100 servers29.1k total stars490 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 April 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.2.5k0stdionteract
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 agents7153stdioblitzdotdev
RocketRideSelf-hosted, open-source AI pipeline platform for MCP tools6821stdiorocketride-org
AxonThe knowledge graph for your codebase5833stdioharshkedia177
SocratiCodeGive any AI instant automated knowledge of your entire codebase4223stdiogiancarloerra
Idea RealityCheck if your startup idea already exists automatically.3921stdiomnemox-ai

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

2.5k

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

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

715

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

R

RocketRide

682

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

A

Axon

583

The knowledge graph for your codebase

S

SocratiCode

422

Give any AI instant automated knowledge of your entire codebase

I

Idea Reality

392

Check if your startup idea already exists automatically.

M

Memorix

324

Local-first memory platform for AI coding 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

MCPProxy

163

Smart proxy for AI agents with tool discovery and security quarantine

C

ClaudeR

157

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

M

Mengram

114

Give your AI agents memory that actually learns

(

(S)AGE

113

Persistent, consensus-validated memory infrastructure for AI agents.

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

S

Stitch MCP

84

Universal MCP Server for Google Stitch

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.

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

O

Ogham MCP

61

Persistent, searchable shared memory for AI coding agents.

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.

A

Aura Memory

56

Cognitive Layer That Makes Your AI Model Smarter Over Time

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.

B

Brainstorm MCP

45

Runs multi-round brainstorming debates between multiple AI models

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.

S

Snip

38

Visual communication layer between humans and AI agents for macOS.

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

S

SuperLocalMemory

36

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

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.

T

TailwindCSS MCP Server

25

Comprehensive TailwindCSS utilities, documentation, and template generation.

S

Statcast MCP Server

24

Query MLB Statcast data using plain English

R

RustChain + BoTTube

24

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

D

DragonMCP

24

The Neural Center for Chinese Local Life Agents

A

ArmaVita Meta Ads MCP

24

A local Model Context Protocol server for Meta Ads management.

K

Knowledge RAG

23

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

O

OpenTester

23

MCP-First Testing Execution Infrastructure for AI coding tools

P

PM Copilot

23

Triangulates customer support tickets and feature requests for product planning.

C

Cesium MCP

22

AI-Powered 3D Globe Control via Model Context Protocol

D

Delphi Compiler MCP Server

22

Compile Delphi projects and query Delphi knowledge bases via MCP

S

Srclight

21

Deep code indexing for AI agents.

G

Godot MCP

20

Comprehensive integration between LLMs and the Godot Engine

E

Engram RS

20

Persistent memory for AI agents — organized by time and space.

L

LLMling

19

A declarative framework for LLM resource management, prompts, and tools.

A

AudacityMCP

18

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

R

RobotMem

18

Let Robots Learn from Experience

E

Enfusion MCP

18

MCP server for Arma Reforger modding and Enfusion engine development.

C

CleanSlice MCP Server

18

Provides AI coding agents with access to CleanSlice architecture documentation

C

Credit Optimizer v5

17

Save 30-75% on Manus AI credits with zero quality loss.

D

DSers MCP Product

17

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

N

NetEase ModSDK MCP Server

17

Model Context Protocol Server for NetEase Minecraft ModSDK development

V

Video Research MCP

17

Gemini 3.1 Pro powered video analysis, research, and content extraction

S

Saga MCP

17

A Jira-like project tracker MCP server for AI agents.

G

Grok FAF MCP

16

First MCP server built for Grok

A

ARBuilder

16

AI-powered development assistant for the Arbitrum ecosystem.

M

MarkdownLM

16

Persistent memory and governance layer for AI coding agents

P

Pi Codemode

16

An MCP extension for coding agents to manage and compose MCP tools.

F

FleetQ

15

Self-hosted AI Agent Mission Control platform.

T

TACIT

15

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

A

Agent Board

15

Multi-agent task orchestration for OpenClaw and AI agent teams.

V

Vision MCP Server

15

Adds vision capabilities to any AI model through OpenRouter

C

Cuba-Memorys

15

Persistent memory for AI agents with knowledge graph and adaptive learning.

C

Cache Overflow

15

AI agents sharing knowledge with AI agents

W

WAIaaS

14

Wallet-as-a-Service for AI Agents

C

ClaudeSmalltalk

14

Connect Claude Desktop to a live Smalltalk programming environment.

A

Askr

13

Async Q&A capabilities for AI clients via MCP protocol

M

Momentum MCP

13

A Model Context Protocol server for quantitative trading analysis.

G

GEO Analyzer

13

Content analysis for AI search visibility.

B

Bitget Wallet

13

Exposes Bitget Wallet ToB API as tools for AI agents.

A

AI Runtime Guard

12

Enforce a policy layer before any file or shell action takes effect.

A

Agent Tool

12

Encoding-aware, indentation-smart file tools for AI coding agents.

G

GodotIQ

12

Intelligent MCP server for AI-assisted Godot 4 development

P

Pyxel MCP

12

MCP server for the Pyxel retro game engine

D

Depwire

12

Code dependency graph and AI context engine for your codebase.

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.

Need the old visual installer? Open Conare IDE.
Open Conare