Explain an incident with evidence-backed markdown. Input an incident ID to receive a detailed explanation based on live infrastructure data.
Apache 2.0
306,577 tools. Last updated 2026-07-25 15:05
"An explanation or exploration of reasoning" matching MCP tools:
- Submit an answer for a practice exam question to receive deterministic grading with correct/incorrect status and detailed explanation.MIT
- Retrieve the reasoning contract, evidence-discipline rules, or operating instructions for strategic-risk analysis. Pass 'entrypoint' to obtain the main protocol markdown.MIT
- Render human-readable explanations of API changes from OpenAPI spec diffs. Produce migration notes, PR comments, changelogs, or Slack summaries.MIT
- Run a comprehensive threat assessment on any indicator: IPv4, IPv6, hostname, CIDR, or ASN. Returns threat level, score, explanation, and contributing factors with sources.Apache 2.0
- Execute a predictive query for a single entity and receive a model explanation for the prediction.MIT
Matching MCP Servers
- Alicense-qualityAmaintenanceEnables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.Last updated741MIT
- AlicenseAqualityBmaintenanceAdds a deep_reasoning tool that consults stronger reasoning models (e.g., DeepSeek R1) to produce full reasoning traces for complex problems, helping the agent shape and cross-check its answers.Last updated1MIT
Matching MCP Connectors
AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.
Find relevant security data from Sentinel data lake for building effective agents. More:aka.ms/s/de
- Check if a student's quiz answer is correct, returning the correct answer and explanation. Use after retrieving quiz content.Apache 2.0
- Decode an HTTP 402 payment challenge to reveal required payment amount, asset, chain, payee, and signing details. Paste the raw 402 body or header value.Sleepycat
- Grade your implementation against the intent spec. AI checks each outcome, constraint, and edge case, returning pass/fail with reasoning and an overall score.MIT
- Load an InfraDB branch graph into the oracle session before graph exploration or threat-model matching. For large graphs (1000+ nodes), encoding takes 2-5 minutes; returns immediately, check completion with oracle_graph_info.Apache 2.0
- Display the coverage map of strategy exploration, highlighting explored versus untried combinations. Filter by exploration goal to focus on specific objectives.Apache 2.0
- Document AI reasoning and decision-making for audit trails. Log analysis, plans, and observations without altering code.MIT
- Retrieve detected anomalies for a site, where metrics deviate significantly from their 7-day rolling average. Includes type, severity, deviation percentage, and AI explanation.MIT
- Get a plain-English explanation of risks associated with any Solana wallet or token address, helping you avoid scams and rug pulls.MIT
- Parse any PlantUML diagram line by line and receive a JSON explanation detailing the purpose of each source segment.LGPL 3.0
- Get a plain-English explanation of a strategy: what it does, risk profile, best market conditions.MIT
- Captures developer reasoning for file changes to clarify intent during code reviews, reducing false positives by extracting purpose from commit messages or prompting developers.MIT
- Finds similar design styles from Refero's catalog using a style identifier from prior search results. Enables follow-up exploration of related styles.MIT
- Distill concrete collaboration preferences from interaction examples to guide response structure, explanation style, and workflow decisions.MIT
- Search the web with natural language queries for open-ended exploration, complementing authoritative searches.Apache 2.0