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Handwriting Practice

Letter-formation stroke order, b/d and p/q reversal fixes, and a practice-worksheet-line generator

Unify Dynamics LLC

Tools6read-only
Sign-inNoneno account, no key
Data keptNoneprocessed in memory
PriceFreeoptional Pro limits
StatusLiveMCP + REST
Works withMCP · RESTany agent

Try asking

Real questions, and the tools your agent calls to answer them.

How do you write a lowercase b?
Tools called
letter_formation
Why does my kid write d backwards?
Tools called
reversal_reference
Make a practice sheet for the word cat
Tools called
worksheet_lines
What's the difference between print and cursive?
Tools called
print_vs_cursive
Which letters start with a curve?
Tools called
letters_by_stroke_type
Show me the alphabet
Tools called
list_letters

About

letter_formation gives full stroke-by-stroke formation steps for one letter, uppercase and/or lowercase; list_letters and letters_by_stroke_type browse and group the alphabet by first-stroke type (vertical, curve, diagonal, horizontal). reversal_reference explains the b/d and p/q mirror-confusion with the distinguishing feature and correction tips like the 'bed' trick. print_vs_cursive compares connections, teaching order, shape, and slant. worksheet_lines takes a word or phrase and builds a structured practice plan — one letter-practice line per distinct letter with real stroke-order steps, then whole-word practice lines — flagging any commonly reversed letters. This is text-based, not an image generator. Keyless; fully local; zero upstream calls; nothing stored.

Sources: Computed locally / hand-curated — letter-formation steps follow common manuscript handwriting-instruction convention, hand-curated for all 26 letters; the worksheet generator is real computed logic over that reference data; fully local, zero upstream calls

Privacy

The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.

Data not collectedNo account, no profile, no stored prompts or results.

What it can do

6 tools, grouped by job. Every one is read-only or compute-only.

OpenAPI
Letter Reference3 tools
  • List lettersLists the alphabet and which letters are commonly reversed by early writers (b, d, p, q).
  • Letter formationGives full stroke-by-stroke formation steps for one letter.
  • Letters by stroke typeGroups letters by the type of their first stroke — useful for teaching letters with similar motor patterns together.
Guidance2 tools
  • Reversal referenceExplains the b/d or p/q letter-reversal confusion: why it happens, the distinguishing feature, and concrete correction tips.
  • Print vs cursiveCompares print (manuscript) and cursive handwriting: letter connections, typical teaching order, shape differences, and slant.
Worksheet Generator1 tools
  • Worksheet linesBuilds a structured text-based 'trace this' style practice plan for a word or short phrase: one letter- practice line per distinct letter (with…

Information

PublisherUnify Dynamics LLC
CategoryEducation & reference
LanguagesEnglish
Built forGlobal
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpointhttps://handwriting.connectorbay.com/mcp
REST APIopenapi.json
SupportGet help · Status
CountryWorldwide

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Documentation

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What Handwriting Practice is for

A text-based Latin-alphabet letter-formation (stroke-order) reference, a b/d and p/q reversal-error guide, print-vs-cursive differences, and a practice-worksheet-line generator.

What it does

Handwriting Practice covers stroke-by-stroke formation for all 26 letters, uppercase and lowercase, following common manuscript (print) handwriting-instruction convention. letter_formation gives the full stroke order for one letter; list_letters and letters_by_stroke_type browse and group the alphabet (e.g. by which letters start with a vertical line, a curve, or a diagonal). reversal_reference explains the classic b/d and p/q mirror-confusion, why it happens, the distinguishing feature between each pair, and concrete correction tips (like the "bed" trick). print_vs_cursive compares how print and cursive differ in letter connections, typical teaching order, shape, and slant. worksheet_lines takes a word or short phrase and builds a structured practice plan: one letter-practice line per distinct letter (with its real stroke-order steps and a repetition count) followed by whole-word practice lines, flagging any commonly reversed letters it contains. This is a text-based MCP tool, not an image generator — output is structured stroke-order/formation guidance, not a rendered trace-worksheet image. Keyless; fully local; nothing stored.

What it is not

Not an image or PDF generator — it does not produce a printable trace-worksheet graphic, only the structured text plan for one. Not a substitute for occupational-therapy assessment or classroom handwriting instruction tailored to a specific child's needs; persistent reversal errors past the typical age range, or broader fine-motor concerns, are worth discussing with a teacher or occupational therapist.

Privacy policy

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Handwriting Practice — Privacy Policy

Effective 28 September 2026. Unify Dynamics LLC ("we", "us"), Menlo Park, California.

What Handwriting Practice is. Handwriting Practice is a connector (an MCP server and REST API) that AI assistants and personal agents call on your behalf to fetch letter-formation guidance or build a practice-worksheet plan for a word you supply. You interact with your assistant; the assistant sends us only the arguments needed for that one request (a letter, a word or short phrase, or a repetition count).

What we receive. The arguments of each tool call, the technical headers needed to serve the request (an IP address or a client identifier supplied by the assistant, and a Pro API key if you have one), and standard server logs.

Everything is served from a bundled reference file or computed on the fly, and nothing is stored. No request is forwarded to any third party — there is no upstream call at all, live or otherwise — and no query is logged in request bodies, recorded, or used to train anything. We never receive an image, photo, or scan of anyone's actual handwriting; this tool only works with text you or your assistant type.

What we do not receive or store. We do not receive your conversation with the assistant, your name, or a child's name or age, and we do not build a profile from your queries: each request is answered independently and nothing carries over between requests. Rate-limit counters (a client identifier and timestamps) are held in memory for at most 24 hours. Hosting-provider access logs, which contain IP addresses and request paths but not request bodies, are retained for up to 30 days for security and abuse prevention.

Sub-processors. None — every request is served locally on the server. Hosting: Vercel (United States regions).

Legal bases and your rights. Our processing is necessary to provide the service you request through your assistant. Because we store no personal data beyond short-lived logs, requests to access, correct or delete personal data are usually satisfied automatically; you can still contact agent@connectorbay.com and we will respond within 30 days. We do not sell or share personal information and do not use your data to train models.

Children. This tool is commonly used by parents, teachers, or caregivers to generate practice material for children, but no child's name, age, or other personal information is ever requested, received, or stored — only the word or phrase to build a practice plan for.

Changes. We will post changes here with a new effective date.

Terms of service

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Handwriting Practice — Terms of Service

Effective 28 September 2026. These terms govern use of the Handwriting Practice connector ("the Service") operated by Unify Dynamics LLC ("we", "us").

  1. The Service. Handwriting Practice provides a text-based Latin-alphabet letter-formation reference, a reversal-error guide, print-vs-cursive comparison, and a worksheet-line generator that builds a structured letter- and word-practice plan from text you supply. It is accessed through an AI assistant or directly over MCP or HTTP.
  2. Text-based, not an image generator. The Service does not render, generate, or output any image, PDF, or printable graphic — its output is structured text describing stroke order and a practice plan.
  3. Educational reference, not a diagnosis or a curriculum. Content follows common manuscript handwriting- instruction convention, but is not aligned to any specific school's or curriculum's exact letterforms, and is not a substitute for a teacher's or occupational therapist's assessment of a particular child's handwriting development.
  4. Acceptable use. Automated use within the published rate limits is welcome.
  5. Availability. The Service is provided "as is" without warranty. We may change, limit or discontinue it at any time.
  6. Data. Our Privacy Policy describes what we process. In short: your request is answered from a bundled reference file or a local computation, and nothing is stored.
  7. Pro keys. Optional Pro API keys are issued at our discretion, are personal to the holder and may be revoked for abuse.
  8. Liability. To the fullest extent permitted by law, Unify Dynamics LLC is not liable for any loss arising from use of or reliance on the Service. Our total liability is limited to US $100.
  9. Governing law. California law; venue in San Mateo County, California.
  10. Contact. Unify Dynamics LLC · agent@connectorbay.com · https://connectorbay.com/handwriting

Handwriting Practice support

Email agent@connectorbay.com. We answer within two business days.

When you report a problem, include the question you asked your agent, roughly when, and which agent you used (for example Claude, ChatGPT or Gemini). Never send us passwords, account numbers or ID numbers. Handwriting Practice never asks for them.

Get Handwriting Practice

Free · No sign-in · Read-only

Streamable HTTP, stateless, no authentication. Paste the endpoint into any MCP-capable agent.

https://handwriting.connectorbay.com/mcp
{
  "mcpServers": {
    "handwriting": {
      "type": "http",
      "url": "https://handwriting.connectorbay.com/mcp"
    }
  }
}