List of Top MCP Servers for December 2, 2025

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

#1
Osaurus icon

Osaurus

1,606

Serve local large language models natively on Apple Silicon with OpenAI/Ollama-compatible APIs, supporting tool calling, a plugin ecosystem, and a menu bar chat UI.

Data Science & ML
#2
AgentUp icon

AgentUp

83

Provides a developer-first framework for building portable, scalable, and secure AI agents with configuration-driven architecture and robust operational features.

Developer Tools
#3
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Perigon

36

Accelerates the development of ASP.NET Core and EF Core backend services through intelligent code generation, accessible via command line, Web UI, and IDE integration.

Developer Tools
#4
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Memory Bank

13

Provides a powerful, vector-native memory bank for AI agents, offering persistent, searchable, and shareable memory with multiple database backends.

Data Science & ML
#5
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Medical APIs

Integrates over a dozen biological and medical databases, providing a unified API endpoint for comprehensive biomedical research.

API Development
#6
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Blender

Transforms Blender into an MCP server, enabling AI agents to control its 3D environment using over 50 powerful tools via API.

Design Tools
#7
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Godot

Empower Godot Engine development with AI assistance, enabling natural language programming, automated tasks, and intelligent project management.

Game Development
#8
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AgentMail

Integrates AgentMail API functionalities, enabling programmatic access to its messaging services.

API Development
#9
Coroot icon

Coroot

Exposes Coroot incidents and health summaries as read-only tools for AI assistants through a Model Context Protocol (MCP) server.

Analytics & Monitoring
#10
Agent Mail icon

Agent Mail

Provides a mail-like coordination layer for coding agents, enabling seamless asynchronous communication and coordination.

Collaboration Tools