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yacine-cherif/mcp-server-brainflow-docs

Analysis updated 2026-05-18

53Audience · pm founderComplexity · 2/5LicenseSetup · easy

TLDR

BrainFlow turns your company's email history into searchable memory that AI assistants like Claude and ChatGPT can query in plain English through an MCP server.

Mindmap

mindmap
  root((brainflow))
    What it does
      Email memory
      Natural language queries
      Sourced answers
    Tech stack
      MCP server
      SQL backend
    Use cases
      Cross team handoffs
      Decision search
      AI assistant context
    Audience
      Teams
      Founders

Code map

Detail Auto

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filefunction / class

What do people build with it?

USE CASE 1

Ask an AI assistant what commitments sales made to a specific client, sourced from past email threads.

USE CASE 2

Get a weekly summary of a team's email activity and decisions without reading every thread.

USE CASE 3

Find cross-team handoffs, such as legal feedback on a contract, through natural language search.

USE CASE 4

Give an AI coding assistant like Cursor context on company history while working.

What is it built with?

MCPSQL

How does it compare?

yacine-cherif/mcp-server-brainflow-docsadityagahlot/obsidian-desktop-widgetadtyahac/acrobat-editor
Stars535353
LanguageJavaScriptC++
Setup difficultyeasyeasymoderate
Complexity2/52/52/5
Audiencepm foundergeneralgeneral

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 30min

Requires an active paid BrainFlow account and API key, a 7-day free trial is available.

The MCP server integration code is MIT licensed, the BrainFlow service itself is a paid subscription.

In plain English

BrainFlow (brain-flow.ai) is a service that turns your company's email history into a searchable memory that AI assistants can access. The problem it solves is organizational knowledge loss, meaning decisions, commitments, and context that live in email threads and get forgotten or siloed across teams. BrainFlow captures those conversations and makes them queryable with plain English questions through AI assistants. The way it works: you add a BrainFlow email address to the CC field of any email thread you want to preserve. BrainFlow ingests and indexes that conversation. Then, by connecting your AI assistant, such as Claude, ChatGPT, Gemini, Cursor, or VS Code, to BrainFlow via a plugin standard called MCP (Model Context Protocol), you can ask questions like "What commitments did sales make to Delta Corp?" or "What did product decide about the Q3 roadmap?" and get back sourced answers with references to the original threads. The system is read only, meaning it can only retrieve data, never modify or delete anything. Every query is automatically filtered to your company's data only, with no risk of seeing another company's information. An audit trail logs all API key usage. You would use this if you lead or work in a team where important decisions are made over email and you want AI assistants to have context on your company's history without manually copying information into a chat window. It is a subscription service with plans ranging from individual founder to corporate tiers, and a 7-day free trial. The MCP server integration itself is MIT licensed.

Copy-paste prompts

Prompt 1
How do I connect BrainFlow to Claude Desktop using the MCP config?
Prompt 2
Show me how to CC BrainFlow on an email thread so it gets indexed.
Prompt 3
Ask BrainFlow what decisions the product team made about the Q3 roadmap.
Prompt 4
Explain how BrainFlow keeps each company's email data isolated and read-only.

Frequently asked questions

What is mcp-server-brainflow-docs?

BrainFlow turns your company's email history into searchable memory that AI assistants like Claude and ChatGPT can query in plain English through an MCP server.

What license does mcp-server-brainflow-docs use?

The MCP server integration code is MIT licensed, the BrainFlow service itself is a paid subscription.

How hard is mcp-server-brainflow-docs to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is mcp-server-brainflow-docs for?

Mainly pm founder.

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