Atlas / MCP servers / yoshiko-pg / o3 Search

o3 SearchSAFE

mcp/yoshiko-pg/o3-search

MCP server for OpenAI o3 web search

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
1 1r · 0w · 0d
Transport
stdio
License
MIT
Stars
286
01

Overview

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

English | 日本語 | 简体中文 | 한국어

[](https://mseep.ai/app/810f04ea-e685-4840-ae20-6a70deb7407a)

MCP server that enables the use of OpenAI's high-end models and their powerful web search capabilities. By registering it with any AI coding agent, the agent can autonomously consult with OpenAI models to solve complex problems.

Use Cases

(Although called o3 to match the MCP name, you can specify gpt-5 or o4-mini via env for the model to use)

🐛 When you're stuck debugging

o3's web search can scan a wide range of sources, including GitHub issues and Stack Overflow, significantly increasing the chances of resolving niche problems. Example prompts:

> I'm getting the following error on startup, please fix it. If it's too difficult, ask o3.
> [Paste error message here]
> The WebSocket connection isn't working. Please debug it. If you don't know how, ask o3.

📚 When you want to reference the latest library information

You can get answers from the powerful web search even when there's no well-organized documentation. Example prompts:

> I want to upgrade this library to v2. Proceed while consulting with o3.
> I was told this option for this library doesn't exist. It might have been removed. Ask o3 what to specify instead and replace it.

🧩 When tackling complex tasks

In addition to sear

Read from source at commit e689c3114063OBSERVED · 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 o3-search-mcp --env OPENAI_API_KEY=${OPENAI_API_KEY} -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "o3-search-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "OPENAI_API_KEY": "${OPENAI_API_KEY}"
      }
    }
  }
}
03

Exposed tools (1)

1 read · 0 write · 0 destructive.

ToolRiskDescription
o3-searchreadAn AI agent with advanced web search capabilities. Useful for finding the latest information, troubleshooting errors, and discussing ideas or design challenges. Supports natural language queries.
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
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (1)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, openai, zod, @types/node, typescript
Why it matters. 5 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-05 · audit v0.4.1 · source sha e689c3114063full audit observations/trust-audit/mcp-server/yoshiko-pg__o3-search.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
2026-10-05e689c3114063SAFEB89first audit
06

Questions

What is the o3 Search MCP server?

MCP server for OpenAI o3 web search

What tools does o3 Search expose?

1 in total: 1 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is o3 Search 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 o3 Search need?

It reads OPENAI_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 o3 Search run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as o3-search-mcp at 0.0.9.

How current is this page?

The grade is for one exact copy of the source (e689c3114063), read on 2026-10-05. The repository is watched and re-audited when it changes.

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