u9401066/academic-figures-mcp

Academic figure generation MCP server for AI agents — turn papers into publication-ready medical and scientific figures

0Stars on the repository
45Mods indexed here, across every type
4mo agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

architect

01

u9401066/academic-figures-mcp

Agent

An architecture-planning agent for Academic Figures MCP that uses Domain-Driven Design (DDD), a way to organize software around its business concepts, and a project memory bank.

not rated 0 4mo ago A 44 tokens copy · 100% Apache-2.0

ask

02

u9401066/academic-figures-mcp

Agent

A project assistant that reads a project's Memory Bank—a collection of files recording its context, patterns, decisions, and progress—to answer questions in Traditional Chinese.

not rated 0 4mo ago A 35 tokens copy · 100% Apache-2.0

audit

04

u9401066/academic-figures-mcp

Agent

A code-audit agent that reviews software across architecture, security, code quality, testing, and documentation. It produces a structured report with severity levels and repair suggestions.

not rated 0 4mo ago A 44 tokens copy · 100% Apache-2.0

code

05

u9401066/academic-figures-mcp

Agent

A coding agent configured to implement, debug, refactor, and test software using Domain-Driven Design, an approach that organizes code around the real concepts and rules of a business domain.

not rated 0 4mo ago A 43 tokens copy · 100% Apache-2.0

context-loader

06

u9401066/academic-figures-mcp

Agent

An agent prompt for reading a project's memory files, source code, and documentation, then producing a structured summary. The example project is an MCP server for turning PubMed research into academic figures.

not rated 0 4mo ago A 40 tokens copy · 100% Apache-2.0

debug

07

u9401066/academic-figures-mcp

Agent

A debugging agent that investigates software problems using error details, project structure, and the project's stored history of decisions.

not rated 0 4mo ago A 33 tokens copy · 100% Apache-2.0

deep-thinker

08

u9401066/academic-figures-mcp

Agent

An AI assistant for carefully analyzing difficult engineering problems before recommending a solution. It covers algorithms, software architecture, technology choices, performance issues, and root-cause analysis.

not rated 0 4mo ago A 45 tokens copy · 100% Apache-2.0

orchestrator

09

u9401066/academic-figures-mcp

Agent

A coordinator for complex software tasks that breaks work into smaller assignments and delegates them to specialized AI workers. It then tracks the work and combines the results.

not rated 0 4mo ago A 58 tokens copy · 100% Apache-2.0

research

10

u9401066/academic-figures-mcp

Agent

A research assistant for finding biomedical papers in PubMed and managing references in Zotero. PubMed is a database of biomedical literature, and Zotero is a tool for organizing citations.

not rated 0 4mo ago A 34 tokens original Apache-2.0

researcher

11

u9401066/academic-figures-mcp

Agent

A read-only codebase research agent that scans a project, traces how its parts connect, and writes an investigation report. Read-only means it does not change files.

not rated 0 4mo ago A 41 tokens copy · 100% Apache-2.0

review-panel

12

u9401066/academic-figures-mcp

Agent

A code-review workflow in which Claude, GPT, and Gemini review the same project from different angles, then a chairperson combines their findings into one report.

not rated 0 4mo ago A 49 tokens copy · 100% Apache-2.0

reviewer-anthropic

13

u9401066/academic-figures-mcp

Agent

A Claude-based code-review agent that examines security, type correctness, edge cases, and error handling. Type checking verifies that values are used consistently, while edge cases are unusual or boundary inputs.

not rated 0 4mo ago A 29 tokens copy · 100% Apache-2.0

reviewer-google

14

u9401066/academic-figures-mcp

Agent

A Gemini-based code reviewer focused on software structure, tests, documentation, and CI/CD, the automated build and test process.

not rated 0 4mo ago A 28 tokens copy · 100% Apache-2.0

reviewer-openai

15

u9401066/academic-figures-mcp

Agent

A GPT-based code reviewer that checks performance, readability, design patterns, maintainability, and separation between software layers. It returns the review in Traditional Chinese, while keeping technical terms in English.

not rated 0 4mo ago A 26 tokens copy · 100% Apache-2.0

test-runner

16

u9401066/academic-figures-mcp

Agent

An automated test-running agent for Python projects that uses pytest, a Python testing tool, to run tests, inspect failures, and try small local fixes.

not rated 0 4mo ago A 42 tokens copy · 100% Apache-2.0

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