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Vinkius
CrewAIFramework
Why use GlassFrog MCP Server with CrewAI?

Bring Holacracy
to CrewAI

Create your Vinkius account to connect GlassFrog to CrewAI and start using all 12 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

MCP Inspector GDPR Free for Subscribers
Create New ProjectFind Member By EmailGet Circle SummaryList Checklist ItemsList Circle MetricsList Circle PoliciesList Holacracy CirclesList Holacracy RolesList Org MembersList Role AssignmentsList Tactical ProjectsVerify Api Connection
ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
GlassFrog

What is the GlassFrog MCP Server?

Connect your GlassFrog organization to any AI agent to automate your Holacracy governance and tactical operations through the Model Context Protocol (MCP). GlassFrog is the premier platform for self-management and organizational clarity. This MCP server enables you to retrieve circle structures, role definitions, project lists, and performance metrics directly through natural conversation.

Key Features

  • Organizational Oversight — List all circles and role definitions, retrieving detailed purposes and accountabilities for every role in the organization.
  • Tactical Project Management — Access and list tactical projects, and programmatically create new projects within specific circles from your chat interface.
  • Governance Transparency — Retrieve circle policies and governance records to understand the rules and constraints of your organization.
  • Performance Metrics — Access defined metrics and checklist items to track organizational health and tactical progress.
  • Workforce Collaboration — List all organization members and search for specific people by email to verify role assignments.
  • Real-time Synchronization — Keep your Holacracy data accessible to your AI assistant without leaving your primary workspace.

How it works

  1. Subscribe to this server through the Vinkius Marketplace
  2. Enter your GlassFrog API Key (found in User Profile > Settings > API Keys)
  3. Start managing your Holacracy organization from Claude, Cursor, or any MCP client

Who is this for?

  • Lead Links & Facilitators — quickly check circle accountabilities or list tactical projects without manual dashboard navigation.
  • Operations Managers — get a real-time overview of organizational metrics and policies via simple AI commands.
  • Self-Managed Teams — automate the tracking of next actions and project statuses for better tactical alignment.

Built-in capabilities (12)

create_new_project

Add a project

find_member_by_email

Search member

get_circle_summary

Get circle overview

list_checklist_items

List checklists

list_circle_metrics

List metrics

list_circle_policies

List policies

list_holacracy_circles

List all circles

list_holacracy_roles

List role definitions

list_org_members

List people

list_role_assignments

List assignments

list_tactical_projects

List all projects

verify_api_connection

Check connection

Why CrewAI?

When paired with CrewAI, GlassFrog becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call GlassFrog tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.

  • Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools

  • CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the mcps parameter and agents auto-discover every available tool at runtime

  • Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls

  • Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports

See it in action

GlassFrog in CrewAI

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run GlassFrog with Vinkius?

The GlassFrog connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 12 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

GlassFrog
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect GlassFrog using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

GlassFrog and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect GlassFrog to CrewAI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures GlassFrog for CrewAI

Every request between CrewAI and GlassFrog is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

How do I get an API Key for GlassFrog?

Log in to your GlassFrog account, click on your profile avatar, go to 'Settings', and then 'API Keys' to generate or copy your token.

02

What is a Circle in GlassFrog?

A Circle is an organizational unit in Holacracy that groups together related roles and responsibilities to achieve a specific purpose.

03

Can I create new projects via the agent?

Yes! Use the 'create_new_project' tool. You will need to provide a description and the ID of the Circle where the project should be added.

04

How do I find a Circle ID?

Use the 'list_holacracy_circles' tool. The agent will return all available circles along with their unique IDs and names.

05

How does CrewAI discover and connect to MCP tools?

CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.

06

Can different agents in the same crew use different MCP servers?

Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.

07

What happens when an MCP tool call fails during a crew run?

CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.

08

Can CrewAI agents call multiple MCP tools in parallel?

CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.

09

Can I run CrewAI crews on a schedule (cron)?

Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.

10

MCP tools not discovered

Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.

11

Agent not using tools

Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".

12

Timeout errors

CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.

13

Rate limiting or 429 errors

Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.

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