Alexandre Caramaschi MCP server

• Registry namecom.alexandrecaramaschi/public-contentverified in the MCP registry

The registry name sits under alexandrecaramaschi.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-21
• Tools15
• Server calls itselfcom.alexandrecaramaschi/public-content
• Server version1.11.0
• Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 535 ms.

• Its tools do none of the product's use cases we checked: diagnose what ChatGPT and Gemini say about a brand; structure entity, content and technical setup for AI answers; track documented deliverables against a 90-day plan.
• Checked on 4 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
• What an agent can do with it0 of 3 use cases
• Answeredmeasuring4 of the 7 daily checks it takes to print a share
• Median first answer621 ms
• Space in an agent's context≈ 3,223 tokensthe definitions of all its tools (15), which an agent carries on every turn
• Tool definitionsA · 100 of 100
• Typed results15 of 15 toolsdeclared outputSchema: results come typed, read once

• Every tool passes all six checks.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• getBusinessInfo

  Use for who Alexandre Caramaschi is, what he offers at what price, or how to reach him. Returns the practice profile (consulting, free courses, research), the founder credential (fixed order), contact channels, base city, the founder link…

• getLocation

  Use for where the practice is based and where it serves. Returns city, state, country, ISO country code, IANA timezone with UTC offset, coordinates, the online-first mode and the coverage statement (remote, Brazil and abroad). No arguments.

• contactUs

  Use to tell a person how to contact Alexandre Caramaschi. Returns channels with instructions: WhatsApp link with a pre-filled message (primary), e-mail and contact form URL, plus the main call to action (free 30-minute GEO diagnosis)…

• listCourses

  Use to discover the free courses at alexandrecaramaschi.com/educacao and their slugs. Returns the hub URL, the course count and every course with slug, title, track (ia, seo, dev, dados, marketing), level 1 to 3 and canonical URL. No…

• getCourseDetails

  Use to decide whether a course fits a learner. Returns the description, level with label and scale, declared module count, duration, last update, tags, prerequisite courses, eligibility, price (always free) with service level and…

• getCatalogManifest

  Use first, before bulk reading: which revision is published and what can be read. Returns the revision (build SHA and date), the content-hash normalization version, course count, courses with retrievable text, declared versus retrievable…

• getCourseModules

  Use to get a course's reading order and the ids for getModuleContent. Returns the course, the revision, the module count and the ordered modules, each with a stable id, ASCII slug, order, title, description, duration, URL, and the sha256…

• getModuleContent

  Use to read one lesson. Returns the module text as Markdown (title, body, FAQ) with revision, author, language pt-BR, license CC BY 4.0, canonical URL and the sha256 of the whole document. Text over 40,000 characters comes in fragments…

• searchContent

  Use to find where courses discuss something before reading whole modules. Returns ranked literal passages (BM25 fused with semantic similarity and the graph; matchedBy says which), each with citation, snippet and text; nextCursor pages…

• getModuleMedia

  Use for a chapter's video lesson or podcast, or the moment where something is said. Returns the media of a course or module: each file (kind, title, description, src, duration, credit, chapter markers with links) and the transcript cue by…

• exploreKnowledgeGraph

  Use to see how courses, chapters and concepts connect: definitions, similar chapters, prerequisites, study order, occurrences, paths, Wikidata QIDs. Returns graph nodes, one mode per call: query (ranked nodes); node (c:<course>…

• planLearningPath

  Use when a learner asks what to study, in which order, to reach a topic, course or chapter. Returns ordered steps ending at the goal, each with relation, provenance (declared prerequisite first, then inferred) and reason, plus total…

• getResearchPublications

  Use to cite Alexandre Caramaschi's research. Returns the author with ORCID, each publication with title, DOI, resolvable URL, venue, publication date and its source, plus CITATION.cff and the public knowledge base. SSRN and Zenodo…

• search

  Use to find course lessons on a topic (ChatGPT deep research). Returns up to 10 lessons in searchContent order, each with an id for fetch (<course>/<module>), title and HTTPS URL. No match: empty list; fetch answers document_not_found for…

• fetch

  Use to read in full a document returned by search. Returns id, title, the whole lesson text in Markdown, its HTTPS URL and metadata (course, chapter, level, graphNode, lastModified). Graph ids (c:, k:, x:) also work: a readable chapter…