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Studyplanner

A real backward-planned, difficulty-weighted, spaced study schedule from your exam date and topics

Unify Dynamics LLC

Documentation
Tools1read-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.

Build me a study schedule for my exam on the 15th covering algebra, geometry, and stats
Tools called
generate_study_schedule
How should I space out studying for three topics before my test next week?
Tools called
generate_study_schedule

About

Studyplanner is a fully local exam-study-schedule generator. generate_study_schedule takes an exam_date, a list of topics (each with a self-rated familiarity 1-5), an optional 'today' override, and sessions_per_day, and backward-plans a real schedule: the day before the exam is reserved as a full-topic final review day and the exam date itself as test day, every remaining day is filled with sessions allocated across topics by a genuine largest-remainder apportionment proportional to difficulty, and sessions are interleaved round-robin across the available days so no single topic is crammed only into the final days. Each topic's actual scheduled dates and average gap between sessions are returned. If there isn't enough time to give every topic a session, that's flagged explicitly. Keyless; zero upstream calls; nothing submitted is stored.

Sources: Computed locally — real date arithmetic and apportionment logic on the exam date and topics you provide; 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.
Privacy policyTerms

What it can do

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

OpenAPI
Planning1 tools
  • Generate study scheduleBackward-plans a real, computed day-by-day study schedule from an exam date and a rated topic list: harder/less-familiar topics get measurably…

Information

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

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Documentation

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What Studyplanner is for

Turning "I have an exam on this date and these topics to cover" into a real, day-by-day study schedule — computed from your own inputs, not a generic template, and built on the two most well-supported study principles: spend more time on what you know least, and spread practice out instead of cramming it together.

What it does

generate_study_schedule takes an exam_date, a list of topics (each with a name and a self-rated familiarity from 1 to 5, where 1 is least familiar/hardest and 5 is most familiar/easiest), and backward-plans a schedule:

  • The day right before the exam is reserved as a final review day — every topic gets a light pass, no new material — and the exam date itself is marked as test day with no study scheduled on it.
  • Every remaining day is filled with study sessions, allocated across topics by a genuine largest-remainder apportionment proportional to difficulty: a topic rated familiarity 1 gets five times the weight of one rated familiarity 5, and the exact session counts are computed (not templated) from however many study days you actually have.
  • Sessions are then interleaved across the available days with a round-robin scheduler, so a topic with many sessions is spread across the whole study window rather than crammed into the final few days — distributed practice is well established as more effective for retention than massed practice (cramming).
  • If there isn't enough time before the exam to give every topic even one session, that's flagged explicitly (which topics got zero) instead of silently dropping something.

The result includes the full daily schedule, each topic's actual scheduled dates and the average gap between its sessions (so you can see the spacing directly), and the final-review-day and exam-day markers.

What it is not

Not aware of your actual course material, syllabus, or how hard a topic really is beyond the familiarity rating you give it — the schedule is only as good as your own self-assessment. Not a guarantee of exam performance, and not a replacement for your instructor's guidance on what to prioritize. It also does not adapt mid-stream to a missed session; regenerate the schedule with an updated today if your plan slips.

Privacy policy

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Studyplanner — Privacy Policy

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

What Studyplanner is. Studyplanner is a connector (an MCP server and REST API) that AI assistants and personal agents call on your behalf for a fully local exam-study-schedule generator: given an exam date and a list of topics with self-rated familiarity, it computes a backward-planned, difficulty-weighted, spaced study schedule. You interact with your assistant; the assistant sends us only the arguments needed for that one tool call.

What we receive. The arguments of each tool call — an exam date, a list of topic names and familiarity ratings, and optional scheduling parameters — 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.

We do not store, log, or retain the topics or dates you submit. Every call computes its schedule from the arguments you send, in memory, for that one request, and returns a result — nothing about your exam, your topics, or your schedule is written to a database, written to a request log, cached, or used to train anything. Request bodies are not logged.

What we do not receive or store. We do not receive your conversation with the assistant or your name, 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, never the request content) 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 — there is no upstream call at all; every tool computes its schedule locally from the inputs you provide. 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, content-free 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. Studyplanner covers a topic commonly relevant to students of any age, but the Service itself takes no age, name, or identifying information of any kind and is operated by the person using the assistant — no account or profile is created.

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

Terms of service

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Studyplanner — Terms of Service

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

  1. The Service. Studyplanner is a fully local exam-study-schedule generator that backward-plans a difficulty-weighted, spaced day-by-day study schedule from an exam date and a rated topic list. It is accessed through an AI assistant or directly over MCP or HTTP.
  2. An educational planning aid, not a guarantee. The schedule Studyplanner generates is computed generically from the familiarity ratings and dates you supply. It does not know your actual course material, does not evaluate whether your self-ratings are accurate, and does not guarantee any exam outcome or study result.
  3. Not a substitute for instructor guidance. Always weigh this Service's suggested schedule against your own course syllabus, instructor guidance, and judgment about what actually needs the most work.
  4. Your content. You are responsible for the accuracy of the topics and ratings you provide, and for adjusting the schedule if your actual progress differs from the plan.
  5. Acceptable use. Automated use within the published rate limits is welcome.
  6. Availability. The Service is provided "as is" without warranty. We may change, limit or discontinue it at any time.
  7. Data. Our Privacy Policy describes what we process. In short: tool-call arguments are used in memory for that one request and never stored or logged.
  8. Pro keys. Optional Pro API keys are issued at our discretion, are personal to the holder and may be revoked for abuse.
  9. 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, including any academic outcome. Our total liability is limited to US $100.
  10. Governing law. California law; venue in San Mateo County, California.
  11. Contact. Unify Dynamics LLC · agent@connectorbay.com · https://connectorbay.com/studyplanner

Support

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Studyplanner 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. Studyplanner never asks for them.

Get Studyplanner

Free · No sign-in · Read-only

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

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