diff --git a/README.md b/README.md
index 258b268e..615a0369 100644
--- a/README.md
+++ b/README.md
@@ -1511,7 +1511,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [vectorize-io/hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory
 - [wazionapps/nexo](https://github.com/wazionapps/nexo) [![wazionapps/nexo MCP server](https://glama.ai/mcp/servers/wazionapps/nexo/badges/score.svg)](https://glama.ai/mcp/servers/wazionapps/nexo) 🐍 🏠 - Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sensory register), semantic RAG, Ebbinghaus decay, trust scoring, and 76+ MCP tools.
 - [whynowlab/jarvis-orb](https://github.com/whynowlab/jarvis-orb) [![whynowlab/jarvis-orb MCP server](https://glama.ai/mcp/servers/whynowlab/jarvis-orb/badges/score.svg)](https://glama.ai/mcp/servers/whynowlab/jarvis-orb) 🐍 🏠 - Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.
-- [zzhang82/Agent-Memory-Bridge](https://github.com/zzhang82/Agent-Memory-Bridge) [![zzhang82/Agent-Memory-Bridge MCP server](https://glama.ai/mcp/servers/zzhang82/Agent-Memory-Bridge/badges/score.svg)](https://glama.ai/mcp/servers/zzhang82/Agent-Memory-Bridge) 🐍 🏠 - MCP-native, local-first memory for coding agents that turns real sessions into reusable decisions, gotchas, and domain knowledge.
+- [zzhang82/Agent-Memory-Bridge](https://github.com/zzhang82/Agent-Memory-Bridge) [![zzhang82/Agent-Memory-Bridge MCP server](https://glama.ai/mcp/servers/zzhang82/Agent-Memory-Bridge/badges/score.svg)](https://glama.ai/mcp/servers/zzhang82/Agent-Memory-Bridge) 🐍 🏠 - MCP-native, local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas, and domain knowledge.
 - [teolex2020/AuraSDK](https://github.com/teolex2020/AuraSDK) [![teolex2020-aurasdk MCP server](https://glama.ai/mcp/servers/teolex2020-aurasdk/badges/score.svg)](https://glama.ai/mcp/servers/teolex2020-aurasdk) 🐍 🏠 — Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.
 - [arthurpanhku/Arthor-Agent](https://github.com/arthurpanhku/Arthor-Agent) [![arthor-agent MCP server](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent/badges/score.svg)](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent) 🐍 🏠 ☁️ - ...