Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.
Серверы с HTTPS-адресом: ничего не нужно ставить на компьютер, достаточно вставить ссылку в настройки клиента. Доступность проверяем по расписанию.
LLM Observability & Orchestration Agent: composes langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.
- Invoke: Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
- Selftest: FREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card
LLM Observability & Orchestration Agent (Langchain)
LLM Observability & Orchestration Agent (LangChain Community)
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
LangSmith-Traced LLM Orchestration Agent
LLM Orchestration Agent (Langchain Anthropic)
LLM Orchestration Agent (Langchain Core)
LLM Orchestration Agent (Langchain Openai)
LLM Orchestration Agent (Opentelemetry Api)
LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)
LLM Orchestration Agent (Python Jose): composes cryptography + langchain-core + mcp + opentelemetry-api + python-jose — crypto, orchestration, agent-protocol…
- Invoke: Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
- Selftest: FREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card
Cloudflare Workers MCP server: llm-output-quality-monitor
AI visibility analytics for brand mentions, citations, sentiment, and GEO reports
35-probe LLM/agent security red-team scan (injection, jailbreak, MCP abuse) with report.
LLM SEO and Agent Discoverability for B2B SaaS.
Measure whether AI assistants actually recommend a brand.
- Get Visibility Check: Collect the result of a measurement started with start_visibility_check. Returns status running while the providers are still answering, so poll every 20 to 30 seconds. When read
- Start Visibility Check: Measure whether a brand shows up when buyers ask AI assistants for a recommendation. Asks real buyer questions to OpenAI, Anthropic and Gemini and reports what they answered, n
Search your AI chat history (ChatGPT, Claude, Codex) from any MCP client.
Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.
Checks llms.txt, AI crawler access in robots.txt, and sitemap - with a 0-100 AI readiness score.
Any site's llms.txt: find the covering index, read its linked docs as markdown, search sections.
Create, validate and audit llms.txt, incl.
Create an llms.txt that stays useful.
- Generate Llms Txt: Crawlt bis zu 15 öffentliche HTML-Seiten einer Domain und erzeugt daraus einen fertigen llms.txt-Entwurf. Deterministisch: Es wird kein Sprachmodell aufgerufen, Beschreibungen stamm
- Validate Llms Txt: Prüft den Inhalt einer llms.txt gegen den Formatvorschlag von llmstxt.org: H1, Zusammenfassung, H2-Abschnitte, absolute Links, Duplikate, Links auf fremde Domains, Dateigröße und Ak
- Check Published Llms Txt: Ruft die live ausgelieferte /llms.txt einer Domain ab und prüft HTTP-Status, Content-Type und Inhalt. Nutzen Sie dies, um zu klären, warum PageSpeed Insights eine llms.txt be
Read-only search and discovery for the international llms.txt directory maintained by llmsmap.me.
LLMtoMD is the memory layer for AI coding agents.
- Convert Url: Convert a web page or a publicly reachable file URL into clean, AI-ready Markdown. Call this when the user gives you a link (article, docs page, or a PDF/Office/image file URL) and wants
- List Documents: List the documents in the user's LLMtoMD library, most recent first. Call this to discover what the user has stored, or to find a document_id before reading, searching, or asking about
- Get Document: Fetch a stored document's full Markdown by its document_id. Use the document_id returned by convert_url or list_documents. Call this when the user wants to read, summarize, or work with
Consent-based human matchmaking for peer advice, collaboration, and practical help.
Give any AI agent a shopping brain.
- Search: Search LMK products; returns citable results, each with a canonical LMK product-page URL. Use for shopping/discovery. For price/brand/on-sale filters, use search_catalog.
- Fetch: Fetch full detail for one product by id (from a prior search result). Returns citable text with price, savings, 90-day price history, and buying options.
- Search Catalog: Search LMK's curated cross-merchant catalog. Returns products with LMK product-page links. Use for "find me X" shopping queries.
Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and more.
Search source-labeled hospital prices, CPT codes, providers, and healthcare cost estimates.
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