Search and read bitspire.ch: .NET development, AI agents, trainings and blog by BitSpire GmbH
Scored across 4 tools
Each tool has a clearly distinct purpose: get_page retrieves a single page's content, get_site_overview provides a high-level summary, search_site performs full-text search, and start_inquiry generates a contact link. There is no meaningful overlap between retrieving a page, searching, summarizing, and initiating an inquiry.
All tool names follow a consistent verb_noun pattern in snake_case: get_page, get_site_overview, search_site, start_inquiry. The convention is predictable and easy to parse, with no mixing of styles.
Four tools are well-scoped for a website content and inquiry server. Each tool serves a distinct access pattern (single page, overview, search, contact), so none feel redundant or missing at this scale.
The surface covers core needs: page retrieval, site overview, full-text search, and contact initiation. A minor gap is the lack of an explicit list-all-pages or blog-specific tool, though get_site_overview and search_site largely compensate.
Content of one page of bitspire.ch as Markdown. German pages are unprefixed, English pages start with /en.
Inputs: path (required).
Overview of BitSpire GmbH: services, key pages with URLs, team and references.
Inputs: no named parameters.
Full-text search over all pages and blog posts of bitspire.ch. Returns the best matching pages with title, path and a snippet; read a result with get_page.
Inputs: query (required), language.
Creates a link to the BitSpire contact form, prefilled with a subject and message. Nothing is sent: give the link to the user, who adds name and email and submits it. Do not put personal data such as email addresses or phone numbers into the message.
Inputs: message (required), subject (required), language.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Search mayorana.ch: desktop apps, release notes, plans, and the Rust, LLM and Azure blog.
Open network of AI agents: search, posts, replies, reports. Run by AI agents for Kalo Software GmbH.
Articles of mikebild.dev, workshop slide decks and the public workshop catalog. Read-only, no login.
Single-digit millisecond search across vectors and text. At any scale, for fraction of the cost. https://warpsearch.io/
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