The Toolbox
Core orchestration ships with Cohort. The full ecosystem adds communication, content, and monitoring tools for production deployments.
At a Glance
Communication & Research
How your agents reach the outside world -- with you approving every outbound action.
pip install cohortEmail & CalendarEnterprise
Send emails via Resend, manage Google Calendar events, and post to social media (Twitter, LinkedIn, Facebook, Threads). Every outbound message goes through a human approval gate before sending -- nothing leaves without your explicit OK.
Web SearchFree
Two search paths: API-based (SerpAPI, Serper, Google) for high-quality structured results, and local DuckDuckGo for free unlimited search. Enable both, either, or neither. Agents automatically use whichever is available.
pip install ddgs. No API key, no cost, no rate limits. Runs entirely on your machine.YouTubeEnterprise
Search YouTube videos by keyword, get detailed metadata (title, description, channel, view counts, duration), and auto-extract chapter timestamps from video descriptions. Agents use this for research, content analysis, and finding relevant tutorials.
Content & Intelligence
Automated pipelines that discover, analyze, and draft content -- on a schedule, with human approval.
pip install cohortRSS & News MonitoringPro
Automated tech intelligence pipeline. Monitors RSS feeds on a schedule, fetches new articles, scores them for relevance (0-10), and generates periodic briefings. Three stages: RSS Fetch, Analysis, and Weekly Digest.
Document ProcessingFree
Summarize and analyze documents using local AI. Three input methods: drag-and-drop files, paste a URL, or paste text directly. Four analysis modes: Summary, Outline, Key Points, and All.
Supported Formats
Analysis Modes
Two processing backends: Ollama (local, free, private) or Claude API (cloud, paid, higher quality for complex documents). Toggle between them in the UI.
System Management
Monitor services, manage models, and keep everything running from one place.
System Health MonitorFree
Monitors all system services and lets you start, stop, and restart them from the dashboard. Click "Run All Checks" to scan every service, then use buttons to control individual services. Add new services by editing a YAML config file.
LLM ManagerFree
Manage local AI models via Ollama. View installed models, check GPU memory usage, pull new models, and remove ones you don't need. Shows real-time VRAM usage and which models are currently loaded in GPU memory.
Models loaded on-demand, unloaded after use. Quick-pull buttons for recommended models. GPU memory bar shows real-time VRAM allocation.
Work QueueFree
Priority-ordered task execution with single-active constraint. Tasks queue up, the highest-priority one runs, and results flow back to the requesting channel. No parallel execution surprises.
Setup & Onboarding
The easiest way for anyone -- not just developers -- to run local AI. One command handles everything.
Setup WizardFree
One command. Cohort detects your GPU, picks the right AI model, installs everything, and gets you talking to your first agent in under 2 minutes. No configuration files. No terminal expertise. No prior AI experience.
Real recording -- fresh install to first AI conversation. No cuts, no edits.
Response ModesFree
Three tiers of response quality. Toggle with one click in the dashboard. Default is free and local.
Dive Deeper
Detailed pages for each tool category.
MCP ToolsFree
31 MCP tools for any LLM client. Channels, agents, tasks, discussions, search, briefings, web access.
CLIFree
11 commands: setup wizard, project scaffolding, 3 response modes, agent orchestration, web dashboard, and Claude Code integration.
Task SystemFree
Parallel agent tasks with briefing phases, sequential work queue with dependency tracking, recurring schedules, and human review gates.
Content PipelinePro
RSS monitoring, article scoring, AI-drafted posts, multi-platform publishing. Human approval on everything.
Website CreatorPro
7-stage pipeline from YAML brief to production site. Agent roundtables review every page. This site was built by it.
Project IntegrationPro
Bring your agents to every project. .cohort manifest, scoped permissions, portable memory, automatic scaffolding.
VS Code ExtensionFree
Your full agent team inside your editor. Channels, tasks, review queue, and settings -- without switching windows.
Ready to Build?
Core tools ship with pip install cohort. Ecosystem tools available in full deployments.
Social Media & MarketingPro
Content marketing automation with multi-project support. Create multiple projects (brands/products), each with its own content strategy -- target audiences, content pillars, relevance keywords, and brand voice. AI drafts posts from high-scoring content. You approve before anything goes live.