Optimal-path problem solving for AI agents: web search, code tracing, Newton-method investigation.
Optimal-path problem solving for AI agents: web search, code tracing, Newton-method investigation.
The method is not invented here — it is assembled from primary sources: Newton's Analysis→Synthesis skeleton, hardened with the scientific method's own defenses against wrong assumptions (falsification, strong inference, competing-hypotheses analysis, anti-fixation reframes, pre-mortems) and constrained by engineering discipline (NASA/JPL's Power of Ten, surgical-change guidelines, the minimalism ladder). Every source is cited in Foundations.
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| Tool | What it does |
|---|---|
| inquisitor_search | Multi-backend web search (DuckDuckGo free/keyless, Brave, SearXNG) with content extraction (HTML + PDF) |
| inquisitor_analyze | Project overview: languages, frameworks, tests, deps, git history |
| inquisitor_trace | Symbol tracing: definition, callers, callees with file:line refs |
| inquisitor_verify | Completeness check: every phase recorded? evidence cited? (semantic validation — contradictions, DEFINE satisfaction — stays with the agent) |
| inquisitor_scaffold | Minimal project scaffolding with researched best practices |
| Variable | Description | Required |
|---|---|---|
| BRAVE_API_KEY | Credential the server authenticates with. | Yes |
| SEARXNG_URL | Endpoint or connection string the server talks to. | Yes |
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
Web search and page extraction for agents, returned as readable text rather than raw JSON.
WebCat is an MCP (Model Context Protocol) server that provides AI models with: - 🔍 Web Search - Serper API (premium) or DuckDuckGo (free fallback) - 📄 Content Extraction - Serper scrape API…
SSRF-safe URL proof receipts, clean markdown, and SHA-256 change watch for agents.
Check how crawlers see a site, send new pages to search engines and AI crawlers, see crawl receipts.