---
title: "Best AI search & models MCP servers: 23 official servers"
url: "https://martechdb.com/categories/ai-search-models"
markdown_url: "https://martechdb.com/categories/ai-search-models.md"
updated: "2026-10-01"
total: 20
page: 1
pages: 1
---

# Best AI search & models MCP servers

20 AI search & models vendors publish an official MCP server. 18 of the 20 host it for you, so there's nothing to install, and 8 let your AI client sign in by itself.

## Every AI search & models vendor with an official MCP server

20 vendors. Each one publishes an official MCP server.

- [Baidu](https://martechdb.com/vendors/baidu.md) (baidu.com): Hosted; API key. AI search & models
- [Perplexity AI](https://martechdb.com/vendors/perplexity-ai.md) (perplexity.ai): Hosted; Install locally; Self-serve sign-in; Sign-in: see vendor docs. AI search & models
- [Huggingface](https://martechdb.com/vendors/huggingface.md) (huggingface.co): Hosted; Sign-in: see vendor docs. AI search & models
- [Scite](https://martechdb.com/vendors/scite.md) (scite.ai): Hosted; Self-serve sign-in. AI search & models
- [Glean](https://martechdb.com/vendors/glean.md) (glean.com): Hosted; Sign-in: see vendor docs. AI search & models
- [You](https://martechdb.com/vendors/you.md) (you.com): Hosted; Self-serve sign-in. AI search & models
- [Jina AI](https://martechdb.com/vendors/jina-ai.md) (jina.ai): Hosted; Sign-in: see vendor docs. AI search & models
- [Liner](https://martechdb.com/vendors/liner.md) (liner.com): Hosted; Self-serve sign-in; Sign-in: see vendor docs. AI search & models
- [Mapify](https://martechdb.com/vendors/mapify.md) (mapify.so): Hosted; Self-serve sign-in. Whiteboards & diagrams, AI search & models
- [novita.ai](https://martechdb.com/vendors/novitaai.md) (novita.ai): Hosted; Sign-in: see vendor docs. AI search & models
- [Linnk the reading navigator](https://martechdb.com/vendors/linnk-the-reading-navigator.md) (linnk.ai): Hosted; Self-serve sign-in. AI search & models
- [Twelve Labs](https://martechdb.com/vendors/twelve-labs.md) (twelvelabs.io): Hosted; Sign-in: see vendor docs. AI search & models, Video
- [Muapi](https://martechdb.com/vendors/muapi.md) (muapi.ai): Hosted; Sign-in: see vendor docs. AI search & models, AI image generation & editing
- [GoSearch](https://martechdb.com/vendors/gosearch.md) (gosearch.ai): Hosted; Sign-in needs vendor setup. AI search & models
- [Airweave](https://martechdb.com/vendors/airweave.md) (airweave.ai): Hosted or install locally; Sign-in: see vendor docs. AI search & models
- [ChatLabs](https://martechdb.com/vendors/chatlabs.md) (writingmate.ai): Hosted; Self-serve sign-in. AI search & models
- [Cracked.ai](https://martechdb.com/vendors/crackedai.md) (cracked.ai): Hosted; Self-serve sign-in. AI search & models
- [Selfstorming](https://martechdb.com/vendors/selfstorming.md) (selfstorming.com): Hosted; Sign-in: see vendor docs. AI search & models
- [IBM](https://martechdb.com/vendors/ibm.md) (ibm.com): Install locally; Sign-in: see vendor docs. AI search & models, Business intelligence
- [Brave](https://martechdb.com/vendors/brave.md) (brave.com): Install locally; Sign-in: see vendor docs. AI search & models

## AI search & models vendors with no official MCP server yet

- [DeepSeek](https://martechdb.com/vendors/deepseek.md) (deepseek.com)

## Questions

### Which AI search & models MCP servers can I connect without any set-up?

8 of the 20 let your AI client sign in by itself with your account (self-serve OAuth), so you can connect in minutes, including Perplexity AI, Scite and You. The others need an API key or an app set up with the vendor first.

### Do AI search & models MCP servers need installing?

18 of the 20 are hosted by the vendor, so you only add an address to your AI client. The rest run on your own computer.

### How many AI search & models tools have an official MCP server?

20 vendors have 23 official servers between them, as of 2 Oct 2026. MartechDB only counts servers a vendor publishes itself, never community copies.

See also: [all vendors](https://martechdb.com/vendors.md), [every category](https://martechdb.com/categories.md).