List of Top MCP Servers for February 2, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Gopls
Provides compiler-grade Go language semantics to AI agents and LLMs for precise code analysis and optimized token usage.
RLM Claude
Extends Claude Code CLI with persistent memory and context management, preventing loss of conversation history and insights across sessions.
GW Data
Enables AI assistants to query Gravitational Wave (GW) data from GraceDB and GWOSC in real-time.
Cqs
Perform semantic code search to find functions by their behavior rather than their names, leveraging local machine learning and GPU acceleration.
Semantic Code
Facilitates finding code by its meaning and context rather than relying solely on text-based keyword matching.
jQAssistant Graph RAG
Transforms jQAssistant-generated Neo4j graphs into semantically rich, AI-ready knowledge graphs for Java/Kotlin source code analysis.
Nyaomaru 3D UI
Serves the Nyaomaru 3D user interface as an MCP resource, enabling interaction within MCP-enabled clients.
Zget
Archive videos from hundreds of online platforms into a personal, self-hosted library with comprehensive search and metadata preservation.
Notion AI Integration
Integrates AI assistants with Notion databases to automatically save conversations, track learning progress, and facilitate database queries.
Scholarly Mode
Empowers AI assistants to exclusively search, retrieve, and interact with peer-reviewed academic articles from Springer Nature's open access collection.