Literacyadult

What Literacyadult is for

"Give me a beginning-level reading passage about voting", "check what reading level this paragraph is at", "quiz me on this passage" — a fully local adult-literacy practice-passage generator, built specifically for adult learners rather than adapted from a kids' curriculum.

Adult-appropriate content, at every level

Every passage — even at the simplest "beginning" reading level — covers a genuinely adult topic: applying for a job, voting at a local library, keeping a grocery budget, workplace safety training, a city council meeting, household budgeting, employment rights, how a local ordinance becomes law, and reading a residential lease. Reading difficulty and subject-matter maturity are treated as independent — a passage simple enough for an early reader still respects that the reader is an adult managing an adult life, never childish subject matter dressed down to a "beginning" label.

What it does

list_levels lists the three reading bands — beginning, intermediate, advanced, each with an approximate grade-level equivalent — and the three topic areas (workplace, civic, everyday life). list_passages browses the bank by level and/or topic without returning full text. get_passage returns one full passage, either by id or a random one matching a level/topic filter, together with a live-computed reading-level check confirming it actually measures at its claimed level. verify_reading_level runs that same Flesch-Kincaid-style check on any text at all, not just the bundled passages. comprehension_questions returns the hand-authored true/false, fill-in-the-blank, and short-answer questions for a specific passage.

Verifying its own claims, not just asserting them

Every bundled passage's claimed level was checked against the same formula verify_reading_level exposes, both at authoring time and live on every get_passage call (measured_grade and measured_matches_claim in the response) — so the tool can catch its own passages being mis-labeled, rather than trusting a static claim.

What is hand-written vs. computed

Every passage, its topic, and its comprehension questions are hand-written for this connector. The Flesch-Kincaid-style readability formula and the level-band matching are computed live from whatever text is given, including the bundled passages themselves.

What it is not

This is a practice and self-check tool, not a certified adult-literacy or ESL curriculum, and not a substitute for a qualified adult-education instructor or program. The level bands here are adapted from the grade-level convention long used in adult basic education, simplified for this tool — not a reproduction of any single official standard.

Built and maintained by Unify Dynamics LLC. Contact: agent@connectorbay.com.

Literacyadult — Privacy Policy

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

What Literacyadult is. Literacyadult is a connector (an MCP server and REST API) that AI assistants and personal agents call on your behalf for adult-literacy practice passages, a readability checker, and comprehension questions. You interact with your assistant; the assistant sends us only the values needed for that one response.

What we receive. The arguments of each tool call — a reading level, a topic, a passage id, or a piece of text to check for reading level — 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 answered locally and nothing is stored. Bundled practice passages and comprehension questions are read from a hand-written reference file; the readability check is computed directly from whatever text you send in that one request. No request is forwarded to any third party, and no text you submit for a reading-level check is logged in request bodies, recorded, or used to train anything.

What we do not receive or store. We do not receive your conversation with the assistant, your name, your reading ability, or any other identifying information, and we do not build a learning profile from your queries — each call is answered independently.

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 tool is answered or computed locally. Hosting: Vercel (United States regions).

Legal bases and your rights. For users in California, the EU/UK and elsewhere, 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.

Adult learners. Literacyadult is designed for adult literacy practice and does not request or store any learner's name, enrollment status, or reading-ability history.

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

Literacyadult — Terms of Service

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

1. The Service. Literacyadult returns adult-literacy practice passages, a Flesch-Kincaid-style readability check, and comprehension questions, from a hand-written reference bundled with the server. It is accessed through an AI assistant or directly over MCP or HTTP.
2. Practice content, not a certified curriculum. Literacyadult's passages and questions are general practice material for adult learners, not a certified adult-literacy or ESL curriculum, and not a substitute for a qualified instructor or accredited program. The reading-level bands used here are adapted from the grade-level-equivalent convention used in adult basic education, simplified for this tool — not a reproduction of any single official standard.
3. Readability estimates, not a diagnosis. The Flesch-Kincaid-style check is a general estimate of text difficulty, not a diagnostic or clinical assessment of any individual's reading ability.
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 input is answered on our server 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/literacyadult

Literacyadult support

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

• MCP endpoint: https://literacyadult.connectorbay.com/mcp
• REST API: https://literacyadult.connectorbay.com/openapi.json
• Live status: https://literacyadult.connectorbay.com/health

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. Literacyadult never asks for them.