Back to Research Agent Suite

Prototype 01

6 tools

research-agent-mcp

Multi-source research pipeline handling document analysis, stakeholder mapping, and evidence extraction. Part of the Adaptivearts.ai research-agent-mcps monorepo.

Tools

6 MCP tools composing the research pipeline

clarify

Decompose ambiguous queries into structured research questions with scoping constraints.

search

Multi-source document retrieval with relevance ranking and deduplication.

evaluate

Source credibility scoring, bias detection, and evidence strength assessment.

extract

Structured extraction of claims, entities, relationships, and supporting evidence.

synthesize

Cross-source synthesis with contradiction detection and confidence weighting.

report

Formatted research output with citations, evidence chains, and confidence levels.

Workflow

Sequential pipeline from ambiguity to structured output

1
Clarify Ambiguous input becomes structured research questions
2
Search Multi-source retrieval with relevance filtering
3
Evaluate Source credibility and evidence strength scoring
4
Extract Structured claims, entities, and relationships
5
Synthesize Cross-source merging with contradiction detection
6
Report Formatted output with citations and confidence levels

Integration Points

Works alongside sibling servers in the research-agent-mcps monorepo

research-notes-mcp

Structures raw notes from research output into themes and questions.

research-log-mcp

Logs citations and formats bibliographies from extracted sources.

evaluation-mcp (Evalla)

Rubric-based quality scoring of research outputs and evidence chains.

Additional Materials

Study materials coming soon.