# Marziale Technologies > Send a request to Marziale Technologies, a New York FDSE firm. For business operators and talent. - name: tech.marziale.mcp/marziale - version: 0.4.1 - connection class: unknown (unknown) - trust: 61/100 flags: no-repository - quality: 81/100 (new) - owner: not claimed - descriptor: https://api.protogrid.dev/v1/servers/tech.marziale.mcp%2Fmarziale - tools: https://api.protogrid.dev/v1/servers/tech.marziale.mcp%2Fmarziale/tools **Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to. ## Connection (mcpServers) ```json { "mcpServers": { "marziale": { "type": "http", "url": "https://mcp.marziale.tech/mcp" } } } ``` ## Trust - hygiene: 80 - liveness: 28 - freshness: 100 - provenance: 55 - drivers: +dns-namespace +website -unreachable(1 failures) +updated-4d-ago -no-repository - Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. ## Quality 81/100 (new) ### protocol: 75 (weight 25) - warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28 - n/a `protocol.stateless`: only applies to 2026-07-28 servers - pass `protocol.transport`: streamable HTTP - n/a `protocol.list_ttl`: only applies to 2026-07-28 servers ### authorization: n/a (weight 15) - n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth - n/a `auth.secret_in_url`: no templated URL ### tool hygiene: 86 (weight 30) - pass `tools.descriptions`: every tool has a description - warn `tools.description_length`: 1 tools have descriptions over 1,024 characters, which crowds the context - pass `tools.schemas`: every tool has an object input schema - pass `tools.annotations`: 5 of 5 tools declare readOnlyHint or destructiveHint - warn `tools.directory_hints`: 1 of 5 tools declare all four hints; missing: ask_with_picker (destructiveHint, idempotentHint, openWorldHint); get_offerings (destructiveHint, idempotentHint, openWorldHint); get_questions (destructiveHint, idempotentHint, openWorldHint); … - pass `tools.token_cost`: about 4,465 tokens to load every tool - pass `tools.api_dump`: tools are not a one-to-one API dump ### stability: n/a (weight 15) - n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 4 of the 7 days needed ### dependencies: n/a (weight 15) - n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package - tools: 5, about 4,465 tokens to load them all - tool set hash: c01d004b25b0df8d339a58a197f04009 - tools last changed: 2026-10-17T17:00:49.636Z - badge: [![protogrid quality](https://protogrid.dev/badge/tech.marziale.mcp/marziale.svg)](https://protogrid.dev/servers/tech.marziale.mcp/marziale) - Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. ### Tool changes - 2026-10-17 `submit` changed (description, inputSchema) - before: Send the request to Marziale Technologies. Use only after the person saw the review, the legal line, the privacy line and link, and said yes. - after: Send the request to Marziale Technologies. Use only after the person saw the review, the legal line, the privacy line and link, and said yes. Required: track, name, email, review_shown, legal_and_privacy_shown, person_said_yes. A partial request is fine. It needs the track, a name, and an email. Send it only after the person says yes. - 2026-10-17 `ask_with_picker` changed (description) - before: Call this first, always. It shows each question as a picker, one at a time, and returns the answers. It sends nothing. If it returns elicitation: false, ask the numbered questions in chat. - after: Call this first, always. It shows each question as a picker, one at a time, and returns the answers. Each picker has the option "Type my own answer". It sends nothing. If it returns elicitation: false, ask the questions from get_questions in chat. - 2026-10-17 `check_draft` changed (description, inputSchema) - before: Check the draft. It returns a review to show the person. It sends nothing. Before submit, show the review from check_draft. It lists the answers by section. It marks each missing required answer as 'Missing - required'. Ask: 'Do you want to change any answer?' Change answers until the person is done. - after: Check the draft. It returns a review to show the person. It sends nothing. Before submit, show the review from check_draft. It lists the answers in the person's words. It marks each missing required answer as 'Missing - required'. Ask the person to confirm it or correct it. Change answers until the person is done. - 2026-10-17 `get_questions` changed (description) **meaning changed** - before: Get the questions, choices, and rules. Read-only. Call ask_with_picker first. Use this list only if ask_with_picker returns elicitation: false. Ask one question at a time. Show choices word for word as a numbered list. If the person selects Other, ask for a short answer. Keep the person's words. First, for all: - What is your email? - What is your name? - What best describes you? 1. Operator: I make decisions inside of a business 2. Talent: I am talented and would like to talk Client: - What type of business do you have? 1. Retail or shop 2. Restaurant or food 3. Farm, dairy, or food plant 4. Trades or construction 5. Health or professional office 6. Nonprofit or public agency 7. Other - In which town is your business? - Which task takes the most time each week? 1. Scheduling and bookings 2. Orders and inventory 3. Billing and payments 4. Customer calls, texts, and email 5. Reports and paperwork 6. Other - How many hours a week does that task take? 1. Under 2 2. 2 to 5 3. 5 to 10 4. 10 to 20 5. Over 20 - About how many hours, if you know? - Who does that task? 1. The owner 2. One staff member 3. Several staff 4. An outside service - When did this problem start costing you time? - Where are you right now? 1. We do it by hand 2. We use a tool that falls short 3. We tried a fix that did not work 4. Not sure where to start - When do you want this fixed? 1. As soon as possible 2. Within 3 months 3. 3 to 6 months 4. 6 to 12 months 5. Just looking - What is a good result in 90 days? - What is the name of your business? (Optional.) Talent: - Where are you right now? 1. In school 2. Working full-time 3. Working part-time 4. Building my own thing 5. Between things - When could you start? 1. Already full-time 2. Within 3 months 3. 3 to 6 months 4. 6 to 12 months 5. Still exploring - When did you start building on your own, and why? - Give your links: LinkedIn, GitHub, personal site, more links. - Give your education: school, degree, field, graduation year. Test scores are optional. - Give your experience: title, company, start, end, what you did. - Give your projects: name, link, what it is. - Give your achievements, each with the year. - Give your publications: title, venue, year, link. - What's the most impressive thing you've built or done? Be concrete. Numbers beat adjectives. (Max 1200 characters.) - Give a link for that, if you have one. (Optional.) - Give a link to your resume, if you have one. (Optional.) Last, for all: - Anything else we should know? (Optional. You can skip it.) Long answers: max 1200 characters each. - after: Get the questions, choices, and rules. Read-only. Call ask_with_picker first. Use this list only if ask_with_picker returns elicitation: false. First ask "What best describes you?". Then say that track's opening and the how-to-answer line. Then ask question 7 (name and email), then questions 1 to 6. Ask one question at a time. Show the options word for word as a list. End each list with "Or type your own answer." If the person types their own answer, keep their words. Questions 6 and 7 and every follow-up have a typed answer only. The person can skip any question. First, for all: What best describes you? 1. Operator: I make decisions inside of a business 2. Talent: I am talented and would like to talk Operator (track: client): OPENING (say this first) This conversation is for Marziale Technologies. Your answers go only to Marziale Technologies, and a person there reads every message. Your answers help us understand your business and follow up with you. Please do not share anything you need kept confidential until we have an agreement. You can skip any question. HOW TO ANSWER (show this once, after the opening) Pick one of the options, or type your own answer. Both are fine. QUESTIONS (show the options as a list, and end each list with "Or type your own answer.") 1. Your name, your business name, your town, and an email address where we can reply. (Typed answer only.) 2. What kind of business is it? A) Retail or food B) Trades or construction C) Farm or agriculture D) Professional service E) Manufacturing Or type your own answer. 3. How does a normal job start? A) A customer calls or texts B) They walk in C) They order online D) A repeat or contract customer E) We go out and find them Or type your own answer. 4. Where does most of your information live? A) Paper B) Spreadsheets C) Software, for example QuickBooks D) In people's heads E) A mix Or type your own answer. 5. Why did you start or take on this business? A) I built it B) Family business C) I bought it D) I saw a need in town Or type your own answer. 6. What do you want it to become? A) Stay as it is, but easier B) Grow C) Pass it on to someone D) Not sure yet Or type your own answer. 7. Is there anything else you want us to know? (Typed answer only. They can skip it.) RULES FOR THE ASSISTANT - Ask one question at a time. - After each answer, ask one short follow-up in their words. A follow-up has a typed answer only. - Never push them toward a problem to fix. - Do not explain our methods or goals beyond "we want to understand your business." - Say plainly that you are an AI assistant if they ask, or if they seem to think you are a person. - If they stop early, ask one time for an email address, and ask if we may send what they shared so far. - At the end, show a short summary in their words. Ask them to confirm it or correct it, then send it. Talent (track: talent): OPENING (say this first) This conversation is for Marziale Technologies. Your answers go only to Marziale Technologies, and a person there reads every message. Your answers help us understand you and follow up with you. Please do not share anything you need kept confidential. You can skip any question. HOW TO ANSWER (show this once, after the opening) Pick one of the options, or type your own answer. Both are fine. QUESTIONS (show the options as a list, and end each list with "Or type your own answer.") 1. Your name, your town, an email address where we can reply, and a link to your work if you have one. (Typed answer only.) 2. What kind of work do you do? A) Software B) Engineering or science C) Trades D) Design or media E) Business or operations Or type your own answer. 3. Where do you live now? A) Lewis County B) Elsewhere in the North Country C) Elsewhere in New York D) Outside New York Or type your own answer. 4. What kind of work do you want? A) Full time B) Part tim - 2026-10-17 `get_questions` changed (description) - before: Get the questions, choices, and rules. Read-only. Call ask_with_picker first. Use this list only if ask_with_picker returns elicitation: false. Ask one question at a time. Show choices word for word as a numbered list. If the person selects Other, ask for a short answer. Keep the person's words. First, for all: - What is your email? - What is your name? - Which one are you? 1. Operator: I make decisions inside of a business 2. Talent: I am talented and would like to talk Client: - What type of business do you have? 1. Retail or shop 2. Restaurant or food 3. Farm, dairy, or food plant 4. Trades or construction 5. Health or professional office 6. Nonprofit or public agency 7. Other - In which town is your business? - Which task takes the most time each week? 1. Scheduling and bookings 2. Orders and inventory 3. Billing and payments 4. Customer calls, texts, and email 5. Reports and paperwork 6. Other - How many hours a week does that task take? 1. Under 2 2. 2 to 5 3. 5 to 10 4. 10 to 20 5. Over 20 - About how many hours, if you know? - Who does that task? 1. The owner 2. One staff member 3. Several staff 4. An outside service - When did this problem start costing you time? - Where are you right now? 1. We do it by hand 2. We use a tool that falls short 3. We tried a fix that did not work 4. Not sure where to start - When do you want this fixed? 1. As soon as possible 2. Within 3 months 3. 3 to 6 months 4. 6 to 12 months 5. Just looking - What is a good result in 90 days? - What is the name of your business? (Optional.) Talent: - Where are you right now? 1. In school 2. Working full-time 3. Working part-time 4. Building my own thing 5. Between things - When could you start? 1. Already full-time 2. Within 3 months 3. 3 to 6 months 4. 6 to 12 months 5. Still exploring - When did you start building on your own, and why? - Give your links: LinkedIn, GitHub, personal site, more links. - Give your education: school, degree, field, graduation year. Test scores are optional. - Give your experience: title, company, start, end, what you did. - Give your projects: name, link, what it is. - Give your achievements, each with the year. - Give your publications: title, venue, year, link. - What's the most impressive thing you've built or done? Be concrete. Numbers beat adjectives. (Max 1200 characters.) - Give a link for that, if you have one. (Optional.) - Give a link to your resume, if you have one. (Optional.) Last, for all: - Anything else we should know? (Optional. You can skip it.) Long answers: max 1200 characters each. - after: Get the questions, choices, and rules. Read-only. Call ask_with_picker first. Use this list only if ask_with_picker returns elicitation: false. Ask one question at a time. Show choices word for word as a numbered list. If the person selects Other, ask for a short answer. Keep the person's words. First, for all: - What is your email? - What is your name? - What best describes you? 1. Operator: I make decisions inside of a business 2. Talent: I am talented and would like to talk Client: - What type of business do you have? 1. Retail or shop 2. Restaurant or food 3. Farm, dairy, or food plant 4. Trades or construction 5. Health or professional office 6. Nonprofit or public agency 7. Other - In which town is your business? - Which task takes the most time each week? 1. Scheduling and bookings 2. Orders and inventory 3. Billing and payments 4. Customer calls, texts, and email 5. Reports and paperwork 6. Other - How many hours a week does that task take? 1. Under 2 2. 2 to 5 3. 5 to 10 4. 10 to 20 5. Over 20 - About how many hours, if you know? - Who does that task? 1. The owner 2. One staff member 3. Several staff 4. An outside service - When did this problem start costing you time? - Where are you right now? 1. We do it by hand 2. We use a tool that falls short 3. We tried a fix that did not work 4. Not sure where to start - When do you want this fixed? 1. As soon as possible 2. Within 3 months 3. 3 to 6 months 4. 6 to 12 months 5. Just looking - What is a good result in 90 days? - What is the name of your business? (Optional.) Talent: - Where are you right now? 1. In school 2. Working full-time 3. Working part-time 4. Building my own thing 5. Between things - When could you start? 1. Already full-time 2. Within 3 months 3. 3 to 6 months 4. 6 to 12 months 5. Still exploring - When did you start building on your own, and why? - Give your links: LinkedIn, GitHub, personal site, more links. - Give your education: school, degree, field, graduation year. Test scores are optional. - Give your experience: title, company, start, end, what you did. - Give your projects: name, link, what it is. - Give your achievements, each with the year. - Give your publications: title, venue, year, link. - What's the most impressive thing you've built or done? Be concrete. Numbers beat adjectives. (Max 1200 characters.) - Give a link for that, if you have one. (Optional.) - Give a link to your resume, if you have one. (Optional.) Last, for all: - Anything else we should know? (Optional. You can skip it.) Long answers: max 1200 characters each. Full history: https://api.protogrid.dev/v1/servers/tech.marziale.mcp%2Fmarziale/changes ## Remotes - https://mcp.marziale.tech/mcp (streamable-http, auth none, reachable false, uptime30d 0.9411765) ## Packages _none_ ## Tools (5) - `ask_with_picker`: Call this first, always. It shows each question as a picker, one at a time, and returns the answers. Each picker has the option "Type my own answer". It sends nothing. If it returns elicitation: false, ask the questions from get_questions in chat. - `check_draft`: Check the draft. It returns a review to show the person. It sends nothing. Before submit, show the review from check_draft. It lists the answers in the person's words. It marks each missing required answer as 'Missing - required'. Ask the person to confirm it or correct it. Change answers until the person is done. - `get_offerings`: Read what we do and the next steps. Read-only. - `get_questions`: Get the questions, choices, and rules. Read-only. Call ask_with_picker first. Use this list only if ask_with_picker returns elicitation: false. First ask "What best describes you?". Then say that track's opening and the how-to-answer line. Then ask question 7 (name and email), then questions 1 to 6. Ask one question at a time. Show the options word for word as a list. End each list with "Or type your own answer." If the person types their own answer, keep their words. Questions 6 and 7 and every follow-up have a typed answer only. The person can skip any question. First, for all: What best describes you? 1. Operator: I make decisions inside of a business 2. Talent: I am talented and would like to talk Operator (track: client): OPENING (say this first) This conversation is for Marziale Technologies. Your answers go only to Marziale Technologies, and a person there reads every message. Your answers help us understand your business and follow up with you. Please do not share anything you need kept confidential until we have an agreement. You can skip any question. HOW TO ANSWER (show this once, after the opening) Pick one of the options, or type your own answer. Both are fine. QUESTIONS (show the options as a list, and end each list with "Or type your own answer.") 1. Your name, your business name, your town, and an email address where we can reply. (Typed answer only.) 2. What kind of business is it? A) Retail or food B) Trades or construction C) Farm or agriculture D) Professional service E) Manufacturing Or type your own answer. 3. How does a normal job start? A) A customer calls or texts B) They walk in C) They order online D) A repeat or contract customer E) We go out and find them Or type your own answer. 4. Where does most of your information live? A) Paper B) Spreadsheets C) Software, for example QuickBooks D) In people's heads E) A mix Or type your own answer. 5. Why did you start or take on this business? A) I built it B) Family business C) I bought it D) I saw a need in town Or type your own answer. 6. What do you want it to become? A) Stay as it is, but easier B) Grow C) Pass it on to someone D) Not sure yet Or type your own answer. 7. Is there anything else you want us to know? (Typed answer only. They can skip it.) RULES FOR THE ASSISTANT - Ask one question at a time. - After each answer, ask one short follow-up in their words. A follow-up has a typed answer only. - Never push them toward a problem to fix. - Do not explain our methods or goals beyond "we want to understand your business." - Say plainly that you are an AI assistant if they ask, or if they seem to think you are a person. - If they stop early, ask one time for an email address, and ask if we may send what they shared so far. - At the end, show a short summary in their words. Ask them to confirm it or correct it, then send it. Talent (track: talent): OPENING (say this first) This conversation is for Marziale Technologies. Your answers go only to Marziale Technologies, and a person there reads every message. Your answers help us understand you and follow up with you. Please do not share anything you need kept confidential. You can skip any question. HOW TO ANSWER (show this once, after the opening) Pick one of the options, or type your own answer. Both are fine. QUESTIONS (show the options as a list, and end each list with "Or type your own answer.") 1. Your name, your town, an email address where we can reply, and a link to your work if you have one. (Typed answer only.) 2. What kind of work do you do? A) Software B) Engineering or science C) Trades D) Design or media E) Business or operations Or type your own answer. 3. Where do you live now? A) Lewis County B) Elsewhere in the North Country C) Elsewhere in New York D) Outside New York Or type your own answer. 4. What kind of work do you want? A) Full time B) Part time C) One project D) Not sure yet Or type your own answer. 5. What draws you to the North Country? A) The work here B) The place and the people C) I want to move here D) I want to work here remotely Or type your own answer. 6. What do you want to build in the next few years? A) My own company B) Deep skill in my craft C) A part in running a local business D) Not sure yet Or type your own answer. 7. Is there anything else you want us to know? (Typed answer only. They can skip it.) RULES FOR THE ASSISTANT - Ask one question at a time. - After each answer, ask one short follow-up in their words. A follow-up has a typed answer only. - Do not promise a job, pay, or a start date. - Do not explain our methods or goals beyond "we want to understand you and your work." - Say plainly that you are an AI assistant if they ask, or if they seem to think you are a person. - Never ask about age, family, health, religion, national origin, or pay history. If they bring it up, do not follow up on it. - If they stop early, ask one time for an email address, and ask if we may send what they shared so far. - At the end, show a short summary in their words. Ask them to confirm it or correct it, then send it. Typed answers: max 1200 characters each. - `submit`: Send the request to Marziale Technologies. Use only after the person saw the review, the legal line, the privacy line and link, and said yes. Required: track, name, email, review_shown, legal_and_privacy_shown, person_said_yes. A partial request is fine. It needs the track, a name, and an email. Send it only after the person says yes.