dare

general MCP Server

De-Anthropocentric Research Engine — AI-powered academic research automation with deep literature survey, gap analysis, idea generation, experiment design & execution. Combines iterative deep research, adversarial debate, evolutionary generation, and distributed GPU execution.

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Why This Matters

Discovered via github-topic:mcp and last synced 4mo ago.

VerifiedInstall Ready
Source
github-topic:mcp
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227
Last synced
4mo ago
Install
Instructions detected

Install

1. Install the package

npm install dare
34
Tools
0
Resources
0
Prompts
Standard I/O
Transport

Available Tools (34)

SCAMPER

substitute, combine, adapt, modify, put-other-use, eliminate, reverse

6

Paper search, Q&A, code exploration (arXiv)

OPENAI_BASE_URL

API base URL

REMOTE_USER

SSH username (for remote server targets)

2

Google Scholar search + web page scraping

MINERU_TOKEN

[MinerU](https://mineru.net/) API token for PDF → markdown conversion

APIFY_TOKEN

[Apify](https://console.apify.com/account#/integrations) API token for rag-web-browser

P3

Paper-writing strategy (interface), method-evolve tools (mutate/crossover/evaluate)

Category

Tools

EMAIL

Email for Unpaywall API (polite pool)

8

Semantic Scholar API — paper lookup, citations, references, recommendations, author info

P2

31 ideation tools (SCAMPER, surgery, cross-domain, perspective, structural)

Debate

debate-critic, debate-defender, debate-judge

4

GPU pod lifecycle management

OPENAI_API_KEY

OpenAI-compatible API key for AI paper reading

REMOTE_HOST

SSH hostname/IP (for remote server targets)

49

LLM micro-agent tools (ideation, debate, insight, method-evolve)

ANTHROPIC_BASE_URL

API base URL (optional, for proxy/gateway)

SS_API_KEY

[Semantic Scholar API key](https://www.semanticscholar.org/product/api) (optional — public API works without key at lower rate limits)

P0

Core pipeline (intake, lit-survey, round, scholar SOPs, web SOPs)

5

Academic paper pipeline — search, enrich, fetch, read, reference

ANTHROPIC_MODEL

Model ID (default: `claude-sonnet-4-20250514`)

P1

INSIGHT 7-step pipeline, multiagent debate, quality-diversity filtering

Insight

root-cause-drilling, stakeholder-mapping, tension-mining, question-reformulation, abstraction-laddering, assumption-audit, validation

1

Web search API

DARE_CACHE

Cache directory, shared with dare-scholar (**must be an absolute path**)

RUNPOD_API_KEY

RunPod API key (for GPU pod targets)

Source

Tools

ANTHROPIC_AUTH_TOKEN

API key for LLM completions (Anthropic or compatible proxy)

Phase

Component

3

### 📁 Monorepo Structure ```text dare/ ├── packages/ │ ├── agents/ # dare-agents MCP — 49 LLM micro-agent tools (72 tests) │ ├── scholar/ # dare-scholar MCP — academic paper pipeline (5 tools) │ ├── ss/ # dare-ss MCP — Semantic Scholar API (8 tools, 75 tests) │ ├── web/ # dare-web MCP — web page fetching & caching (2 tools) │ └── session/ # dare-session — pod provisioning scripts ├── skills/ │ ├── dare/ # /dare meta-strategy (entry point) │ ├── strategy/ # 8 strategies (lit-survey, gap-analysis, insight, ...) │ ├── tactic/ # 15 tactics (debate, scamper, surgery, ...) │ └── sop/ # 60 SOPs (one per dare-agents tool) ├── package.json # Root workspace config └── .mcp.json # MCP server configuration (gitignored) ``` ### 🔌 MCP Servers

Variable

Description

OPENAI_MODEL

Model name for paper reading agent

HF_TOKEN

Hugging Face token (passed to pod for model downloads)