Research Pipeline

devops-infra MCP Server

Deterministic stage-based pipeline for searching, screening, downloading, converting, and summarizing academic papers. CLI + MCP server.

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devops-infradevops-infra
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Why This Matters

Discovered via github-topic:mcp and last synced 3mo ago.

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Source
github-topic:mcp
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Last synced
3mo ago
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Check the source repository for the latest setup steps.

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21
Tools
0
Resources
0
Prompts
Standard I/O
Transport

Available Tools (21)

RESEARCH_PIPELINE_CACHE_DIR

Override cache directory

deep

standard plus quality, expand, claim analysis, TER loop

all

arXiv, Scholar, Semantic Scholar, OpenAlex, DBLP, HuggingFace

huggingface

Recent HuggingFace daily papers

arxiv

Polite arXiv API client with cache and rate limits

Setup

`setup` installs the bundled skill and paper-analysis agents

scholar

Google Scholar through `scholarly` or SerpAPI

Profile

Stages

auto

selected by query complexity

semantic_scholar

Broad metadata, citations, and abstracts

Group

Commands

RESEARCH_PIPELINE_WORKSPACE

Override workspace directory

RESEARCH_PIPELINE_CONFIG

Config file path

quick

plan, search, screen, summarize

RESEARCH_PIPELINE_LLM_PROFILE

Select LLM profile

standard

plan through summarize

dblp

Computer science bibliography

Source

Notes

openalex

Open bibliographic metadata

Variable

Purpose

RESEARCH_PIPELINE_DISABLE_LLM

Force LLM features off