Leeroopedia
Access detailed documentation and API references for machine learning frameworks to streamline development.
Community: Submitted by a user or imported; check the owner before granting accessOnlineAPI key requiredGlobalFreeRead-only
What it can do
- Search Knowledge: Search the knowledge base for framework documentation, API references, config formats, and best practices. Covers a wide range of ML/AI frameworks, libraries, and tools with architec
- Build Plan: Get a structured implementation plan based on knowledge base documentation. Covers a wide range of ML/AI frameworks, libraries, and tools with architecture docs, implementation patterns, c
- Review Plan: Review your implementation plan against knowledge base documentation before coding. Pass your proposed approach and the KB will check it against documented best practices, known pitfalls,
What data it sees
Do you need an account
An API key from the service settings is required
Access detailed documentation and API references for machine learning frameworks to streamline development. Generate implementation plans, review code for correctness, and troubleshoot errors using verified technical knowledge. Optimize configurations with recommended hyperparameters and documented best practices to ensure project success.
How to connect
How to connect Leeroopedia to Claude
The server address to paste into Claude settings:
https://leeroopedia--leeroopedia.run.tools
- Open Claude (claude.ai or the desktop app).
- Go to Settings → Connectors.
- Click Add custom connector.
- Paste the server address copied below into Remote MCP server URL and click Add.
- In a chat, click + → Connectors and switch the new connector on.
Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.
Authorization
After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.
How to connect Leeroopedia to ChatGPT
The server address to paste into ChatGPT settings:
https://leeroopedia--leeroopedia.run.tools
- Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
- Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
- Open Settings → Connectors and click Create.
- Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
- Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
- In a new chat open + → Apps/Connectors and enable the connector.
OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.
Authorization
On first use ChatGPT opens the service's sign-in window. Sign in and approve access.
How to connect Leeroopedia to Cursor
The server address to paste into Cursor settings:
https://leeroopedia--leeroopedia.run.tools
Fastest: click Open in Cursor below and confirm the prompt.
Manually:
- In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
- Paste the JSON copied below into
~/.cursor/mcp.json(per project:.cursor/mcp.jsonin the repo root). - Save the file. The server appears in the MCP list; authorize it there if asked.
Authorization
If the service needs sign-in, an authorize button appears next to the server in the MCP list.
Server tool list (8)
Raw names from tools/list. Only developers need these.
| search_knowledge | Search the knowledge base for framework documentation, API references, config formats, and best practices. Covers a wide range of ML/AI frameworks, libraries, and tools with architecture docs, implementation patterns, configuration references, and troubleshooting guides. Use this tool when you need to: - Understand how a framework, library, or API works before implementing - Look up config formats, data structures, or expected behavior - Learn about architecture, design patterns, or conventions of a project - Get verified information instead of guessing about framework internals IMPORTANT: Use this tool BEFORE you start coding whenever the task involves a framework or library. It is much faster and more accurate than guessing. Call this tool multiple times in parallel with different queries to search from multiple angles at once. Returns a synthesized answer with [PageID] citations. |
| build_plan | Get a structured implementation plan based on knowledge base documentation. Covers a wide range of ML/AI frameworks, libraries, and tools with architecture docs, implementation patterns, configuration references, and troubleshooting guides. Returns an actionable plan with numbered steps, specs, and validation criteria — all based on how the framework actually works. Use this tool when you: - Are about to implement something and want the correct sequence of steps - Need a plan informed by real framework documentation, not just general knowledge - Want validation criteria to verify your implementation against Returns: overview, key specs, numbered steps, and validation criteria. |
| review_plan | Review your implementation plan against knowledge base documentation before coding. Pass your proposed approach and the KB will check it against documented best practices, known pitfalls, and real framework behavior — catching mistakes before you write code. Use this tool when you: - Have a plan and want to validate it before executing - Want to catch incorrect assumptions about how a framework works - Need to know what pitfalls or edge cases to watch out for Returns: approvals (what looks good), risks, and improvement suggestions. |
| verify_code_math | Verify code correctness against knowledge base documentation and reference implementations. Checks your code against documented behavior, reference implementations, and API contracts — catching errors before they become bugs. Use this tool when you need: - Verification that code correctly implements a concept, algorithm, or API contract - Detection of logic errors, off-by-one mistakes, or wrong assumptions - Comparison against reference implementations or documented behavior Returns: verdict (Pass/Fail), analysis of discrepancies. |
| diagnose_failure | Diagnose errors, failures, or unexpected behavior using knowledge base documentation. Checks your symptoms and logs against known failure patterns, common misconfigurations, and documented environment issues — finding root causes faster. Use this tool when you need: - Root cause analysis of errors, crashes, or unexpected behavior - Debugging configuration issues or dependency problems - Understanding why a framework behaves differently than expected Returns: diagnosis, fix steps, and prevention advice. |
| propose_hypothesis | Propose ranked approaches or solutions based on knowledge base documentation. When you're unsure how to proceed, this tool suggests alternative approaches ranked by fit — all backed by documented framework patterns and best practices. Use this tool when you need: - Ideas for how to implement or architect something - Alternative approaches ranked by fit for your use case - Suggestions backed by documented framework patterns and best practices Returns: ranked hypotheses with rationale and suggested next steps. |
| query_hyperparameter_priors | Query documented configuration values, recommended ranges, and tuning heuristics. Look up recommended parameter values, default settings, and tuning strategies for frameworks and libraries — based on documented best practices. Use this tool when you need: - Default or recommended values for framework configuration parameters - Recommended ranges and tuning strategies for any setting - Context-specific suggestions (hardware, model size, task type, scale) Returns: suggestion table with ranges and KB-grounded justification. |
| get_page | Retrieve the full content of a specific knowledge base page by its exact ID. Other tools return [PageID] citations in their responses. If you need more detail from a cited page, call this tool with that page ID to get the full content. Use this tool when you: - See a [PageID] citation in a response and want the full page content - Need deeper detail than what was included in a synthesized answer - Want to read a specific page directly without searching Returns the page formatted as markdown, or an error if the page ID is not found. |