100 servers37.9k total stars330 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 May 2026

Top AI Tools MCP Servers Compared

ServerStarsToolsTransportAuthor
Skill SeekersThe data layer for AI systems.11.1k2stdioyusufkaraaslan
Context ModeThe other half of the context problem.5.6k6stdiomksglu
SemioticA React data visualization library designed for AI-assisted development.2.6k0stdionteract
RocketRideSelf-hosted, open-source AI pipeline platform for MCP tools1.6k1stdiorocketride-org
Context+Semantic Intelligence for Large-Scale Engineering.1.5k17stdioForLoopCodes
ShipSwiftAI-native SwiftUI component library — production-ready code for LLMs1.3k0httpsignerlabs
BlitzNative macOS app for building, testing, and shipping iOS apps with AI agents1.2k3stdioblitzdotdev
jCodeMunchStructured code retrieval for serious AI agents1.2k3httpjgravelle
Next.js DevToolsProvides specialized development tools and utilities for Next.js6921stdiovercel
Anything to NotebookLMConvert any content source into podcasts, PPTs, mind maps, and quizzes.5882stdiojoeseesun

All AI Tools MCP Servers

S

Skill Seekers

11.1k

The data layer for AI systems.

C

Context Mode

5.6k

The other half of the context problem.

S

Semiotic

2.6k

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

R

RocketRide

1.6k

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

C

Context+

1.5k

Semantic Intelligence for Large-Scale Engineering.

S

ShipSwift

1.3k

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

B

Blitz

1.2k

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

J

jCodeMunch

1.2k

Structured code retrieval for serious AI agents

N

Next.js DevTools

692

Provides specialized development tools and utilities for Next.js

A

Anything to NotebookLM

588

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

A

Axon

583

The knowledge graph for your codebase

D

Defeatbeta API

520

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

M

MeiGen AI Design

498

Turn Claude Code into your personal design assistant rivaling Lovart

S

SocratiCode

422

Give any AI instant automated knowledge of your entire codebase

T

Todoist AI

397

Connects AI agents to Todoist to manage tasks and projects.

I

Idea Reality

392

Check if your startup idea already exists automatically.

M

MoltBrain

375

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

S

SkillPort

347

The SkillOps Toolkit for Agent Skills

M

Memorix

324

Local-first memory platform for AI coding agents.

D

Django MCP Server

295

An implementation of the Model Context Protocol for Django applications.

P

Pipelock

271

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

C

Capsule

263

A secure, durable runtime for AI agents

O

Octocode

251

Intelligent code indexer and semantic search engine with GraphRAG

T

TradeMemory Protocol

239

Persistent, outcome-weighted memory for AI trading agents

M

MCP Context Protector

216

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

M

MemoryGraph

178

Graph-based MCP Memory Server for AI Coding Agents

M

MCPProxy

163

Smart proxy for AI agents with tool discovery and security quarantine

M

MCP Codex Dev

162

Integrate Codex CLI into Claude Code workflows with session management.

C

ClaudeR

157

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

G

Gemini CLI MCP Bridge

134

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

M

MCP Startup Framework

125

A framework for building remote MCP servers on Cloudflare Workers

P

Prism MCP

122

Your AI agent's memory that survives between sessions.

C

Context Sync

119

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

F

Farnsworth

118

The World's Most Advanced Collective Intelligence Operating System

M

Mengram

114

Give your AI agents memory that actually learns

(

(S)AGE

113

Persistent, consensus-validated memory infrastructure for AI agents.

S

SuperLocalMemory

107

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

O

OpenClaw MCP

103

MCP server for OpenClaw AI assistant integration.

T

Tendem MCP

103

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

D

DocSentinel

96

Automated security assessment for documents and questionnaires

D

DocSentinel

96

Automated security assessment for documents and questionnaires

M

MindOS

90

Human Thinks Here, Agent Acts There.

F

Figma MCP Bridge

90

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

O

Ogham MCP

86

Persistent, searchable shared memory for AI coding agents.

S

Stitch MCP

84

Universal MCP Server for Google Stitch

F

flompt

84

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

E

Excalidraw

83

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

E

Excalidraw Architect

79

Generate beautiful Excalidraw architecture diagrams with perfect auto-layout

Y

YouTube Skills for AI Agents

78

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

C

Coze MCP Server

71

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

O

OpenClueo MCP Server

71

The Universal AI Personality Layer for Model Context Protocol

Y

YTT MCP

71

An MCP server designed to fetch transcripts for YouTube videos.

W

WinRemote MCP

70

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

E

EvalView

69

Regression testing for AI agents.

U

Unity MCP Server

69

Gives AI assistants full control over Unity Hub and Unity Editor

A

Agent OS

68

A kernel architecture for governing autonomous AI agents

S

Snip

67

Visual communication layer between humans and AI agents for macOS.

B

Bricks MCP

58

AI-powered assistant for Bricks Builder.

O

Open CLAW Knowledge Distiller

58

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

W

WP DevDocs

58

A verified WordPress hook database for AI coding assistants.

G

GDAL MCP

58

Geospatial AI with epistemic reasoning

A

AgentKits Memory

57

Persistent Memory System for AI Coding Assistants

A

Aura Memory

56

Cognitive Layer That Makes Your AI Model Smarter Over Time

R

REMnux MCP Server

54

Execute malware analysis tools on a REMnux system via AI assistants

F

Figsor

51

Chat in Cursor. Design in Figma.

G

gopls-mcp

51

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

M

Mem0 MCP Self-hosted

50

Self-hosted mem0 MCP server for Claude Code.

A

Android Source Explorer

49

MCP server for exploring AOSP internals and Jetpack libraries.

O

OMEGA

46

Persistent Memory for AI Coding Agents

O

Omega

46

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

K

Knowledge RAG

45

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

B

Brainstorm MCP

45

Runs multi-round brainstorming debates between multiple AI models

G

Glin Profanity

45

ML-Powered Profanity Detection for the Modern Web

D

DevContext

44

Empower your development workflow with intelligent context awareness

G

Generative UI MCP

41

Teaches AI models to generate interactive visualizations and widgets.

Z

ZMCPTools

41

Professional multi-agent orchestration platform for Claude Code

M

MCP YouTube Intelligence

41

Intelligent YouTube video analysis with token-optimized summaries and reporting

G

Gemini MCP

40

Bridge connecting the Model Context Protocol to the Gemini CLI via ACP

B

Brain MCP

39

Cognitive prosthetic for AI agents that remembers how you think.

R

Roampal

38

Outcome-based persistent memory for AI coding tools.

H

Herald

38

The self-hosted MCP bridge between Claude Chat and Claude Code.

H

Herald

38

The self-hosted MCP bridge between Claude Chat and Claude Code.

O

Open Ontologies

37

A Terraforming MCP for Knowledge Graphs

C

Context Engine

37

A local-first, agent-agnostic MCP server for workspace indexing and retrieval.

S

Second Opinion MCP

34

Get instant second opinions from 17 AI platforms and 800,000+ models

P

ParaView-MCP

33

Autonomous agent for scientific visualization using natural language

A

Amazing Marvin MCP

32

Connect your Amazing Marvin productivity system with AI assistants

A

AI Interaction Tool

30

Modern AI interaction tool with advanced UI and powerful features for MCP

F

Frida Agent MCP

29

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

C

Copilot Leecher

29

Squeeze every drop out of your GitHub Copilot premium requests.

N

Network AI

28

Multi-agent swarm orchestrator for AI workflows

E

Engram

28

The intelligence layer for AI agents

G

Godot MCP Pro

27

Premium MCP server for AI-powered Godot game development.

S

Snyk Studio

27

Integrate Snyk security scanning capabilities directly into AI-assisted workflows.

G

gget-mcp

27

An MCP server for the gget bioinformatics library

A

AgentWall

26

Run AI agents safely on your local machine

T

TACIT

26

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

A

Agent Collaboration MCP Server

26

Orchestrate a team of sub-agents through tmux sessions for complex tasks.

R

RayBridge

26

Bridges locally installed Raycast extensions to any MCP-compatible client.

D

DSers MCP Product

25

Automate DSers product import, bulk edit variants, and push to Shopify or Wix

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.

Open Conare