What is deep-research?

A local MCP server for building connections between AI agents and tools in Python. MCP is a standard way for an AI agent to call external tools and services.

Use it to start the project's research MCP server with FastMCP and an environment file.

It provides a defined way to run the research server locally, but the supplied details do not explain what research it performs.

deep-research — MCP server by iusztinpaul

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/iusztinpaul/designing-real-world-ai-agents-workshop

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/iusztinpaul/designing-real-world-ai-agents-workshop/deep-research/github.svg)](https://agentmods.dev/mcp/iusztinpaul/designing-real-world-ai-agents-workshop/deep-research)

Your own site

<a href="https://agentmods.dev/mcp/iusztinpaul/designing-real-world-ai-agents-workshop/deep-research"><img src="https://agentmods.dev/badge/mcp/iusztinpaul/designing-real-world-ai-agents-workshop/deep-research/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/iusztinpaul/designing-real-world-ai-agents-workshop/deep-research"><img src="https://agentmods.dev/badge/mcp/iusztinpaul/designing-real-world-ai-agents-workshop/deep-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin 100% copy Near-identical to another mod in the catalogue.

Security

Grade A, and why

deep-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to deep-research — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.mcp.json · 14 lines

What it actually says

{
  "deep-research": {
    "command": "uv",
    "args": [
      "run",
      "fastmcp",
      "run",
      "src/research/server.py"
    ],
    "env": {
      "ENV_FILE_PATH": ".env"
    }
  }
}

Same file

What else `.mcp.json` configures

This page is one entry in a file that holds 2. Installing the file brings all of them; each is measured and scanned on its own page.

MCP server linkedin-writer A not measured

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 14 lines scan A f238008cf6bd

Subscribe to this mod's changes

deep-research is an MCP server published in the GitHub repository iusztinpaul/designing-real-world-ai-agents-workshop (521 stars, last pushed 5mo ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 100% identical to deep-research, differing in 0 lines, and is treated as a copy.

Building agents ai-agent ai-skills deep-research mcp multi-agent-systems workshop

deep-research next to 6 mcp servers from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
deep-researchiusztinpaul/designing-real-world-ai-agents-workshop	MCP server	521	5mo ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
workday-hcmvivy-yi/finance-skills	MCP server	43	4mo ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
vertex-ovivy-yi/finance-skills	MCP server	43	4mo ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
camoufox-researchaidvizhhub/camoufox-research	MCP server	1	1mo ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
netcafe-tablesmario03690/ai-netcafe	MCP server	1	2mo ago	none	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
docs-langchainlangchain-ai/langchain	MCP server	149k	yesterday	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
component-explorermicrosoft/vscode	MCP server	195k	yesterday	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode

deep-research