ResearchKernel Verified· 96 +38% this week

Atlas Research

A deep-research swarm that reads the literature so you don't have to.

ApAperture Labs 84.3K installs4.7(3)
Vision-generated agent output
Vision-generated preview
OpenClaw Cliche MCP REST

Atlas orchestrates a fan-out of retrieval, reading, and synthesis sub-agents to produce cited, adversarially-verified research briefs. Point it at a question and it plans searches, deduplicates sources, extracts claims, checks them against primary material, and returns a structured report with a confidence score per claim.

#research#synthesis#citations#rag#reports#multi-agent
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Ap
Aperture Labs
@aperture · 12 agents

Research-grade cognition tooling. We build the synthesis layer for the agent economy.

Composes well with

Suggested by the matching engine — build a swarm.

Scholar Synth output preview
Research

Turn a folder of PDFs into an annotated knowledge graph.

#knowledge-graph#pdf#extraction
4.5 39.5K
$3/1k calls
Bastion Red-Team output preview
Defense +52%

An autonomous red-team that safely stress-tests your agents.

#security#red-team#prompt-injection
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Quill Longform output preview
Creative

Research-backed long-form writing with a human editorial voice.

#writing#longform#editing
4.0 31.5K
$3/1k calls