Associated company landscape
Google intelligence →
Association is based on retained identity fields; it does not by itself prove first-party publication.
MCP server intelligence profile
Gemini CLI Orchestrator MCP Server
A lightweight MCP server that enables AI agents to perform deep codebase analysis by leveraging Gemini's massive context window for cross-file analysis and intelligent file selection
1Distribution channel
4Independently observed tools
0Linked remote endpoints
AvailableVersion intelligence
Detailed security scan evidence is not public for this MCP yet. Public identity, registry metadata, and independently observed protocol inventory remain available.
Install and connect
Installation and connection instructions are shown only when supported by retained package, repository, or endpoint evidence.
No verified installation or connection method is available in the retained evidence yet.
Identity
| Canonical slug | gemini-cli-orchestrator-mcp-754ef85d | Deployment | Hybrid |
|---|---|---|---|
| Canonical package | — | Repository | dnnyngyen/gemini-cli-orchestrator |
| First published | — | Latest release | — |
| Last security verification | — | Classification confidence | 35% |
| Publication | Draft | Official distribution | Not verified |
Distributions
| Channel | Identifier | Current version | Versions | Source |
|---|---|---|---|---|
| source_git | dnnyngyen/gemini-cli-orchestrator | 44eceee1adf5e281828aedfb4e6f00daa58c2dbe | 1 | Repository |
Current release
| Package | Version | Published / observed | Inventory | Security scan |
|---|---|---|---|---|
| source_gitdnnyngyen/gemini-cli-orchestrator | 44eceee1adf5e281828aedfb4e6f00daa58c2dbeCurrent | Aug 25, 2026 | 4 toolsSucceeded · 0 resources · 0 prompts | Evidence restricted |
Enterprise protection
Continuously monitor this MCP for security risk
Independently scan the exact version your agents use, receive alerts when its risk changes, and investigate every finding with retained version evidence.
- Independent exact-version security scans
- Continuous release and vulnerability monitoring
- Risk-change alerts with capability context
- Historical evidence and API exports
Custom pricingContact salesTailored to your organization, integrations, data needs, and support requirements.
Current version evidence
No public current-version evidence is available yet.
Current protocol inventory
2025-06-18Negotiated protocol
gemini-collaboration-guideServer-reported name
1Capability groups
Aug 25, 2026Observed
Tools 4
| Tool | Category | Annotations | Risk |
|---|---|---|---|
gemini_craft_promptHelps you write better prompts for Gemini by suggesting effective commands and context.
This tool guides you on crafting effective bash commands for gemini collaboration:
- How to write focused, specific prompts that get better results
- How to select the right files for each analysis step
- How to structure your bash commands for optimal collaboration
- How to interpret and build on gemini's responses
You execute the suggested commands yourself using your bash tools.Input schema{
"type": "object",
"properties": {
"step_description": {
"type": "string",
"description": "What you want to analyze in this step. Be specific about your focus and intent."
},
"context": {
"type": "string",
"description": "Context from previous steps or additional context about your codebase that should inform this step."
}
},
"required": [
"step_description"
]
} | — | — | |
gemini_iterate_analysisGuide iterative analysis using observe-think-act cycles for dynamic problem-solving.
This tool helps you implement iterative analysis patterns that adapt based on findings:
- How to structure reasoning before taking action
- How to observe and interpret results effectively
- How to reflect on findings and adjust strategy dynamically
- How to decide when to continue iterating vs. when to conclude
- How to handle unexpected results and pivot approaches
Based on ReAct patterns used by Gemini CLI itself for complex problem-solving workflows.Input schema{
"type": "object",
"properties": {
"current_understanding": {
"type": "string",
"description": "What you currently understand about the problem/codebase from previous analysis steps."
},
"iteration_goal": {
"type": "string",
"description": "What specific aspect you want to investigate in this ReAct iteration."
},
"unexpected_findings": {
"type": "string",
"description": "Optional: Any unexpected results from previous iterations that require strategy adjustment."
}
},
"required": [
"current_understanding",
"iteration_goal"
]
} | — | — | |
gemini_plan_analysisBreaks down complex analysis goals into a step-by-step plan. Gives you the roadmap, you execute the steps.
This tool helps you plan multi-step analysis by guiding your thinking about:
- How to decompose complex goals into manageable steps
- What order to approach different aspects of your analysis
- How to build understanding incrementally
- How to use each step to inform the next
You execute the suggested gemini commands yourself using your bash tools.Input schema{
"type": "object",
"properties": {
"goal": {
"type": "string",
"description": "Your overall analysis objective. Be specific about what you want to understand and why."
}
},
"required": [
"goal"
]
} | — | — | |
gemini_synthesize_findingsCombine insights from multiple analysis steps into comprehensive understanding.
This tool helps you synthesize results from multiple gemini interactions:
- How to identify patterns and themes across different analyses
- How to structure synthesis prompts that connect insights
- How to build comprehensive understanding from incremental steps
- How to formulate actionable conclusions
You execute the synthesis commands yourself using your bash tools.Input schema{
"type": "object",
"properties": {
"steps_summary": {
"type": "string",
"description": "A brief summary of the analysis steps you have taken so far and what you learned."
},
"synthesis_goal": {
"type": "string",
"description": "What you want to achieve with the synthesis - what kind of comprehensive understanding or conclusions you are seeking."
}
},
"required": [
"steps_summary",
"synthesis_goal"
]
} | — | — |
Resources 0
- None observed.
Resource templates 0
- None observed.
Prompts 0
- None observed.
Remote endpoints
| Endpoint | Transport | Authentication | Health | Observed |
|---|---|---|---|---|
| No verified remote endpoint is linked. | ||||
Gemini CLI Orchestrator MCP Server questions
How do I install Gemini CLI Orchestrator MCP Server?
No verified package installation command is available in the retained catalog evidence.
What tools does Gemini CLI Orchestrator MCP Server provide?
Gemini CLI Orchestrator MCP Server exposed 4 tools during independent protocol observation, including gemini_craft_prompt, gemini_iterate_analysis, gemini_plan_analysis, gemini_synthesize_findings.
Is Gemini CLI Orchestrator MCP Server secure?
The selected current version does not yet have completed public verification. Unknown does not mean clean or vulnerable.
Company and product intelligence
These internal links are derived from strong identity fields such as the implementation name, package, repository, vendor, and listing name—not generic description prose.
Explore related MCP server guides
Curated product and capability guides containing this catalog record.