Software Alternatives, Accelerators & Startups

Koyfin VS ContextForge.dev

Compare Koyfin VS ContextForge.dev and see what are their differences

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Koyfin logo Koyfin

Koyfin provides tools to help investors research stocks and other asset classes through dashboards and charting.

ContextForge.dev logo ContextForge.dev

Stop re-explaining your project to Claude every session. ContextForge adds persistent memory to Claude Code, Cursor, and Copilot via MCP. Free tier, 3-minute setup.
  • Koyfin Landing page
    Landing page //
    2023-10-01
  • Koyfin Advanced Charting
    Advanced Charting //
    2023-12-13
  • Koyfin Advanced Charting 2
    Advanced Charting 2 //
    2023-12-13
  • Koyfin Model Portfolios
    Model Portfolios //
    2023-12-13
  • Koyfin Market Dashboards
    Market Dashboards //
    2023-12-13
  • Koyfin Transcript Search
    Transcript Search //
    2023-12-13
  • Koyfin Stock Screener
    Stock Screener //
    2023-12-13
  • Koyfin Analyst Estimates
    Analyst Estimates //
    2023-12-13
  • Koyfin Live News, Press Releases, and Filings
    Live News, Press Releases, and Filings //
    2023-12-13
  • Koyfin Watchlists
    Watchlists //
    2023-12-13
  • Koyfin Market Scatter
    Market Scatter //
    2023-12-13

Koyfin is a global market analytics platform for researching and understanding markets. From bottom-up fundamentals to top-down macro analysis, our platform, powered by Capital IQ, is trusted by more than 500,000 investors. We offer global coverage of equities, ETFs, Mutual Funds, analyst estimates, model portfolios, transcripts, filings, screeners, financials, charting, macro data and custom dashboards.

Our mission is to equip every investor in the world, no matter their size, with the best data and tools; empowering them to achieve more.

For more information, sign up for free at koyfin.com, contact help@koyfin.com, or follow us on Twitter at @KoyfinCharts.

  • ContextForge.dev Space
    Space //
    2026-07-08
  • ContextForge.dev Home
    Home //
    2026-07-08

ContextForge is persistent, searchable memory for AI coding agents โ€” built on the Model Context Protocol (MCP).

Your AI assistant forgets everything when the session ends. ContextForge fixes that: save architectural decisions, naming conventions, and debugging context once, and any MCP client recalls it later with semantic search โ€” across sessions and across projects.

Works with: Claude Code, Claude Desktop, Cursor, GitHub Copilot, ChatGPT, and Windsurf.

Koyfin

Website
koyfin.com
$ Details
freemium
Platforms
Google Chrome Apple Watch Safari iOS Android Web
Release Date
2016 January
Startup details
Country
United States

ContextForge.dev

$ Details
freemium $9.0 / Monthly (Pro โ€” 15k queries/mo, 5 collaborators)
Platforms
SaaS Web Mac Windows Linux
Release Date
2026 July
Startup details
Country
United States
State
Texas
City
Tomball
Founder(s)
Alfredo Izquierdo

Koyfin features and specs

  • Advanced charting
  • Global financials data for 100k+ stocks
  • Global analyst estimates & price targets
  • Global macroeconomic data
  • Global equity screener
  • ETF & mutual fund screener
  • ETF & Mutual fund data
  • 100k+ Company snapshots
  • Transcripts, filings, press releases
  • Advanced transcript search
  • Commodity futures
  • Indices
  • Bond yields & spreads
  • FX data
  • Market & macro dashboards
  • Custom dashboards
  • Dashboard data download
  • Custom financial analysis templates
  • Portfolio tools
  • Model portfolios
  • Watchlists
  • Custom formulas
  • Shareable watchlists
  • Live premium news
  • Custom news feeds
  • Economic & earnings calendars
  • Web and mobile platform

ContextForge.dev features and specs

  • Semantic Search
    Vector search (pgvector) โ€” recall by meaning, not keywords
  • Git Integration
    Auto-ingests commits and PRs as searchable knowledge
  • MCP-Native
    Works with Claude Code, Cursor, Copilot, ChatGPT, Windsurf
  • Task Tracking
    Work items your agent can read, create, and update
  • Snapshots
    Version and restore your entire knowledge base
  • Team Sharing
    Shared spaces and memory across your team

Analysis of Koyfin

Overall verdict

  • Overall, Koyfin is a strong choice for individuals looking to delve into financial data analysis due to its robustness, user-friendly interface, and the breadth of information it provides.

Why this product is good

  • Koyfin is considered a good platform due to its comprehensive set of tools for investors and financial analysts, offering advanced charting capabilities, extensive financial data, and the ability to track global economic indicators. The platform is intuitive and regularly updated to feature more functionalities and data sources, making it suitable for both novice and experienced users.

Recommended for

    Koyfin is recommended for financial analysts, portfolio managers, individual investors, and anyone who requires detailed data analytics and visualizations for making informed investment decisions.

Koyfin videos

Koyfin Demo, 2023

More videos:

  • Tutorial - Custom Dashboards Masterclass on Koyfin
  • Tutorial - Custom Formulas, Labels, and Columns
  • Demo - Analysing Wall St Consensus Expectations

ContextForge.dev videos

How to Make Claude Run Automated Workflows (ContextForge Skills Tutorial)

More videos:

  • Tutorial - Schedule AI Prompts on a Cron with ContextForge Routines
  • Tutorial - Your AI Assistant Forgets Everything โ€” Here's the Fix MCP Memory

Category Popularity

0-100% (relative to Koyfin and ContextForge.dev)
Finance
100 100%
0% 0
AI Tools
0 0%
100% 100
Investing
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Koyfin and ContextForge.dev.

What makes your product unique?

ContextForge.dev's answer:

ContextForge is memory that lives at the MCP layer, so it works across every AI coding agent at once โ€” Claude Code, Cursor, GitHub Copilot, ChatGPT, and Windsurf โ€” not just one. Save a decision once and any client recalls it later with semantic search. It goes beyond a note store: automatic git sync turns your commits and PRs into searchable knowledge, plus task tracking, snapshots, and team sharing โ€” all through a single MCP server you add with one command.

Why should a person choose your product over its competitors?

ContextForge.dev's answer:

Most memory tools are tied to a single agent or are just a key-value store. ContextForge is MCP-native, so it's portable across all your AI tools; it adds git sync so your codebase history becomes searchable context automatically; and it includes team features (shared spaces, collaborators) that solo-memory tools lack. Setup is one command, there's a genuine free-forever tier with no credit card, and paid plans start at just $9/month.

How would you describe the primary audience of your product?

ContextForge.dev's answer:

Software developers and engineering teams who use AI coding assistants โ€” Claude Code, Cursor, GitHub Copilot, ChatGPT, Windsurf โ€” and are tired of re-explaining their project, architecture, and conventions every session. It fits solo developers working across multiple projects as well as small teams that need shared, persistent context.

What's the story behind your product?

ContextForge.dev's answer:

ContextForge was born from a simple frustration: AI coding agents forget everything the moment a session ends. Every new conversation meant re-explaining the same architecture, naming conventions, and past decisions. ContextForge was built to give AI agents a permanent, searchable memory through the Model Context Protocol โ€” so knowledge is captured once and reused forever, across sessions and projects. It even dogfoods its own memory to help build itself.

Which are the primary technologies used for building your product?

ContextForge.dev's answer:

Next.js 16 (App Router), React and Tailwind CSS for the dashboard, hosted on Vercel. Supabase (PostgreSQL) with pgvector powers the semantic vector search, and Deno edge functions serve the API. Embeddings use OpenAI text-embedding-3-small. The MCP client is a Node.js package (contextforge-mcp) on npm, implementing the Model Context Protocol.

User comments

Share your experience with using Koyfin and ContextForge.dev. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Koyfin seems to be more popular. It has been mentiond 4 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Koyfin mentions (4)

  • Resources for equity research and stock reports
    Thanks for the link, that was useful. I found there about koyfin.com which is for free and gives the summary info that I was after. Really spot on. Source: almost 4 years ago
  • What is a recent estimate of Apph's short position?
    My stock dashboard (koyfin.com) says 15.33% short interest. Which is correct? Also I think that number was around 25% recently so I guess that's come down? Source: over 4 years ago
  • Recommendations for stock investment resources - Xetra
    Personally: For individual stocks: Koyfin.com (good for visualizing US ETFs as well but you won't have access to those anyway). Source: almost 5 years ago
  • Stock Portfolio Tracking Websites - Suggestions??? (NAKD)
    Just stumbled upon koyfin.com too. It looks decent. Source: almost 5 years ago

ContextForge.dev mentions (0)

We have not tracked any mentions of ContextForge.dev yet. Tracking of ContextForge.dev recommendations started around Jul 2026.

What are some alternatives?

When comparing Koyfin and ContextForge.dev, you can also consider the following products

FinViz - Stock screener for investors and traders, financial visualizations.

Agentmemory - Persistent memory for Claude Code, Codex & coding agents

Simply Wall Street - Easy stock and portfolio analysis

OpenMemory MCP - Your private, local memory layer for all AI tools

Seeking Alpha - Be the first to know about news and market moving analysis on the stocks you follow.

TradingView - The best charting tool for crypto and stocks