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AgentIndex
GPT Researcher logo
GPT Researcher
★ 30.2k
vs
sec-edgar-mcp logo
sec-edgar-mcp
★ 374

GPT Researcher vs sec-edgar-mcp

GPT Researcher: GPT Researcher is an open-source LLM agent designed for deep, structured research on any topic using web and local sources. It produces detailed reports with citations by running parallel research agents, scraping relevant sources, filtering content, and synthesizing findings. Supports local document research, customizable report formats, and multiple LLM backends including OpenAI, Anthropic, and Ollama.; sec-edgar-mcp: SEC EDGAR MCP is a server that provides AI assistants with precise access to SEC EDGAR filings, including company financials, statements, and insider trading data. It is built on `edgartools` and offers tools for CIK lookup, filing retrieval (10-K, 10-Q, 8-K), and XBRL-parsed financial statements.

01

TL;DR

GPT Researcher logo
GPT ResearcherRAG / Knowledge Base · ★ 30.2k
When to choose:
  • You want an Apache-2.0 agent that plans sub-questions, searches the web and local documents in parallel, and writes 2,000+ word reports with citations.
  • You want to use it as a Python library, standalone web app, or MCP-connected research skill with PDF/Word export.
When to skip:
  • You want a general-purpose super-agent harness with a bash sandbox, persistent memory, and Feishu/WeCom/Slack bots; DeerFlow is built for that.
  • You do not want per-report search API (e.g. Tavily) and multi-call LLM token costs.
Read GPT Researcher full review →
sec-edgar-mcp logo
sec-edgar-mcpRAG / Knowledge Base · ★ 374

Automated financial analysis and report generation by AI.

Read sec-edgar-mcp full review →
02

Side-by-Side Comparison

Field
GPT Researcher logoGPT Researcher
sec-edgar-mcp logosec-edgar-mcp
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 30.2k
★ 374
License
Apache-2.0
AGPL-3.0
Install Command
pip install gpt-researcher
docker run -i --rm -e SEC_EDGAR_USER_AGENT=Your Name ([email protected]) stefanoamorelli/sec-edgar-mcp:latest
Updated
1w ago
2w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agent, Deep Research, Web Scraping
SEC EDGAR, Financial Data, AI Assistants
03

Features

GPT Researcher logoGPT Researcher
01Parallel research agents scraping and synthesizing multiple web sources simultaneously
02Generates structured reports with citations in Markdown, PDF, or Word format
03Supports local document research in addition to web search
04Customizable report types: research reports, outlines, resource lists, and more
05Compatible with OpenAI, Anthropic, Groq, Ollama, and other LLM providers
sec-edgar-mcp logosec-edgar-mcp
01Connects AI assistants to SEC EDGAR filings with exact numeric precision.
02Provides tools for CIK lookup, company information, and company facts.
03Enables retrieval and section extraction of 10-K, 10-Q, and 8-K filings.
04Offers XBRL-parsed balance sheets, income statements, and cash flow data.
05Includes data on Form 3/4/5 insider trading transactions.
04

Use Cases

GPT Researcher logoGPT Researcher
↳Automating deep research reports on any topic with sourced citations
↳Conducting market research, competitive analysis, or literature reviews at scale
↳Building research pipelines that combine web search with local knowledge base retrieval
sec-edgar-mcp logosec-edgar-mcp
↳Automated financial analysis and report generation by AI.
↳Integrating real-time SEC EDGAR data into AI assistant workflows.
↳Developing applications requiring precise financial and insider trading data access.
↳Researching company financials and historical filings programmatically.
05

Best For

GPT Researcher logoGPT Researcher
Most PopularEssentialTrending
sec-edgar-mcp logosec-edgar-mcp
—
FAQ

FAQ

What is the difference between GPT Researcher and sec-edgar-mcp?
Both GPT Researcher and sec-edgar-mcp are in the RAG / Knowledge Base category. GPT Researcher has 30.2k stars, while sec-edgar-mcp has 374 stars.
Which is better, GPT Researcher or sec-edgar-mcp?
The best choice depends on your use case. Choose GPT Researcher if Automating deep research reports on any topic with sourced citations, and sec-edgar-mcp if Automated financial analysis and report generation by AI..
Is GPT Researcher free or open source?
Yes, GPT Researcher is open source on GitHub (Apache-2.0).
Is sec-edgar-mcp free or open source?
Yes, sec-edgar-mcp is open source on GitHub (AGPL-3.0).
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