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List of Top MCP Servers for April 13, 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
evalops

Deep Code Reasoning

Leverages Google's Gemini AI and Claude Code for advanced, multi-model code analysis, reasoning, and debugging of complex systems.

Developer Tools
105
#2
Bigsy

Mcpmu

Aggregates and manages multiple Model Context Protocol (MCP) servers behind a single, unified endpoint for AI coding agents.

Developer Tools
87
#3
grainulation

Grainulator

Performs multi-pass research sprints to answer questions with typed claims, tension detection, and confidence-graded answers.

Developer Tools
80
#4
FreePeak

LeanKG

Provides AI coding tools with accurate and token-efficient codebase context through a local-first knowledge graph.

Database Management
12
#5
Apra-Labs

Apra Fleet

Orchestrates AI coding agents across networked machines, enabling their coordination from a single conversational interface.

Developer Tools
26
#6
DorukYelken

Model Database Protocol

Enables secure database access for LLMs by translating structured intent objects into validated, policy-enforced SQL queries.

Database Management
#7
AgentTel

AgentTel

Enriches OpenTelemetry telemetry with structured context, enabling AI agents to autonomously diagnose, reason about, and resolve production incidents across diverse tech stacks.

Data Science & ML
#8
iliaal

Compound Engineering

Empowers AI coding agents to follow strict engineering discipline for planning, verification, review, and root cause analysis across diverse development workflows.

Developer Tools
#9
sshh12

Claude Plugins

Extends Claude Code with diverse functionalities, including browser automation, WhatsApp messaging, and tax filing assistance.

API Development
#10
zzet

Gortex

Indexes code repositories into an in-memory knowledge graph to provide optimized context for AI coding agents, significantly reducing token usage.

Developer Tools

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