Atlas / MCP servers / dainfernalcoder / Researcher

ResearcherSAFE

mcp/dainfernalcoder/researcher

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
3 3r · 0w · 0d
Transport
stdio
License
MIT
Stars
298
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

An intelligent research assistant powered by Perplexity's specialized AI models. Features automatic query complexity detection to route requests to the most appropriate model for optimal results. Unlike the Official server, it has search capabilities FOR EVERY TASK, essentially

It also forces the agent using the MCP to be specific

Tools

1. Search (Sonar Pro)

Quick search for simple queries and basic information lookup. Best for straightforward questions that need concise, direct answers.

const result = await use_mcp_tool({
server_name: "perplexity",
tool_name: "search",
arguments: {
query: "What is the capital of France?",
force_model: false // Optional: force using this model even if query seems complex
}
});

2. Reason (Sonar Reasoning Pro)

Handles complex, multi-step tasks requiring detailed analysis. Perfect for explanations, comparisons, and problem-solving.

const result = await use_mcp_tool({
server_name: "perplexity",
tool_name: "reason",
arguments: {
query: "Compare and contrast REST and GraphQL APIs, explaining their pros and cons",
force_model: false // Optional: force using this model even if query seems simple
}
});

3. Deep Research (Sonar Deep Research)

Conducts comprehensive research and generates detailed reports. Ideal for in-depth analysis of complex topics.

const result = await use_mcp_tool({
server_name: "perplexity",
tool_name: "deep_research",
arguments: {
query: "The impact of quantum computing on cryptography",
focus_areas: [
"Post-quantum cryptographic algorithms",
"Timeline for quantum threats",
"Practical mitigation strategies"
],
force_model: false // Optional: force using this model even if query seems simple
}
});

Setup

  1. Prerequisites
  2. Node.js (from nodejs.org)
  3. Perplexity API key (from [perplexity.ai/settings/api](https://
Read from source at commit 1c19c5455feaOBSERVED · 2026-10-05
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add perplexity-mcp --env PERPLEXITY_API_KEY=${PERPLEXITY_API_KEY} -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "perplexity-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "PERPLEXITY_API_KEY": "${PERPLEXITY_API_KEY}"
      }
    }
  }
}
03

Exposed tools (3)

3 read · 0 write · 0 destructive.

ToolRiskDescription
deep_researchreadConducts in-depth analysis and generates detailed reports using Perplexity
reasonreadHandles complex, multi-step tasks using Perplexity
searchreadQuick search for simple queries using Perplexity
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (2 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (2)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
axios, dotenv, minimist, @types/minimist, @types/node, typescript
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.credential_read · CWE-94, CWE-1427
README.md:126
**Read an explicit `.env` File**: specify the location of the project `.env` file with the environment variables and API keys for your current project with the `--cwd` command-line argument, and the M
Why it matters. asks the agent to read credentials

Gates applied: no_behavioural_pass.

Audited 2026-10-05 · audit v0.4.1 · source sha 1c19c5455feafull audit observations/trust-audit/mcp-server/dainfernalcoder__researcher.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-051c19c5455feaSAFEB89first audit
06

Questions

What is the Researcher MCP server?

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon

What tools does Researcher expose?

3 in total: 3 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Researcher safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Researcher need?

It reads PERPLEXITY_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Researcher run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as perplexity-mcp at 0.2.3.

How current is this page?

The grade is for one exact copy of the source (1c19c5455fea), read on 2026-10-05. The repository is watched and re-audited when it changes.

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