This is an early release preview. You may encounter bugs.

Catalogue

Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

Minimum rating

Any C B A A+

Function

coding 1 connectors 0 data-wrangling 0

deployment 0 generative-media 0 inference 0 interface 0 memory 2 monitoring 0 qa 0 research 0 security 0 training 0 voice 0

Delivery

Harnesses 0 Frameworks 0 Tools 1 Apps 0 Platforms 1

Language

Rust 2 C 0 C# 0

C++ 0 Clojure 0 CSS 0 Dart 0 Emacs Lisp 0 GDScript 0 Go 0 HTML 0 Java 0 JavaScript 0 Jupyter Notebook 0 Kotlin 0 Lua 0 Mojo 0 Perl 0 Python 0 Ruby 0 Shell 0 Swift 0 TypeScript 0 Zig 0

▸ Works with

OpenClaw 0 Hermes 0

▸ Maturity

Maintained 2 Unmaintained 0

▸ License

Apache-2.0 1 MIT 1 AGPL-3.0 0 BSD-2-Clause 0 BSD-3-Clause 0 CC-BY-4.0 0 GPL-3.0 0 LGPL-3.0 0 Other 0

2 tools

Sort

#versioning ×

Platform

LanceDB

Memory

lancedb

Developer-friendly open-source embedded/serverless vector database for multimodal AI, built on the Lance columnar format for billion-scale retrieval.

vector-dbsemantic-searchmultimodalembedded-database

A+ 90

Tool

Omnigraph

MemoryCoding

ModernRelay

Point a dozen agents at one shared graph and they overwrite each other's writes, with no way to review what changed befo

knowledge-graphlakehouseversioningmulti-agent

A 82

Built by Lineage*Labs

For agents MCP setup Privacy Terms