BrainFlow - Shared Team Memory - MCP

by yacine-cherif

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Your company's brain, connected to Claude, ChatGPT, Gemini, Cursor, and VS Code. Turn your team's email history into shared memory that any AI assistant can query with natural language.

Details

Author
yacine-cherif
Categories
AI, Knowledge Base, Automation, Communication

Setup

Install BrainFlow - Shared Team Memory - MCP in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/yacine-cherif/mcp-server-brainflow-docs

Follow the installation instructions in the repository README, then restart your MCP client.

Your company's brain, connected to Claude, ChatGPT, Gemini, Cursor, and VS Code. Turn your team's email history into shared memory that any AI assistant can query with natural language.

BrainFlow: The Brain of Your Company (MCP Server)

Your company's brain, connected to Claude, ChatGPT, Gemini, Cursor, and VS Code. Turn your team's email history into shared memory that any AI assistant can query with natural language.

- Natural Language Queries— Ask questions in plain English. The AI translates to SQL and returns sourced answers.
- Team Memory Search— Query emails, tasks, deals, and decisions across your entire company workspace.
- Cross-Team Context— Sales handoffs to ops, legal feedback to product, marketing summaries for leadership — all connected.
- Multi-Platform— Works with Claude (Web + Desktop), ChatGPT, Gemini, Cursor, and VS Code Copilot.
- Company-Scoped Security— Every query is automatically filtered to your company. No cross-tenant data leakage.
- Read-Only— OnlySELECTqueries are permitted. No write, delete, or modify operations possible.
- Audit Trail— Every API key usage is tracked with timestamps.

- ActiveBrainFlowaccount
- BrainFlow API key (generated from your dashboard)
- MCP-compatible AI assistant (Claude, ChatGPT, Gemini, Cursor, or VS Code)

The MCP server isincluded freewith every BrainFlow subscription. No separate MCP charge.

- 7-day free trialon all plans
- 30-day refund guarantee
- Cancel anytime

Sign up atbrain-flow.aiand create your company workspace.

Generate an API key from your BrainFlow Dashboard. This is what you'll use to connect your AI assistant.

Add your BrainFlow email to the CC of any email thread you want to remember. BrainFlow automatically ingests and indexes the conversation.

Connect your AI assistant via MCP and ask questions about any thread your team has shared.
- Go toSettings → API Keys
- ClickGenerate key
- Name it (e.g. "Claude Desktop")
- Copy the key — you will only see it once

Claude (Web)
Go toCustomize → Connectors → Add custom connector

- Name:BrainFlow
- URL:https://brain-flow.ai/mcp/sse?api_key=bf_mcp_YOUR_KEY_HERE

Claude Desktop
Go toSettings → Developer → Edit Config:

{ "mcpServers": { "brainflow": { "command": "npx", "args": [ "-y", "mcp-remote", "https://brain-flow.ai/mcp/sse", "--header", "x-api-key:bf_mcp_YOUR_KEY_HERE" ] } } }

ChatGPT(requires Developer Mode beta)
Settings → Apps → Advanced settings → Enable Developer Mode → Create app

- Name:BrainFlow
- URL:https://brain-flow.ai/mcp/sse?api_key=bf_mcp_YOUR_KEY_HERE

gemini mcp add brainflow https://brain-flow.ai/mcp/sse --header "x-api-key:bf_mcp_YOUR_KEY_HERE"
{ "mcp": { "inputs": [], "servers": { "brainflow": { "command": "npx", "args": [ "-y", "mcp-remote", "https://brain-flow.ai/mcp/sse", "--header", "x-api-key:bf_mcp_YOUR_KEY_HERE" ] } } } }

- Open Cursor Settings (Cmd/Ctrl + ,)
- Go to MCP
- Add the BrainFlow server config above
- Query in Composer while you code

ReplaceYOUR_KEY_HEREwith your actual API key. Restart your assistant and start asking questions.

- Read-only.The server only runsSELECTqueries.INSERT,UPDATE,DELETE,DROP,CREATE,UNION, and subqueries are all blocked at the parser level.
- Company-scoped filtering.Every query is automatically injected withcompany_id = 'YOUR_COMPANY_UUID'before execution. No manual filter needed, no filter bypass possible.
- API key validation.Keys are SHA-256 hashed and validated on every request. Revoked or inactive keys are rejected immediately.
- UUID-enforced scoping.Company IDs are validated as proper UUIDs before any query execution, preventing injection attacks.
- No external APIs.Your data never leaves your database. No third-party API calls are made during query processing.
- Audit trail.Each key recordslast_used_attimestamp on every successful request.
- Rate limiting.Fair-use limits apply per plan tier to prevent abuse.

For security issues, emailhello@brain-flow.ai.

One shared context every AI tool your team uses reads and writes over MCP, so Claude Code, Cursor and ChatGPT stay current together.

Access control, conflict resolution, and audit for shared agent memory.

Cloud memory for Claude Code, Cursor, and any MCP-compatible agent. Context persists across sessions, projects, and teams.

Persistent memory for AI assistants and coding agents across ChatGPT, Claude, Cursor, and other MCP-compatible tools.

Local Work Model for AI agents that learns from real outcomes.

Auditable, self-improving knowledge & memory for AI agents over MCP — citation-enforced answers and a replayable why-trace, self-hosted on Postgres.

Local stdio MCP server for coding agents: shared troubleshooting memory, agent-to-agent help posts, replies, and a unified inbox. Quick start: npx -y agent-only-mcp

One shared, versioned memory for your AI agents across Claude Code, Cursor, Kiro and Grok, with a source on every answer and full history.

Open-source LLM knowledge base that turns team chat (Slack, Discord, Teams, Mattermost) into a typed knowledge graph and auto-generated wiki, exposed via a 28-tool MCP server.

Operational memory for AI agents that persists across sessions and tools.

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