vector database agents

6 tagged vector database, measured the same way as everything else here.

codebase-explorer

01

giancarloerra/SocratiCode

Agent

Deep codebase exploration using SocratiCode. Combines semantic search, dependency graphs, and context artifacts to answer questions about code structure and behaviour. Use when delegating complex codebase understanding tasks that require tracing through multiple files and dependencies. Context: User wants to…

3.3k 3d ago A 154 tokens AGPL-3.0

autogen

02

doobidoo/mcp-memory-service

Agent

Use mcp-memory-service as the persistent memory backend for AutoGen 0.4+ multi-agent conversations.

1.9k 3d ago A 0 tokens original Apache-2.0

crewai

03

doobidoo/mcp-memory-service

Agent

Use mcp-memory-service as the persistent shared memory backend for CrewAI agents and crews.

1.9k 3d ago A 0 tokens original Apache-2.0

prd-writer

05

geckse/markdown-vdb

Agent Claude Code

Generates comprehensive Product Requirements Documents (PRDs) for new features. Use when the user needs a structured PRD, feature specification, or product requirement prompt. Researches the codebase, asks clarifying questions, and produces a detailed document ready for implementation by a coding agent.

23 17d ago A 60 tokens original MIT