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  3. April 4, 2026

List of Top MCP Servers for April 4, 2026

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

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#1
borghei

Claude Skills

Provides a comprehensive library of AI skill packages, Python automation tools, and knowledge bases to empower various AI coding assistants and platforms.

Developer Tools
72
#2
P0lar1zzZ

Ombre Brain

Provides Claude with a long-term emotional memory system that uses emotional tagging, natural forgetting, and active memory surfacing.

Productivity & Workflow
51
#3
xelektron

Token Enhancer

Strips web pages down to clean text for AI agents, dramatically reducing token usage before entering the context window.

Developer Tools
45
#4
samyama-ai

Samyama

Manages and queries large-scale graph-vector datasets with high performance, supporting OpenCypher, vector search, and advanced graph algorithms.

Database Management
44
#5
opendatalab

MinerU-Ecosystem

Provides a comprehensive toolkit for the MinerU Open API, enabling seamless document parsing for various applications and AI agents.

API Development
40
#6
smucclaw

L4 IDE

Formalize legal rules, contracts, and legislation into executable specifications with mathematical precision, bringing software engineering rigor to legal drafting and analysis.

API Development
31
#7
barbacane-dev

Barbacane

Provides a spec-driven API gateway for routing, validation, and authentication based on OpenAPI or AsyncAPI specifications.

API Development
23
#8
finstacklabs

Finstack

Provides comprehensive financial data, AI-driven analytics, and research workflows for Indian and global markets, accessible via MCP clients.

Data Science & ML
#9
pipepie

Pipepie

Establishes self-hosted, end-to-end encrypted tunnels for webhooks, AI pipelines, and local development with advanced inspection and tracing capabilities.

Developer Tools
#10
coinpaprika

Claude Marketplace

Provides official Claude Code plugins for accessing free crypto market data and DeFi analytics from CoinPaprika and DexPaprika.

Developer Tools

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