2026년 8월 16일 기준 인기 MCP 서버 목록

커뮤니티 제출과 참여 신호를 바탕으로 생성된 일일 순위입니다.

#1sandbaseai

Sandbase Harness

Provides an open-source, CMA-compatible agent runtime for any model, integrating MCP tools, sandboxed sessions, audit trails, session replay, and a local console.

Developer Tools
642
#2AlgoNoRhythm

Flare

Visualizes codebase dependencies as an interactive graph, integrating AI agents for collaborative development and real-time code changes.

Developer Tools
280
#3smadi0x86

Multi-Debugger

Facilitates LLM interaction with GDB and LLDB for binary debugging and analysis.

Developer Tools
71
#4Co-Engram

Co-Engram

Establishes a self-evolving memory system for AI agents and teams, mimicking brain-like memory behaviors.

Developer Tools
13
#5VyomKulshrestha

Heliox

Automate computer control across Windows, macOS, and Linux using natural language, voice, gesture, and gaze, with built-in permission gates and execution verification.

Productivity & Workflow
64
#6enonforetsam

Fluid

Create dependency-free WebGL generative art for backgrounds, wallpapers, and live embeds.

API Development
62
#7firelock-ai

Kin

Records software as a persistent graph of entities, relations, changes, and provenance, offering a semantic authority for query and review by humans and AI agents.

Database Management
47
#8XBP-Europe

SageMath

Provides LLM clients with comprehensive access to SageMath's symbolic math, algebra, number theory, graph, and plotting capabilities through a persistent, stateful session.

API Development
14
#9rails-hyperdrive

Rails Hyperdrive

Plugs AI coding agents into your running Rails application to provide live introspection and stack-matched knowledge.

API Development
19
#10yaminbkk

NexusMem

Indexes and serves local development history, including shell commands with exit codes, git commits, and project documents, to enhance AI coding agents' context.

Developer Tools
12