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The research-toolkit MCP server was last committed 7d ago and has 1 contributor. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

research-toolkit MCP Server

Name: rrrrrredy/research-toolkit
Rating: 3.5 (1 reviews)
Author: rrrrrredy

rrrrrredy/research-toolkit

Score: 63.6 Rank #5358 Agent Framework

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Research methods, workflow tools, and independent review for AI agents, packaged as a Skill, plugin, and local MCP server.

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Overview

rrrrrredy/research-toolkit is a Python MCP server licensed under MIT. Research methods, workflow tools, and independent review for AI agents, packaged as a Skill, plugin, and local MCP server. Topics: ai-research, industry-research, longform-writing, writing-workflow, source-backed-writing, agent-skill, industry-analysis, research-workflow, longform-research, research-framework, industry-research-framework, agent-plugins, mcp-server, deep-research.

Ranked #5358 out of 24846 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

ai-researchindustry-researchlongform-writingwriting-workflowsource-backed-writingagent-skillindustry-analysisresearch-workflowlongform-researchresearch-frameworkindustry-research-frameworkagent-pluginsmcp-serverdeep-research

Score Breakdown

Stars 15% 206

206 stars → growing community

Freshness 25% 7d ago

Last commit 7d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Good

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

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Dependents medium impact

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Details

Stars: 206
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 1
Dependents: —
Language: Python
License: MIT
Last Commit: 7d ago

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topic:mcp-server"mcp server""mcp-server"

From the README

# Research Toolkit

 

[English](./README.md) · [简体中文](./README.zh-CN.md)

**Help AI agents write research reports with concrete judgments, traceable sources, and explicit review choices.**

Research methods · Callable workflow tools · Review choices. For industry research, product comparisons, company analysis, and technical research.

[**Quick start**](#quick-start) · [Use with your agent](#usage) · [Research case](#research-case) · [Evaluation results](#evaluation-results) · [Lite quickstart](./docs/quickstart-lite.md) · [Documentation](#documentation)

## Quick start

**Start with `lite`.** Allow about **5–15 minutes** with your agent ready to use. Copy this request; the topic and two fictional sources are supplied:

```text
Use https://github.com/rrrrrredy/research-toolkit and read SKILL.md.
Choose profile=lite. Read examples/lite/start.en.json for the brief
and examples/lite/sources.md for the source notes.
Recommend a helpdesk plan for the six-person team in 350–500 English
word

Read full README on GitHub →