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agent-library

Active·★ 27·Apache-2.0·Updated 2026-05-26
★ Trending★ RAG / Knowledge Base★ Vision / Multimodal

Agent Library personal knowledge base with a search and retrieval system MCP Server and CLI. Preconfigured local models and support for Text, images, OCR/vision, and code embeddings. Use over MCP with (Claude, Cursor, Codex, ChatGPT, etc)

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#agent-memory#agentic-ai#agents#arcade#arcadeai#chatgpt#claude
$ Install
$ uv tool install 'agent-library[all]'
↗ Visit site★ GitHub
01

Features

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)
02

Compatibility

Python
Python 3.8+
Verified via docs
03

Quick start

1
$ uv tool install 'agent-library[all]'
04

Use cases

↳Storing and retrieving agent memories across conversations
↳Searching documents, code, and PDFs with semantic understanding
↳Building context-aware AI assistants with persistent knowledge
05

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Related searches

agent-library AlternativesBest Vision / Multimodal Tools 2026Open Source Vision / Multimodalagent-library Tutorialagent-library Vs Competitorsagentagent-memoryagentic-ai

Comments

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  • R
    Robin WilsonMay 23, 2026

    Good for building AI assistants that have access to curated personal knowledge.

  • C
    Cameron KimApr 27, 2026

    Search quality is better than simple keyword matching over stored documents.

  • R
    Riley LewisApr 9, 2026

    Retrieval-augmented agent workflows that stay personal and local.

  • Finley Rivera
    Finley RiveraMar 4, 2026

    Personal knowledge base with MCP-native search and retrieval is a clean design.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 27
Last commit4d ago
StatusActive
LicenseApache-2.0
CategoryVision / Multimodal
Trend (30d)
+1↑ 0.7%
Links
Documentation↗Discussion↗Issues↗Releases↗

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