Hosted Google Gemini MCP alternatives
This Gemini server is self-hosted: you run it locally with your own Google API key, and there is no managed endpoint to add by URL. If you would rather connect over a remote connection with nothing to operate, you need a server the vendor hosts.
The hosted options below are a mix. A few are model and inference platforms close to Gemini's job, others are AI tooling around models, docs, observability, automation, and image generation, so read each for what it actually does rather than assuming a like-for-like swap.
The 8 best hosted alternatives
- AssemblyAIOfficial
An integration helper rather than a model client, the hosted AssemblyAI server searches and reads its speech-to-text and audio-intelligence docs for agents building audio features.
Set up AssemblyAI → - BasetenOfficial
Closest to Gemini's job in hosted form: Baseten's servers give live access to your model deployments and docs, so an agent can deploy, call, and operate models over a managed connection.
Set up Baseten → - Hugging FaceOfficial
The managed discovery layer across providers, the hosted Hugging Face server searches and explores models, datasets, Spaces, papers, and docs with no process to run.
Set up Hugging Face → - LangfuseOfficial
The observability side of running model calls rather than making them, the hosted Langfuse server manages prompts and queries traces, observations, evals, and LLM metrics.
Set up Langfuse → - RecraftOfficial
For images over a managed endpoint, Recraft's hosted server generates and edits raster and vector images, builds styles, vectorizes, and upscales.
Set up Recraft → - ReplicateOfficial
Replicate's hosted server discovers, compares, and runs thousands of hosted models across image, video, audio, and language, a broad inference platform reached by URL.
Set up Replicate → Activepieces' hosted server turns open-source automation pieces and flows into agent tools through a per-project endpoint, fitting when the agent orchestrates steps around a model.
Set up Activepieces →Adjacent rather than a model client: Firecrawl's hosted server turns websites into clean, LLM-ready data through scrape, crawl, map, search, and extract, feeding a model rather than being one.
Set up Firecrawl →
How to choose
For a hosted stand-in close to Gemini, Baseten and Replicate are the real matches, since both run models over a managed connection, with Hugging Face for discovery. Recraft covers hosted image generation. Langfuse, Activepieces, and Firecrawl are AI tooling around models, observability, automation, and data ingestion, and AssemblyAI is a docs helper rather than a model client.
FAQ
- Is there a hosted version of the Gemini MCP server?
- No. This Gemini server is self-hosted; you run it locally with your own Google API key. For a managed model platform you connect to by URL, Baseten and Replicate are the closest, both running models over a hosted connection.
- Which hosted server is closest to Gemini for running models?
- Baseten, since it deploys, calls, and operates models over a managed endpoint, with Replicate close behind for running thousands of hosted models across modalities. Hugging Face is the hosted option if you mainly need to discover models rather than run your own.