Gemini MCP servers
MCP servers that connect an AI agent to Gemini: Gemini models, prompts and grounded generation. We have classified 262 so far, listed below and ranked by their independent trust score.
262 catalogued · how we score
Gemini at a glance
- Highest score
- 96 Code Lens
- Median score
- 78
- Scored
- 262 of 262
- Rescanned in 7 days
- 255
remote 161 · npm 85 · pypi 19 · mcpb 11 · oci 4 · figures as of 2026-11-05 02:39 UTC · how we score
Top 100 by trust score Trust score 0–100
- npm 96
Gemini-powered MCP server for code analysis.
- pypi 96
io.github.JoaoBerne/cli-bridge-mcp
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.
- remote · npm 95
How ChatGPT, Claude, Gemini and Perplexity read a site: free check, fix plan, compare, history.
- npm 95
Cut LLM agent token use in Claude Code, Cursor, Codex, Gemini CLI. Local, no API key. gAI Ventures.
- npm 93
Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.
- npm 92
io.github.chrischall/gemini-mcp
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.
- pypi 91
Secure MCP gateway and quarantine for AI agent traffic — three-layer prompt injection defense
- remote 91
Scrape AI answer engines and Google Search/News with country and state-level geo-targeting.
- remote 90
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 more engines.
- remote 90
Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight.
- pypi 90
One chart of your projects across Claude Code, Codex, Gemini CLI, Copilot CLI, ChatGPT.
- npm 90
Drive Longtake Studio from an agent: AI video takes on your own API key, characters, drafts, costs
- remote 89
Multi-model deliberation over MCP: full responses plus typed cross-model reactions from other labs.
- npm 89
Gemini-powered MCP server for code analysis.
- remote · npm 88
LLM Audit deprecated
Measure whether AI assistants actually recommend a brand, from measured answers.
- remote · npm 88
Measure whether AI assistants actually recommend a brand, from measured answers.
- npm 88
io.github.dcostenco/prism-coder
Session memory for coding agents: local-first recall, drift detection, on-device inference.
- remote 88
What ChatGPT, Gemini and Google answer — structured JSON with cited sources.
- remote 88
Omni Flash and Veo video, Nano Banana images on Google Flow, from any MCP client
- pypi 88
Delegate from Claude Code to Gemini, Codex, Copilot, Cursor and opencode CLIs as sub-agents.
- remote 87
Escáner GEO: analiza si una web es legible y citable por ChatGPT, Perplexity, Gemini y Claude.
- remote 87
See whether ChatGPT, Claude and Gemini recommend a startup's product, and who they name instead.
- remote 87
Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.
- npm 87
io.github.fjacquet/nano-banana-mcp
AI image generation and editing with Google Gemini: Nano Banana 2.1, Pro and Lite models
- npm 87
Generate and edit images and video via OpenRouter or any OpenAI-compatible API.
- npm 87
io.github.Lykhoyda/ask-antigravity
Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions
- npm 87
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions
- npm 87
Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs
- npm 87
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.
- remote 86
Scan and fix your site's AI discoverability: crawler access, llms.txt, JSON-LD. Free.
- remote 85
Specularis AI Visibility Audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
- pypi 85
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.
- npm 85
io.github.philo-kim/openharness
Lets AI coding agents discover and reference each other's recent sessions.
- remote 84
GPT, Claude, Gemini, DeepSeek, Grok, Qwen and GLM through one API key. Pay per token.
- npm 84
Check whether ChatGPT, Perplexity and Gemini recommend a business. By Cited (cited.voreli.ai)
- npm 84
Nano Banana MCP server — Google Gemini image generation and editing via Model Context Protocol
- npm 84
io.github.PyModel/claude-agy-mcp
Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.
- npm 84
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
- remote 83
SEO + GEO tools in your AI editor: scan as ChatGPT and Google crawlers see it, fix order, llms.txt.
- npm 83
Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
- npm 83
Unified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravity
- npm 83
io.github.prateekg7/context-bridge
Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.
- npm 83
Live LLM pricing, context windows and model ids, read from each vendor's own page every 3 hours.
- npm 83
io.github.somacoffeekyoto/imgx
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.
- remote 82
Ask a room of Claude, GPT and Gemini from your AI tool, search its memory and log decisions.
- remote 82
Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies.
- remote 82
Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.
- remote 82
Checks if ChatGPT, Claude, Gemini and Perplexity can reach and read a website, with ranked fixes.
- npm 82
One MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.
- remote 81
Brands ChatGPT names for real buyer questions, updated every 30 minutes, with AI visibility scores.
- remote 81
Free AI visibility scan for any B2B company: see how often AI engines recommend it, plus the fixes.
- npm 81
Asks 8 AI crawlers for your page, checks who really answered, and writes the fixes. MIT.
- npm 81
TokenLab MCP server: generate images and video, call models. 32 default and 89 full-profile tools.
- remote 81
HubVibe: Pay-per-Call Agent Tools: Web Search, Email Verify, Contact Screening, Stocks, Crypto, News
75 metered agent services: research, verification, audits, data and media over MCP, A2A and HTTP.
- npm 81
Bidirectional AI agent collaboration — spawn and communicate with any agent CLI
- npm 80
Check if your exit IP works for ChatGPT, Claude, Gemini: ASN, proxy/IDC type, risk, AI availability
- remote 80
Checks if AI assistants name a local business. Free shareable report, honest fixes, no guarantees.
- pypi 80
MCP server for Google Gemini AI - text, image, video, research, and more
- npm 80
io.github.Daichi-Kudo/llm-advisor
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.
- remote · npm 80
Gemini Exchange MCP (public endpoints).
- npm 80
Per-turn token cost of AGENTS.md, CLAUDE.md and other agent instruction files, with safe fixes.
- npm 79
io.github.getjoystick/nanobanana-mcp
Lean MCP server for Google's Nano Banana (Gemini) image models. Returns file paths, not base64.
- remote · npm 79
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.
- mcpb · pypi 79
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
- npm 79
AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents
- npm 79
io.github.sshahzaiib/agy-bridge
Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.
- remote 78
ai.getvda/authenticated-llm-agent
Authenticated LLM Agent
- remote 78
ai.getvda/authenticated-llm-agent-bcrypt
Authenticated LLM Agent (Bcrypt)
- remote 78
ai.getvda/authenticated-llm-jwt-agent
Authenticated LLM JWT Agent
- remote 78
ai.getvda/authenticated-llm-mcp-agent
Authenticated LLM MCP Agent
- remote 78
ai.getvda/authenticated-llm-traced-agent
Authenticated LLM Traced Agent
- remote 78
ai.getvda/authenticated-mcp-agent-aed9d5
Authenticated MCP Agent
- remote 78
ai.getvda/authenticated-mcp-agent-bcrypt
Authenticated MCP Agent (Bcrypt)
- remote 78
ai.getvda/authenticated-mcp-agent-openai
Authenticated MCP Agent (Openai)
- remote 78
ai.getvda/authenticated-mcp-traced-agent
Authenticated MCP Traced Agent
- remote 78
ai.getvda/authenticated-multi-llm-agent
Authenticated Multi-LLM Agent
- remote 78
ai.getvda/claude-schema-output-agent
Claude Schema Output Agent
- remote 78
ai.getvda/encrypted-langchain-session-agent
Encrypted LangChain Session Agent
- remote 78
ai.getvda/encrypted-langchain-token-agent
Encrypted LangChain Token Agent
- remote 78
ai.getvda/encrypted-oauth-llm-agent
Encrypted OAuth LLM Agent
- remote 78
ai.getvda/google-oauth-credential-service
Google OAuth Credential Service
- remote 78
ai.getvda/google-oauth-langchain-agent
Google OAuth LangChain Agent
- remote 78
ai.getvda/google-sign-in-claude-agent
Google Sign-In Claude Agent
- remote 78
ai.getvda/google-sign-in-langchain-agent
Google Sign-In LangChain Agent
- remote 78
ai.getvda/langchain-login-and-token-agent
LangChain Login and Token Agent
- remote 78
ai.getvda/llm-observability-orchestration
LLM Observability & Orchestration Agent
- remote 78
ai.getvda/llm-observability-orchestration-agent-langchain
LLM Observability & Orchestration Agent (Langchain)
- remote 78
ai.getvda/llm-observability-orchestration-agent-langchain-community
LLM Observability & Orchestration Agent (LangChain Community)
- remote 78
ai.getvda/llm-orchestration-agent-2
MCP-Native LLM Orchestration Agent
- remote 78
ai.getvda/llm-orchestration-agent-2-df5979
LLM Orchestration Agent 2
- remote 78
ai.getvda/llm-orchestration-agent-cryptography
LLM Orchestration Agent (Cryptography)
- remote 78
ai.getvda/llm-orchestration-agent-d0a1a1
LLM Orchestration Agent
- remote 78
ai.getvda/llm-orchestration-agent-d2feb0
LangSmith-Traced LLM Orchestration Agent
- remote 78
ai.getvda/llm-orchestration-agent-langchain
LLM Orchestration Agent (Langchain)
- remote 78
ai.getvda/llm-orchestration-agent-langchain-anthropic
LLM Orchestration Agent (Langchain Anthropic)
- remote 78
ai.getvda/llm-orchestration-agent-langchain-core
LLM Orchestration Agent (Langchain Core)
- remote 78
ai.getvda/llm-orchestration-agent-langchain-openai
LLM Orchestration Agent (Langchain Openai)
- remote 78
ai.getvda/llm-orchestration-agent-langgraph
LLM Orchestration Agent (Langgraph)
- remote 78
ai.getvda/llm-orchestration-agent-langsmith
LLM Orchestration Agent (Langsmith)
- remote 78
ai.getvda/llm-orchestration-agent-mcp
LLM Orchestration Agent (Mcp)
Every server here has been scored. A server is listed here because its description and tool definitions say it is built for Gemini. That is what the server declares about itself, not an integration we have tested, so check the score breakdown before you trust one. This classification currently runs only over servers that publish a hosted endpoint, so a Gemini server distributed solely as an installable package will not appear here yet, however clearly it belongs. Treat the ranking as a partial field rather than the whole one.
Common questions
What is a Gemini MCP server?
A Gemini MCP server exposes Gemini models, prompts and grounded generation to an AI assistant over the Model Context Protocol, so the assistant can work with Gemini directly instead of you moving data in and out by hand. These come from the public MCP registry, and being listed there is not a review of the code, so the publisher is worth checking as closely as the feature list.
How do I get started with a Gemini MCP server?
Start from the ranked list on this page, then open a server's own page and read its score breakdown before you install anything. Every server listed here is a hosted endpoint, so that breakdown covers Endpoint Security, Transport & Reachability, Schema Quality & AI Usability, Stability & Change Management, Tool Coverage, Tool Safety and Capabilities. A Gemini server acts on your Gemini data, so check what access it asks for before you connect it. The same page carries install snippets for the common MCP clients.