MCP ServerSTDIOOfficialv0.1.3

memwright MCP Server

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

io.github.bolnet/memwright

Hosted URL

https://github.com/bolnet/agent-memory

Transport

STDIO

Auth

No auth required

Connect to memwright

Hosted endpoint — paste into any MCP client.

https://github.com/bolnet/agent-memory

Configuration this server reads at startup.

PG_CONNECTION_STRING
PostgreSQL connection string for pgvector (default: postgresql://memwright:memwright@localhost:5432/memwright)
NEO4J_PASSWORDSecret
Neo4j database password (default: memwright)
OPENROUTER_API_KEYSecret
OpenRouter API key for embeddings (required for semantic search)
OPENAI_API_KEYSecret
OpenAI API key for embeddings (alternative to OpenRouter)

Where to find authoritative docs and source for memwright.

Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.

mcp-context-server

An MCP server that provides persistent multimodal context storage for LLM agents.

SmartMemory

Neuro-symbolic memory for LLMs (POC)

remote-mcp-server

Coupler.io remote MCP server

trip-planner

AI-native trip planning with flights, activities, accommodations, tasks, and maps.