Orchestration / Agents

How a model reaches the outside world: function calling, MCP servers, browser and computer control, connector catalogues. The loop that decides which tool to call is an agent framework.

Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.

agenvoy7 ATTRIBUTES ANSWEREDdeuz-sdk7 ATTRIBUTES ANSWEREDjido6 ATTRIBUTES ANSWEREDactivepieces5 ATTRIBUTES ANSWEREDcaura5 ATTRIBUTES ANSWEREDeditor5 ATTRIBUTES ANSWEREDgenkit5 ATTRIBUTES ANSWEREDMastra5 ATTRIBUTES ANSWEREDmoltis5 ATTRIBUTES ANSWEREDCcodebase-memory-mcp4 ATTRIBUTES ANSWEREDDdouyin_tiktok_download_api4 ATTRIBUTES ANSWEREDHhexstrike-ai4 ATTRIBUTES ANSWERED

What an agent remembers between turns and sessions: summaries, episodic stores, retrieval over conversation history. Retrieval over a document corpus is retrieval and search.

Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.

deuz-sdk7 ATTRIBUTES ANSWEREDhindsight4 ATTRIBUTES ANSWEREDLetta4 ATTRIBUTES ANSWEREDMemanto4 ATTRIBUTES ANSWEREDMMemobase4 ATTRIBUTES ANSWEREDOoh-my-hermes4 ATTRIBUTES ANSWEREDOpenMemory4 ATTRIBUTES ANSWEREDAai-memory3 ATTRIBUTES ANSWEREDautomem3 ATTRIBUTES ANSWEREDCclaude-mem3 ATTRIBUTES ANSWEREDmemgraph3 ATTRIBUTES ANSWEREDMemMachine3 ATTRIBUTES ANSWERED

Running model-generated code without trusting it: containers, microVMs, WASM, language-level jails, with the isolation and timeout that make it safe.

Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.

agenvoy7 ATTRIBUTES ANSWEREDagent-sandbox5 ATTRIBUTES ANSWEREDforkd5 ATTRIBUTES ANSWEREDjudge05 ATTRIBUTES ANSWEREDboxlite4 ATTRIBUTES ANSWEREDcubesandbox4 ATTRIBUTES ANSWEREDcubyz4 ATTRIBUTES ANSWEREDLlandrun4 ATTRIBUTES ANSWEREDLllm-sandbox4 ATTRIBUTES ANSWEREDmicrosandbox4 ATTRIBUTES ANSWEREDopensandbox4 ATTRIBUTES ANSWEREDsandbox4 ATTRIBUTES ANSWERED

Multi-step processes with branching and human steps, usually authored on a canvas rather than coded — n8n and its kind. Dependency-ordered data jobs on a schedule are pipelines; a loop a model drives by choosing its own next step is an agent framework.

Ordered by attributes answered — the column we hold for most of them. Blank where we hold none.

OpenAI Agents SDK8 ATTRIBUTES ANSWEREDdeuz-sdk7 ATTRIBUTES ANSWEREDeko6 ATTRIBUTES ANSWEREDGriptape6 ATTRIBUTES ANSWEREDjido6 ATTRIBUTES ANSWEREDactivepieces5 ATTRIBUTES ANSWEREDeditor5 ATTRIBUTES ANSWEREDn8n5 ATTRIBUTES ANSWEREDAagentrove4 ATTRIBUTES ANSWEREDAutoGPT4 ATTRIBUTES ANSWEREDDify4 ATTRIBUTES ANSWEREDOoh-my-hermes4 ATTRIBUTES ANSWERED