MCPcopy
hub / github.com/coleam00/ottomator-agents

github.com/coleam00/ottomator-agents @main sqlite

repository ↗ · DeepWiki ↗
2,301 symbols 9,912 edges 307 files 1,820 documented · 79%
README

What is the Live Agent Studio?

The Live Agent Studio is a community-driven platform developed by oTTomator for you to explore cutting-edge AI agents and learn how to implement them for yourself or your business! All agents on this platform are open source and, over time, will cover a very large variety of use cases.

The goal with the studio is to build an educational platform for you to learn how to do incredible things with AI, while still providing practical value so that you’ll want to use the agents just for the sake of what they can do for you!

This platform is still in beta – expect longer response times under load, a rapidly growing agent library over the coming months, and a lot more content on this platform soon on Cole Medin’s YouTube channel!

What is this Repository for?

This repository contains the source code/workflow JSON for all the agents on the Live Agent Studio! Every agent being added to the platform is currently be open sourced here so we can not only create a curated collection of cutting-edge agents together as a community, but also learn from one another!

Tokens

Most agents on the Live Agent Studio cost tokens to use, which are purchasable on the platform. However, when you first sign in you are given some tokens to start so you can use the agents free of charge! The biggest reason agents cost tokens is that we pay for the LLM usage since we host all the agents developed by you and the rest of the community!

Purchase Tokens

Future Plans

As the Live Agent Studio develops, it will become the go-to place to stay on top of what is possible with AI agents! Anytime there is a new AI technology, groundbreaking agent research, or a new tool/library to build agents with, it’ll be featured through agents on the platform. It’s a tall order, but we have big plans for the oTTomator community, and we’re confident we can grow to accomplish this!

FAQ

I want to build an agent to showcase in the Live Agent Studio! How do I do that?

Head on over here to learn how to build an agent for the platform:

Developer Guide

Also check out the sample n8n agent for a starting point of building an n8n agent for the Live Agent Studio, and the sample Python agent for Python.

How many tokens does it cost to use an agent?

Each agent will charge tokens per prompt. The number of tokens depends on the agent, as some agents use larger LLMs, some call LLMs multiple times, and some use paid APIs.

Where can I go to talk about all these agents and get help implementing them myself?

Head on over to our Think Tank community and feel free to make a post!

Think Tank Community


© 2024 Live Agent Studio. All rights reserved.
Created by oTTomator

Extension points exported contracts — how you extend this code

RedditPost (Interface)
(no doc)
ask-reddit-agent/ui/reddit_result.tsx
VoiceflowButton (Interface)
(no doc)
~voiceflow-dialog-api-integration~/VoiceflowFrontendComponent.tsx
ToolResult (Interface)
(no doc)
ask-reddit-agent/ui/reddit_result.tsx
VoiceflowTrace (Interface)
(no doc)
~voiceflow-dialog-api-integration~/VoiceflowFrontendComponent.tsx
RedditResultsGridProps (Interface)
(no doc)
ask-reddit-agent/ui/reddit_result.tsx
VoiceflowAgentProps (Interface)
(no doc)
~voiceflow-dialog-api-integration~/VoiceflowFrontendComponent.tsx
ToolResult (Interface)
(no doc)
ask-reddit-agent/ui/tool_results.tsx
ToolResultsProps (Interface)
(no doc)
ask-reddit-agent/ui/tool_results.tsx

Core symbols most depended-on inside this repo

get
called by 801
docling-rag-agent/ingestion/embedder.py
run
called by 162
docling-rag-agent/cli.py
log_debug
called by 113
genericsuite-app-maker-agent/lib/codegen_utilities.py
run
called by 43
agentic-rag-knowledge-graph/cli.py
get_par_value
called by 37
genericsuite-app-maker-agent/lib/codegen_general_lib.py
get_par_value
called by 34
genericsuite-app-maker-agent/lib/codegen_streamlit_lib.py
semantic_search
called by 34
ag-ui-rag-agent/agent/tools.py
get_default_resultset
called by 33
genericsuite-app-maker-agent/lib/codegen_utilities.py

Shape

Method 930
Function 916
Class 394
Route 53
Interface 8

Languages

Python99%
TypeScript1%

Modules by API surface

genericsuite-app-maker-agent/lib/codegen_streamlit_lib.py74 symbols
ag-ui-rag-agent/agent/tests/test_requirements.py45 symbols
claude-agent-sdk-demos/telegram_integration/tests/test_telegram_bot.py43 symbols
ag-ui-rag-agent/agent/tests/test_dependencies.py43 symbols
ag-ui-rag-agent/agent/tests/test_cli.py39 symbols
nba-agent/agent_trial/nba_agent_1.py34 symbols
ag-ui-rag-agent/agent/tests/test_tools.py33 symbols
genericsuite-app-maker-agent/lib/codegen_general_lib.py31 symbols
ag-ui-rag-agent/agent/tests/test_integration.py31 symbols
ag-ui-rag-agent/agent/tests/test_agent.py31 symbols
agentic-rag-knowledge-graph/tests/agent/test_models.py27 symbols
agentic-rag-knowledge-graph/tests/agent/test_db_utils.py27 symbols

Dependencies from manifests, versioned

@ag-ui/client0.0.35 · 1×
@ai-sdk/openai1.3.22 · 1×
@copilotkit/react-core1.9.3 · 1×
@copilotkit/react-ui1.9.3 · 1×
@copilotkit/runtime1.9.3 · 1×
@eslint/eslintrc3 · 1×
@types/node20 · 1×
@types/react19 · 1×
@types/react-dom19 · 1×
concurrently9.1.2 · 1×
eslint9 · 1×

Datastores touched

(mongodb)Database · 1 repos
dbnameDatabase · 1 repos
postgresDatabase · 1 repos
test_dbDatabase · 1 repos
agentic_ragDatabase · 1 repos
customDatabase · 1 repos
dbDatabase · 1 repos
neondbDatabase · 1 repos

For agents

$ claude mcp add ottomator-agents \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact