Synapse

Team memory agent

Shared memory for a dev team: nobody repeats questions already answered, and everyone's coding assistant works with the project's real context.

What it does

Before, everyone on the team ran their own AI assistant with its own context. Knowledge got lost and decisions already made kept getting reinvented. Synapse centralizes that knowledge and answers over chat, the terminal, or right from the coding agent, always showing only what that person is allowed to see. For devs coding with AI help this is the key part: their coding assistant queries this memory while they work, so it writes code grounded in the project's real context instead of guessing.

Capabilities

Searches the team's real knowledge before answering, so it never makes things up
Filters every answer by the asker's permission; nobody sees more than their role allows
Saves changes straight into shared knowledge, synced automatically so two people writing at once don't step on each other
Each dev's coding assistant connects to this memory (via MCP) to code with the project's real context, not blindly
The same system answers over chat, the terminal, or the coding agent, each channel with its own trust level
Running today in production, for a real 4-person team

How it works

synapse> cli — diego@teamSimulated example — no live connection

This is what the dev's code editor sees

ProductForm.tsx

1function ProductForm() {

2 return (

3 <form>

4 <input name="name" />

5 <input name="price" />

6 <input name="category" />

7 <input name="stock" />

8 </form>

9 )

10}

Agent chat

Create a product creation screen

Synapse · via MCP

According to the team's documentation, a Product has name, price, category and stock. Generating the form with those fields.

Built with

FastAPIDeepSeekpython-telegram-botGit

Supported channels

MCPTelegramCLIAntigravity

Setup time

Built to order for an internal 4-dev team. Not a packaged product with a standard setup time.

Related project

Synapse — Infraestructura

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Capabilities

Searches the team's real knowledge before answering, so it never makes things up

Filters every answer by the asker's permission; nobody sees more than their role allows

Saves changes straight into shared knowledge, synced automatically so two people writing at once don't step on each other

Each dev's coding assistant connects to this memory (via MCP) to code with the project's real context, not blindly

The same system answers over chat, the terminal, or the coding agent, each channel with its own trust level

Running today in production, for a real 4-person team

How it works

synapse> cli — diego@teamSimulated example — no live connection

This is what the dev's code editor sees

ProductForm.tsx

1function ProductForm() {

2 return (

3 <form>

4 <input name="name" />

5 <input name="price" />

6 <input name="category" />

7 <input name="stock" />

8 </form>

9 )

10}

Agent chat

Create a product creation screen

Synapse · via MCP

According to the team's documentation, a Product has name, price, category and stock. Generating the form with those fields.