Lokka
Free desktop tool that connects AI agents like GitHub Copilot and Claude to Microsoft Graph securely.
Lokka is a practical, free tool for M365 admins and developers who want to query Graph data via AI agents like GitHub Copilot or Claude. It's desktop-only, single-user, and narrowly focused on Microsoft Graph—no multi-cloud, no team features, and no enterprise support. If you manage M365 and want to experiment with AI-driven administration, it's worth trying. For collaborative or enterprise-scale automation, consider alternatives like Microsoft Power Automate or custom scripts.
Verified 14d ago · liveness 57/100 · cite: rightaichoice.com/tools/lokka
- Microsoft 365 administrators
- IT pros managing M365
- Developers building AI-powered M365 tools
- Security analysts
- Non-Microsoft 365 users
- Teams requiring collaborative access
- Users seeking multi-cloud support
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Skip Lokka if you don't use Microsoft 365 or if you need multi-cloud support, team collaboration features, or large-scale automation that requires headless or cloud-based execution.
Lokka is free for everyone, which makes it a no-brainer for individual M365 admins and hobbyists. Compared to paid tools like Microsoft Power Automate (which has per-flow costs) or third-party M365 management suites, Lokka costs nothing, but you trade away cloud execution, team features, and official support.
In short
Lokka — Free desktop tool that connects AI agents like GitHub Copilot and Claude to Microsoft Graph securely. Best for Microsoft 365 administrators, IT pros managing M365, Developers building AI-powered M365 tools. Free to use.
What people actually say about Lokka — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
16 mentions across 2 sources (Reddit, Lemmy) · researched Jul 3, 2026.
Average across the 2 sources that answered — each source counts once, not each post.
- +Free to use with no paid tiers, reducing financial risk.
- +Runs locally on desktop, keeping sensitive M365 data secure.
- +Connects AI agents like Copilot and Claude to Microsoft Graph.
- +Allows natural language queries for M365 administration tasks.
- +Designed specifically for M365 admins and developers, not general users.
- −Zero community reviews or testimonials to validate the tool.
- −No documented support channels or customer service options.
- −Potential instability due to reliance on new MCP standard.
- −Limited to Microsoft Graph; no integration with other cloud services.
- −No mobile or web version; requires desktop installation.
- • No paid tiers, but requires a valid Microsoft 365 license with appropriate permissions
Viability Score
How well maintained and how widely used is Lokka? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Natural language querying of Microsoft 365 data
- Local desktop execution (Windows & Mac)
- Model Context Protocol (MCP) support
- Integration with GitHub Copilot
- Integration with Claude
- Manage users, groups, and devices
- Retrieve audit logs and reports
- Automate administrative tasks via natural language
- Secure local data handling (no cloud relay)
- Free to use with no paid tiers
- Microsoft Graph API access
About Lokka
Lokka is a free desktop application that bridges AI agents like GitHub Copilot and Claude with Microsoft Graph and Microsoft 365 services. It runs locally on your Windows or Mac desktop, enabling you to query M365 data, manage users and groups, retrieve audit logs, and automate administrative tasks using natural language. Lokka implements the Model Context Protocol (MCP) to provide a standardized interface for AI tools to interact with Graph APIs. All data stays on your machine, ensuring no sensitive information is sent to the cloud. Designed for M365 admins, IT pros, and developers, Lokka offers a zero-cost entry point for exploring AI-driven M365 management. While it lacks multi-cloud support or collaborative features, its free, desktop-first approach makes it a practical tool for individual experimentation and lightweight automation.
Behind the Verdict
Lokka shines in its simplicity and zero cost. It's a desktop app that runs on Windows and Mac, and it uses the Model Context Protocol (MCP) to connect your favorite AI coding assistants—GitHub Copilot and Claude—directly to Microsoft Graph. That means you can ask questions like 'list recent sign-in failures' or 'show me device compliance status' and get answers without writing a single line of PowerShell or Graph API code. The local execution model is a huge plus for security-conscious admins: your tenant data never leaves your machine, so there's no cloud relay to worry about. Where Lokka falls short is scale and collaboration. It's strictly single-user, desktop-only, and limited to Microsoft Graph. If you're a team of ten admins who all need to run the same automations, there's no shared workspace, no role-based access, and no central dashboard. And if you're hoping to manage AWS or Google Cloud alongside M365, you're out of luck—this tool is 100% Microsoft-focused. For advanced bulk automation—like provisioning hundreds of users overnight—you'd be better off with Microsoft Graph PowerShell scripts or Power Automate flows that can run headless. Still, for an individual admin who lives in M365 and is curious about AI-assisted administration, Lokka is a low-risk, high-reward experiment. It's free, it's local, and it plugs into tools you already own. Just don't expect it to replace your entire automation stack.
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Real-world workflow fit
Concrete scenarios for the personas Lokka actually fits — and what changes day-one when you adopt it.
You need to quickly find which users have disabled MFA in your tenant.
Outcome: With Lokka running on your desktop and connected to Claude, you type 'list all users with MFA disabled' and get the result within seconds—no Graph API calls or PowerShell needed.
You suspect recent sign-in failures from a specific IP range and want to investigate.
Outcome: You ask GitHub Copilot in Lokka to 'show me sign-in failures from 203.0.113.0/24' and it returns the audit logs, letting you spot the breach quickly without writing a single line of code.
You need to audit user permission changes over the last month.
Outcome: Using Lokka with Claude, you ask 'list all admin role changes in the last 30 days' and get a clean report, saving hours of manual log searching.
Use Cases
- Query Microsoft 365 user properties using natural language via your AI agent
- List recent sign-in failures from your tenant without writing Graph API code
- Automate group membership changes with a single command
- Retrieve device compliance status for your M365 environment
- Generate usage reports for Microsoft 365 services
- Search audit logs for security events without writing code
Models Under the Hood
as of 2026-09-13
Limitations
- Lokka is a free desktop tool that connects AI agents like GitHub Copilot and Claude to Microsoft Graph, running locally on the desktop for security.
- It is oriented toward Microsoft 365 administration and leverages the Model Context Protocol (MCP) for integration.
- The vendor site provides minimal documentation and no changelog detail, indicating the project is early-stage.
as of 2026-08-26
Verification history
We have re-verified Lokka 6 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
Where the pricing makes sense
The company stage and team size where Lokka's pricing actually pencils out — and where peers do it cheaper.
Lokka is free for everyone, which makes it a no-brainer for individual M365 admins and hobbyists. Compared to paid tools like Microsoft Power Automate (which has per-flow costs) or third-party M365 management suites, Lokka costs nothing, but you trade away cloud execution, team features, and official support.
Setup time & first value
How long it actually takes to get something useful out of Lokka — broken out by persona, not the marketing-page minute.
M365 Admin: ~10 minutes to install the desktop app, sign in, and connect an AI agent like Claude. IT Pro: ~15 minutes including downloading, connecting to Microsoft Graph, and testing a first query. Developer: ~20 minutes to set up and explore the MCP integration.
Switching to or from Lokka
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Graph PowerShell scripts: replace manual scripts with natural language queries in Lokka, cutting down on writing and maintaining code.
- ↗To Microsoft Power Automate: move automations to cloud-based flows if you need team collaboration or scheduled execution beyond what Lokka offers locally.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 6 videos for “Lokka”, and we withheld 6: 6 could not be judged, because “Lokka” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Lokka.
Official links
Featured Head-to-Head Comparisons
Lokka vs Spider Cloud
Choose Lokka if your priority is secure, local access to Microsoft 365 data via AI agents like Copilot or Claude—it's free and purpose-built for M365 admins. Choose Spider Cloud if you need fast, scalable web scraping for AI agents and RAG pipelines, with advanced features like browser AI commands and data connectors. Spider Cloud's freemium model offers pay-as-you-go flexibility, while Lokka is entirely free but limited to Microsoft Graph.
Lokka vs Presto Voice
If you run a QSR chain aiming to boost drive-thru revenue and efficiency, Presto Voice is your proven solution with measurable upsell ROI. For Microsoft 365 admins needing secure, AI-powered Graph queries from the desktop, Lokka is a free, focused tool. They solve completely different problems—choose based on your domain.
Lokka vs Temporal Ai
Choose Temporal AI if you need a robust orchestration platform to build fault-tolerant, long-running AI agents or microservices. Choose Lokka if your primary need is to let AI agents like Claude or Copilot securely query Microsoft 365 data using natural language. For M365 admin tasks, Lokka is free and purpose-built; for general durable execution, Temporal is the industry standard.
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