Mica

What is Mica?

Mica gives a company one place to manage the AI skills, prompts and agents that employees create on their own. Instead of workflows staying on one person's laptop, an employee asks their assistant to publish a skill, and Mica packages it, suggests its requirements such as permissions, and shares it as Community or Verified. Verified capabilities have an accountable owner and an eval suite that Mica generates from real traces or from the capability itself; every proposed change must pass those evals before it ships. Teams can adapt a capability through overlays stored as patches against the canonical version, so improvements still flow through. Members browse by the job they need done, owners review contributions with summaries, security flags and diffs, and AI admins see what exists, who owns it and which tools and scopes it uses. Suggestions are never silently loaded into an employee's AI context. Pricing is not published.

Use cases

• Share employee-built AI skills across the company
• Find an existing AI workflow for a task
• Test changes to a skill with generated evals
• Customize a shared skill for one team
• Review contributions before they ship
• Track which AI capabilities and tools are in use

Who it's for

• AI admins
• Platform and security teams
• Skill owners
• Employees building AI workflows

Why use Mica

• Coworkers stop rebuilding workflows that someone has already solved.
• Evals show what regressed before an owner approves a change.
• Overlays let teams customize without creating untracked copies.
• Security and platform teams get visibility without blocking bottom-up experiments.
• Capabilities are suggested rather than silently loaded into an employee's AI context.

Mica features

• Marketplace to discover company AI capabilities
• Publishing from inside the employee's AI assistant
• Community and Verified trust levels
• Evals generated from real traces
• Evals generated from a capability's instructions and tools
• Eval-gated contributions to Verified capabilities
• Team overlays stored as patches
• Owner review with AI summaries, security flags and diffs
• Declared requirements and readiness checks
• Admin view of owners, plugins, tools and scopes

How to get started with Mica

1. An employee asks their AI assistant to publish a useful skill to Mica.
2. Mica packages it and proposes metadata and requirements, which the publisher confirms.
3. The skill is shared as Community, or as Verified with an owner and generated evals.
4. Coworkers discover it, approve installation and personalize it through an overlay.
5. Owners review contributed changes against the eval suite before accepting them.

Mica limitations

• Pricing is not published
• Verified status requires an accountable owner and a passing eval suite

Mica pricing

We couldn't confirm pricing on the official site. Check usemica.com for current prices.

Prices can change and may vary by country or exclude tax. Check the official pricing page.

Mica alternatives

The main Mica alternatives listed on Debuly are Glean, WRITER, Context, QM, Agent Swarm and Gigged.AI. The table compares pricing and platforms; order is A–Z.

1. 

   Agent Swarm

   Self-hosted, MIT-licensed system where a lead agent hands work to Docker-isolated Claude Code, Codex and other coding workers.

   Automation and agentsCodingDeveloper platforms
   Open sourceVisit Agent Swarm (official site)
2. 

   Context

   Workspace and runtime for AI agents that run in your own cloud, with shared files, chat, evals and per-agent identity.

   Automation and agentsDeveloper platformsProductivity
   FreemiumVisit Context (official site)
3. 

   Gigged.AI

   Work orchestration platform that maps staff skills and AI agents, then converts a project brief into a staffed team with costs attached.

   Automation and agentsProductivity
   FreemiumVisit Gigged.AI (official site)
4. 

   Glean

   Enterprise AI platform that searches company apps, answers questions with permissions respected, and runs agents on your own data.

   ProductivityResearch and searchAutomation and agents
   Contact salesVisit Glean (official site)
5. 

   QM

   An open-source multiplayer agent harness for company work, run in your own cloud and used from Slack and the web.

   Automation and agentsProductivityDeveloper platforms
   Open sourceVisit QM (official site)
6. 

   WRITER

   WRITER is an enterprise platform where a single agent runs governed, on-brand workflows built from playbooks, a knowledge graph and Palmyra models.

   Automation and agentsWritingMarketing and SEO
   Contact salesVisit WRITER (official site)

Mica FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from usemica.com · fetched 24 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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