Glean
An MCP server implementation integrating the Glean API, providing search and chat functions.
2.5 points
9.6K

What is the Glean MCP Server?

The Glean MCP Server is a tool that integrates the Glean API, providing powerful search functionality and intelligent question - answering capabilities. It can help you quickly find the information you need and answer your questions through a conversational approach.

How to use the Glean MCP Server?

Simply build a Docker image and configure it in Claude Desktop to start using the search and chat functions.

Application Scenarios

Suitable for enterprise or individual users who need efficient information retrieval and automated question - answering.

Main Features

Search Function
Returns a list of relevant search results based on the input keywords.
Intelligent Question - Answering
Provides a human - machine interactive question - answering experience through natural language processing technology.
Advantages
Supports multiple types of search queries.
Has powerful natural language understanding and generation capabilities.
Is easy to integrate into existing systems (such as Claude Desktop).
Is open - source and free to use (MIT license).
Has strong cross - platform compatibility.
Limitations
Initial deployment may require a certain technical background.
The quality of answers to complex questions depends on the quality of the training data.
Some advanced functions may depend on the settings of external API keys and service domain names.

How to Use

Build a Docker Image
Run the following command to create a Docker image for the Glean MCP Server.
Configure Claude Desktop
Add relevant information about the Glean MCP Server to the configuration file of Claude Desktop.

Usage Examples

Case 1: Search for Documents
A user wants to find the latest articles about cloud computing.
Case 2: Intelligent Question - Answering
A user wants to know the basic definition of artificial intelligence.

Frequently Asked Questions

How to install the Glean MCP Server?
Does it support custom search interfaces?
What if I forget to set the API key?

Related Resources

Glean Official Documentation
Detailed API documentation and technical guides.
GitHub Code Repository
The source code address of the open - source project.
YouTube Tutorial Video
A quick - start teaching video.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

A
Airweave
Airweave is an open - source context retrieval layer for AI agents and RAG systems. It connects and synchronizes data from various applications, tools, and databases, and provides relevant, real - time, multi - source contextual information to AI agents through a unified search interface.
Python
15.2K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
8.5K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
8.1K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
18.3K
5 points
P
Praisonai
PraisonAI is a production-ready multi-AI agent framework with self-reflection capabilities, designed to create AI agents to automate the solution of various problems from simple tasks to complex challenges. It simplifies the construction and management of multi-agent LLM systems by integrating PraisonAI agents, AG2, and CrewAI into a low-code solution, emphasizing simplicity, customization, and effective human-machine collaboration.
Python
17.2K
5 points
H
Haiku.rag
Haiku RAG is an intelligent retrieval - augmented generation system built on LanceDB, Pydantic AI, and Docling. It supports hybrid search, re - ranking, Q&A agents, multi - agent research processes, and provides local - first document processing and MCP server integration.
Python
16.3K
5 points
C
Claude Context
Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.
TypeScript
31.5K
5 points
A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
24.1K
5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
37.5K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
26.0K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
77.5K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
22.7K
4.5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
35.6K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
69.1K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
53.0K
4.8 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
102.6K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase