---
title: >-
  Sila (صِلَة) — Unified multi-agent cross-harness session memory engine and MCP
  server — by Jad Madi (@jadmadi)
description: >-
  Local-first knowledge engine that consolidates session memory, handoffs, and
  codebase facts across Devin, Claude Code, OpenCode, Codex, Antigravity, and
  MiMo into one queryable SQLite store. Exposes a 27-tool Model Context Protocol
  (MCP) server.
href: /project/sila/
author: Jad Madi
category: AI Agents & Memory
domain: AI Agents & Ecosystem
status: Work in Progress / Private Beta
license: Proprietary / Planned Open Core
year: '2026'
---
# Sila (صِلَة) — Unified multi-agent cross-harness session memory engine and MCP server

Local-first knowledge engine that consolidates session memory, handoffs, and codebase facts across Devin, Claude Code, OpenCode, Codex, Antigravity, and MiMo into one queryable SQLite store. Exposes a 27-tool Model Context Protocol (MCP) server.

## Project Overview

- **Website**: https://jadmadi.net/project/sila/
- **Live Platform**: https://jadmadi.net/contact/
- **Domain**: AI Agents & Ecosystem
- **Category**: AI Agents & Memory
- **Status**: Work in Progress / Private Beta
- **Year**: 2026
- **License**: Proprietary / Planned Open Core (proprietary)
- **Author**: [@JadMadi](https://x.com/jadmadi)

## The Problem It Solves

Coding agents operate in isolated ephemeral silos; context, decisions, lessons, and handoffs are lost whenever an agent session closes or when switching from one tool (e.g. Claude Code) to another (e.g. OpenCode or Antigravity).

## The Solution

A centralized, local-first knowledge engine that ingests and standardizes session handoffs, lessons, directives, and verified facts across diverse harnesses, making cross-session memory queryable via MCP tools.

## Key Features & Capabilities

- 27-tool Model Context Protocol (MCP) server for Claude, Cursor, Windsurf, OpenCode, and Antigravity
- Unified knowledge store tracking claims, directives, and architectural scar tissue
- Deterministic handoff contract between sequential agent runs
- Local pre-commit discipline gates verifying tests, formatting, and project memory

## Technical Specifications & Architecture

- **Languages**: Go, SQLite
- **Frameworks / Libraries**: Model Context Protocol (MCP) Go SDK, sqlite3
- **Architecture**: Local-first SQLite store, multi-agent bridge, background reconciliation daemon
- **License Model**: Proprietary / Planned Open Core

## Frequently Asked Questions

### How do I join the Sila private beta?

Reach out directly to Jad Madi (@jadmadi on X) or via the contact form on jadmadi.net to request access and an integration review.

## Links & References

- Project Page on Crosscurrent Code: https://jadmadi.net/project/sila/
- Full Projects Directory: https://jadmadi.net/projects/
- Author Profile: https://jadmadi.net/about/