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  3. November 7, 2025

List of Top MCP Servers for November 7, 2025

Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.

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#1
Jeb icon

Jeb

179

Provides an MCP server and plugin for JEB Pro, facilitating advanced reverse engineering workflows and integration with external analysis tools.

Developer Tools
#2
Tree-sitter Analyzer icon

Tree-sitter Analyzer

15

Offers a scalable, multi-language code analysis framework for deep AI integration and robust command-line operations.

Developer Tools
#3
Installer icon

Installer

Facilitates the discovery, configuration, and local installation of Model Context Protocol (MCP) servers.

Developer Tools
#4
Flight and Stay Search icon

Flight and Stay Search

Integrates with the Duffel API to provide comprehensive search functionality for flights and accommodations, including detailed offers and guest reviews.

API Development
#5
OpenAPI Directory icon

OpenAPI Directory

Provides a Model Context Protocol server for accessing the world's largest repository of OpenAPI specifications and integrating custom APIs, enhancing LLM coding agent accuracy and preventing hallucinations.

API Development
#6
Tako icon

Tako

Queries Tako to retrieve real-time data and generate visualizations.

Data Science & ML
#7
Tuba Workflow icon

Tuba Workflow

Exposes Tuba.ai computer vision workflows as callable tools for programmatic interaction by AI assistants, scripts, and services.

Data Science & ML
#8
Rendi icon

Rendi

Enables AI assistants to run FFmpeg commands and process multimedia in the cloud without local installation.

Developer Tools
#9
GraphRAG icon

GraphRAG

Centralizes document retrieval capabilities for enterprise agents by building a knowledge graph-powered Model Context Protocol (MCP).

Data Science & ML
#10
Gmail icon

Gmail

Integrates Gmail's comprehensive email functionalities through the Model Context Protocol (MCP) for standardized management.

Developer Tools

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