores per subject, and what each costs per month at a given volume. Use this instead of calling get_model repeatedly: it aligns the fields and marks which subjects a model has not been tested on, so a missing score is not read as a low one.
idsarrayrequiredmonthlyMillionTokensnumber
estimate_costWhat one model costs per month at a given token volume, in USD and KRW. Token prices are per million and hard to reason about directly; this turns them into a monthly bill. Input and output are mixed 75/25 unless you pass your own split.
idstringrequiredmonthlyMillionTokensnumberinputSharenumber
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.0.0
- Supported versions: — → 2024-11-05
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/com-elopstudio-aiwave-ai-wave)<a href="https://mcpmetrics.io/servers/com-elopstudio-aiwave-ai-wave"><img src="https://mcpmetrics.io/badge/com.elopstudio.aiwave/ai-wave/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeSimilar MCP servers
The catalog entries whose name and description are closest to this one, found with the same index the search box uses.
- Official OpenAI Announcements & Model Releases — buy per-query in-session (openaiwatch)a2awire.com
OpenAI announcements: models, releases, news. $0.01/query. Register in-session — free testnet funds.
- carsensor Price Range MCP Server for AI Agentswoolen-snake--carsensor-price-range-mcp.apify.actor
Get a used car's market-price range (min/max/median) by model and year from carsensor.net.
- RedStone MCPmcp.redstone.finance
Real-time and historical cryptocurrency price data from RedStone oracle infrastructure. 1,300+ assets, 110+ chains, no API key required. Powered by 50+ DEX and 30+ CEX sources with $4.943B Total Value Secured.
- Wikipedia Recent Changeswikipedia-recent-changes-mcp.atlasword.workers.dev
Live Wikipedia edit feed, page summaries, trending pages, and Wikidata search.
- Breaking Changes & Migration Dataagentdataapi.onrender.com
What breaks when you upgrade a package, and what to use instead - from official docs.
- SAJU (Korean Fortune Teller)sajufromseoul.com
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, Five Elements balance, Day Master (일간) profiles, stem/branch reference, and Day Master compatibility. Deterministic math, zero API keys, no outbound fortune API calls. Use sajufromseoul.com for full narrative readings and disclaimers.
Comments
Sign in to write a comment
No comments yet. Be the first.