100 servers84.9k total stars364 tools

AI Tools MCP Servers

MCP servers that extend your AI agent with additional AI capabilities - image generation, text analysis, embeddings, and multi-model orchestration.

Updated August 2026

Top AI Tools MCP Servers Compared

ServerStarsToolsTransportAuthor
Context ModeThe other half of the context problem.20.1k6stdiomksglu
Skill SeekersThe data layer for AI systems.14.8k2stdioyusufkaraaslan
RocketRideSelf-hosted, open-source AI pipeline platform for MCP tools7.0k1stdiorocketride-org
Anything to NotebookLMConvert any content source into podcasts, PPTs, mind maps, and quizzes.5.8k2stdiojoeseesun
SocratiCodeGive any AI instant automated knowledge of your entire codebase3.3k3stdiogiancarloerra
ShipSwiftAI-native SwiftUI component library — production-ready code for LLMs3.0k0httpsignerlabs
SemioticA React data visualization library designed for AI-assisted development.2.7k0stdionteract
jCodeMunchStructured code retrieval for serious AI agents2.6k3httpjgravelle
Context+Semantic Intelligence for Large-Scale Engineering.2.0k17stdioForLoopCodes
BlitzNative macOS app for building, testing, and shipping iOS apps with AI agents1.7k3stdioblitzdotdev

All AI Tools MCP Servers

C

Context Mode

20.1k

The other half of the context problem.

S

Skill Seekers

14.8k

The data layer for AI systems.

R

RocketRide

7.0k

Self-hosted, open-source AI pipeline platform for MCP tools

A

Anything to NotebookLM

5.8k

Convert any content source into podcasts, PPTs, mind maps, and quizzes.

S

SocratiCode

3.3k

Give any AI instant automated knowledge of your entire codebase

S

ShipSwift

3.0k

AI-native SwiftUI component library — production-ready code for LLMs

S

Semiotic

2.7k

A React data visualization library designed for AI-assisted development.

J

jCodeMunch

2.6k

Structured code retrieval for serious AI agents

C

Context+

2.0k

Semantic Intelligence for Large-Scale Engineering.

B

Blitz

1.7k

Native macOS app for building, testing, and shipping iOS apps with AI agents

M

MeiGen AI Design

1.7k

Turn Claude Code into your personal design assistant rivaling Lovart

T

TradeMemory Protocol

1.4k

Persistent, outcome-weighted memory for AI trading agents

P

Pipelock

813

Open-source agent firewall and local runtime for AI agents.

N

Next.js DevTools

813

Provides specialized development tools and utilities for Next.js

A

Axon

804

The knowledge graph for your codebase

I

Idea Reality

782

Check if your startup idea already exists automatically.

D

Defeatbeta API

738

An open-source alternative to Yahoo Finance's market data APIs

M

Memorix

691

Local-first memory platform for AI coding agents.

M

MindOS

660

Human Thinks Here, Agent Acts There.

G

Godot MCP Pro

576

Premium MCP server for AI-powered Godot game development.

Y

YouTube Skills for AI Agents

563

Get YouTube transcripts, search videos, browse channels, and extract playlists

T

Todoist AI

537

Connects AI agents to Todoist to manage tasks and projects.

F

Figma MCP Bridge

522

Stream live Figma document data to AI tools without hitting API rate limits

O

Octocode

452

Intelligent code indexer and semantic search engine with GraphRAG

O

Open Ontologies

442

A Terraforming MCP for Knowledge Graphs

S

SkillPort

408

The SkillOps Toolkit for Agent Skills

U

Unity MCP Server

387

Gives AI assistants full control over Unity Hub and Unity Editor

D

Django MCP Server

374

An implementation of the Model Context Protocol for Django applications.

C

ClaudeR

328

Connect RStudio to MCP-based LLM agents for interactive coding and analysis.

M

MCPProxy

321

Smart proxy for AI agents with tool discovery and security quarantine

S

Snip

321

Visual communication layer between humans and AI agents for macOS.

C

Capsule

294

A secure, durable runtime for AI agents

M

Monolith

281

One plugin. Every Unreal domain. Zero dependencies.

K

Knowledge RAG

259

Local RAG system for Claude Code with hybrid search and cross-encoder reranking

M

MoltBrain

253

Long-term memory layer for Claude Code that learns and recalls project context.

(

(S)AGE

244

Persistent, consensus-validated memory infrastructure for AI agents.

M

MemoryGraph

237

Graph-based MCP Memory Server for AI Coding Agents

M

MCP Context Protector

223

A security wrapper for MCP servers that provides trust-on-first-use pinning.

S

SuperLocalMemory

221

The first local-only AI memory to break 74% retrieval on LoCoMo.

O

OMEGA

206

Persistent Memory for AI Coding Agents

O

Omega

206

AI agents that remember, coordinate, and learn. All on your machine.

M

Mengram

189

Give your AI agents memory that actually learns

C

Context Sync

186

Local-first memory layer for AI development tools via MCP.

O

OpenClaw MCP

183

MCP server for OpenClaw AI assistant integration.

W

WinRemote MCP

181

The ultimate Windows MCP server for remote desktop control and automation.

M

MCP Codex Dev

166

Integrate Codex CLI into Claude Code workflows with session management.

P

PFC MCP

158

AI agent access to ITASCA PFC for simulations, documentation, and plots.

P

Prism MCP

157

Your AI agent's memory that survives between sessions.

C

ContextLattice

152

Local-first memory orchestration for AI systems

F

flompt

147

Turn any AI prompt into a visual flow. Decompose, edit as a flowchart, recompile.

E

Excalidraw Architect

146

Generate beautiful Excalidraw architecture diagrams with perfect auto-layout

G

Gemini CLI MCP Bridge

138

Unified MCP endpoint and OpenAI-compatible API for Gemini CLI tools

B

Blend AI

136

The most intuitive and efficient MCP Server for Blender.

C

Cesium MCP

130

AI-Powered 3D Globe Control via Model Context Protocol

E

EvalView

129

Regression testing for AI agents.

M

MCP Startup Framework

127

A framework for building remote MCP servers on Cloudflare Workers

M

mcp-video

124

The video editing MCP server for AI agents and humans.

S

Stitch MCP

121

Universal MCP Server for Google Stitch

B

Bricks MCP

120

AI-powered assistant for Bricks Builder.

R

REMnux MCP Server

115

Execute malware analysis tools on a REMnux system via AI assistants

O

Ogham MCP

114

Persistent, searchable shared memory for AI coding agents.

M

MCP Compressor

114

An MCP server wrapper for reducing tokens consumed by MCP tools.

M

Mem0 MCP Self-hosted

107

Self-hosted mem0 MCP server for Claude Code.

R

RustChain + BoTTube

106

Access RustChain blockchain, BoTTube video platform, and Beacon protocol.

T

Tendem MCP

103

MCP server for Tendem, AI + Human Agent to get tasks done.

E

Excalidraw

100

Empowers AI agents to create, edit, and manage Excalidraw diagrams

D

Delphi Compiler MCP Server

100

Compile Delphi projects and query Delphi knowledge bases via MCP

A

Android Source Explorer

100

MCP server for exploring AOSP internals and Jetpack libraries.

C

Coze MCP Server

97

Exposes Coze workflows as MCP tools for AI clients like OpenClaw.

D

DocSentinel

85

Automated security assessment for documents and questionnaires

D

DocSentinel

85

Automated security assessment for documents and questionnaires

N

NetEase ModSDK MCP Server

79

Model Context Protocol Server for NetEase Minecraft ModSDK development

F

Fusion360 MCP Server

76

Connects AI coding agents to Autodesk Fusion 360 for CAD automation

G

GDAL MCP

76

Geospatial AI with epistemic reasoning

O

OpenClueo MCP Server

76

The Universal AI Personality Layer for Model Context Protocol

A

AudacityMCP

74

AI-powered audio editing in Audacity through the Model Context Protocol

A

Aura Memory

73

Cognitive Layer That Makes Your AI Model Smarter Over Time

A

Agent OS

73

A kernel architecture for governing autonomous AI agents

T

TACIT

73

A safety harness for AI agents using Scala 3 with capture checking

Y

YTT MCP

73

An MCP server designed to fetch transcripts for YouTube videos.

F

Figsor

73

Chat in Cursor. Design in Figma.

N

Network AI

71

Multi-agent swarm orchestrator for AI workflows

W

WP DevDocs

71

A verified WordPress hook database for AI coding assistants.

B

Brainstorm MCP

68

Runs multi-round brainstorming debates between multiple AI models

B

Brain MCP

68

Cognitive prosthetic for AI agents that remembers how you think.

B

Better Code Review Graph

66

Knowledge graph for token-efficient code reviews

F

Farnsworth

66

The World's Most Advanced Collective Intelligence Operating System

F

Frida Agent MCP

66

AI-driven Android dynamic analysis tool for automated reverse engineering.

A

AgentKits Memory

64

Persistent Memory System for AI Coding Assistants

L

Live2D Automation

64

Automatically generate complete Live2D models from a single photo.

F

FleetQ

63

Self-hosted AI Agent Mission Control platform.

O

Open CLAW Knowledge Distiller

63

Turn YouTube, Bilibili, and Facebook videos into structured knowledge articles

P

ParaView-MCP

61

Autonomous agent for scientific visualization using natural language

R

Roblox MCP

60

MCP server and plugin for Roblox Studio to control game development with AI

E

Excalimate

59

Turn hand-drawn Excalidraw diagrams into keyframe animations

G

Godot Runtime MCP

59

Direct AI access to a running Godot 4.x game for runtime control and testing.

D

Depwire

59

Code dependency graph and AI context engine for your codebase.

G

Glin Profanity

58

ML-Powered Profanity Detection for the Modern Web

G

Generative UI MCP

58

Teaches AI models to generate interactive visualizations and widgets.

G

gopls-mcp

57

Give your AI Agent the compiler's brain, not a text searcher.

Conare · memory for coding agents

Turn server research into persistent context

Use the marketplace to compare options, then keep the docs, env vars, and decisions in Conare so your agent can reuse them later.

Set up free$npx conare@latest