AgentIndex icon
AgentIndex
agent-library logo
agent-library
★ 33
vs
agent-fleet-o logo
agent-fleet-o
★ 76

agent-library vs agent-fleet-o

agent-library: Agent Library provides AI agents with persistent storage for text, documents, and knowledge using SQLite with vector search (sqlite-vec) and full-text search (FTS5). It supports hybrid search combining semantic and keyword matching, configurable embedding models, and offers both CLI and MCP server interfaces for integration.; agent-fleet-o: FleetQ is an open-source AI agent orchestration platform for building, running, and monitoring autonomous multi-agent systems. It features a visual DAG builder, human-in-the-loop approvals, MCP server integration, and full audit trail. Works with major LLM providers and supports self-hosted or cloud deployment.

01

TL;DR

agent-library logo
agent-libraryVision / Multimodal · ★ 33

Storing and retrieving agent memories across conversations

Read agent-library full review →
agent-fleet-o logo
agent-fleet-oVision / Multimodal · ★ 76

Autonomous dev pipelines: agent opens PR, CI runs, reviewer agent approves, merges, and deploys

Read agent-fleet-o full review →
02

Side-by-Side Comparison

Field
agent-library logoagent-library
agent-fleet-o logoagent-fleet-o
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 33
★ 76
License
Apache-2.0
AGPL-3.0
Install Command
uv tool install 'agent-library[all]'
git clone https://github.com/escapeboy/agent-fleet-o.git && cd agent-fleet && make install
Updated
3w ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent, agent-memory, agentic-ai
agent-orchestration, agentic-ai, ai-agents
03

Features

agent-library logoagent-library
01Persistent knowledge storage for AI agents
02SQLite with sqlite-vec for vector search
03Full-text search using FTS5 with BM25 ranking
04Hybrid search combining semantic and keyword matching
05Configurable embedding models (local or OpenAI-compatible API)
agent-fleet-o logoagent-fleet-o
01Visual DAG workflows with 8 node types
02Multi-agent crews with 7 process types
03Budget controls with credit ledger and pessimistic locking
04Agent evolution for self-improvement via LLM analysis
05MCP server with 450+ tools across 45 domains
04

Use Cases

agent-library logoagent-library
↳Storing and retrieving agent memories across conversations
↳Searching documents, code, and PDFs with semantic understanding
↳Building context-aware AI assistants with persistent knowledge
agent-fleet-o logoagent-fleet-o
↳Autonomous dev pipelines: agent opens PR, CI runs, reviewer agent approves, merges, and deploys
↳Customer support triage: bug report widget triggers agent to extract reproduction steps and generate fixes
↳Multi-agent research: crew of Strategist, Researcher, and Writer with QA reviewer
FAQ

FAQ

What is the difference between agent-library and agent-fleet-o?
Both agent-library and agent-fleet-o are in the Vision / Multimodal category. agent-library has 33 stars, while agent-fleet-o has 76 stars.
Which is better, agent-library or agent-fleet-o?
The best choice depends on your use case. Choose agent-library if Storing and retrieving agent memories across conversations, and agent-fleet-o if Autonomous dev pipelines: agent opens PR, CI runs, reviewer agent approves, merges, and deploys.
Is agent-library free or open source?
Yes, agent-library is open source on GitHub (Apache-2.0).
Is agent-fleet-o free or open source?
Yes, agent-fleet-o is open source on GitHub (AGPL-3.0).
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Alternatives to agent-library →Alternatives to agent-fleet-o →agent-library details →agent-fleet-o details →