doobidoo/mcp-memory-service v10.16.0

v10.16.0 - Agentic AI Repositioning with REST API Integration Guides

on GitHub

Agentic AI Market Repositioning

This release repositions mcp-memory-service as the memory backend for multi-agent AI pipelines, adding dedicated integration guides and a key API feature that makes per-agent memory scoping trivial.

What's New

Agent Framework Integration Guides (docs/agents/)

Five new guides covering every major agent framework:

• docs/agents/README.md — Framework selection guide and overview
• docs/agents/langgraph.md — LangGraph StateGraph memory nodes, cross-graph sharing patterns with before/after node hooks
• docs/agents/crewai.md — CrewAI BaseTool implementations for memory store and retrieve
• docs/agents/autogen.md — AutoGen 0.4+ FunctionTool schema with async patterns
• docs/agents/http-generic.md — Generic HTTP examples covering all 15 REST endpoints

X-Agent-ID Header Auto-Tagging

Send X-Agent-ID: my-agent in any POST /api/memories request and the endpoint automatically prepends an agent:my-agent tag to the stored memory. No client-side tag management required — per-agent memory scoping works out of the box.

POST /api/memories
X-Agent-ID: research-agent
Content-Type: application/json

{"content": "API rate limit is 100 req/min", "tags": ["api"]}
# Stored with tags: ["agent:research-agent", "api"]

agent: Tag Namespace

New NAMESPACE_AGENT entry ("agent:") added to the tag taxonomy in models/tag_taxonomy.py, providing a standard prefix for agent-scoped memory isolation and retrieval.

README Overhaul

• New hero section: "Persistent Shared Memory for AI Agent Pipelines"
• "Why Agents Need This" comparison table (with/without mcp-memory-service)
• Competitor comparison table (vs Mem0, Zep, DIY approaches)
• LangGraph, CrewAI, AutoGen framework badges
• Agent Quick Start code block

PyPI Discoverability

Updated pyproject.toml description and keywords to target the multi-agent and agentic AI ecosystem: added multi-agent, langgraph, crewai, autogen, agentic-ai, ai-agents keywords.

Test Coverage

tests/web/api/test_memories_api.py adds 3 tests for X-Agent-ID behavior:

• Header present: agent: tag correctly prepended
• Header absent: no agent: tag added
• Tag deduplication: no duplicate agent: tag if client already sends it

Upgrade Notes

This is a fully backward-compatible minor release. No configuration changes required. Existing agents using the REST API gain X-Agent-ID support automatically.

Full changelog: https://github.com/doobidoo/mcp-memory-service/blob/main/CHANGELOG.md#10160---2026-02-18