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
| Server | Stars | Tools | Transport | Author |
|---|---|---|---|---|
| Skill SeekersThe data layer for AI systems. | 11.1k | 2 | stdio | yusufkaraaslan |
| Context ModeThe other half of the context problem. | 5.6k | 6 | stdio | mksglu |
| SemioticA React data visualization library designed for AI-assisted development. | 2.5k | 0 | stdio | nteract |
| Context+Semantic Intelligence for Large-Scale Engineering. | 1.5k | 17 | stdio | ForLoopCodes |
| ShipSwiftAI-native SwiftUI component library — production-ready code for LLMs | 1.3k | 0 | http | signerlabs |
| BlitzNative macOS app for building, testing, and shipping iOS apps with AI agents | 715 | 3 | stdio | blitzdotdev |
| RocketRideSelf-hosted, open-source AI pipeline platform for MCP tools | 682 | 1 | stdio | rocketride-org |
| AxonThe knowledge graph for your codebase | 583 | 3 | stdio | harshkedia177 |
| SocratiCodeGive any AI instant automated knowledge of your entire codebase | 422 | 3 | stdio | giancarloerra |
| Idea RealityCheck if your startup idea already exists automatically. | 392 | 1 | stdio | mnemox-ai |
All AI Tools MCP Servers
Skill Seekers
11.1kThe data layer for AI systems.
Context Mode
5.6kThe other half of the context problem.
Semiotic
2.5kA React data visualization library designed for AI-assisted development.
Context+
1.5kSemantic Intelligence for Large-Scale Engineering.
ShipSwift
1.3kAI-native SwiftUI component library — production-ready code for LLMs
Blitz
715Native macOS app for building, testing, and shipping iOS apps with AI agents
RocketRide
682Self-hosted, open-source AI pipeline platform for MCP tools
Axon
583The knowledge graph for your codebase
SocratiCode
422Give any AI instant automated knowledge of your entire codebase
Idea Reality
392Check if your startup idea already exists automatically.
Memorix
324Local-first memory platform for AI coding agents.
Capsule
263A secure, durable runtime for AI agents
Octocode
251Intelligent code indexer and semantic search engine with GraphRAG
TradeMemory Protocol
239Persistent, outcome-weighted memory for AI trading agents
MCPProxy
163Smart proxy for AI agents with tool discovery and security quarantine
ClaudeR
157Connect RStudio to MCP-based LLM agents for interactive coding and analysis.
Mengram
114Give your AI agents memory that actually learns
(S)AGE
113Persistent, consensus-validated memory infrastructure for AI agents.
DocSentinel
96Automated security assessment for documents and questionnaires
MindOS
90Human Thinks Here, Agent Acts There.
Figma MCP Bridge
90Stream live Figma document data to AI tools without hitting API rate limits
Stitch MCP
84Universal MCP Server for Google Stitch
YouTube Skills for AI Agents
78Get YouTube transcripts, search videos, browse channels, and extract playlists
Coze MCP Server
71Exposes Coze workflows as MCP tools for AI clients like OpenClaw.
WinRemote MCP
70The ultimate Windows MCP server for remote desktop control and automation.
EvalView
69Regression testing for AI agents.
Unity MCP Server
69Gives AI assistants full control over Unity Hub and Unity Editor
Agent OS
68A kernel architecture for governing autonomous AI agents
Ogham MCP
61Persistent, searchable shared memory for AI coding agents.
Open CLAW Knowledge Distiller
58Turn YouTube, Bilibili, and Facebook videos into structured knowledge articles
WP DevDocs
58A verified WordPress hook database for AI coding assistants.
Aura Memory
56Cognitive Layer That Makes Your AI Model Smarter Over Time
Figsor
51Chat in Cursor. Design in Figma.
gopls-mcp
51Give your AI Agent the compiler's brain, not a text searcher.
Mem0 MCP Self-hosted
50Self-hosted mem0 MCP server for Claude Code.
Android Source Explorer
49MCP server for exploring AOSP internals and Jetpack libraries.
OMEGA
46Persistent Memory for AI Coding Agents
Omega
46AI agents that remember, coordinate, and learn. All on your machine.
Brainstorm MCP
45Runs multi-round brainstorming debates between multiple AI models
Generative UI MCP
41Teaches AI models to generate interactive visualizations and widgets.
ZMCPTools
41Professional multi-agent orchestration platform for Claude Code
MCP YouTube Intelligence
41Intelligent YouTube video analysis with token-optimized summaries and reporting
Gemini MCP
40Bridge connecting the Model Context Protocol to the Gemini CLI via ACP
Brain MCP
39Cognitive prosthetic for AI agents that remembers how you think.
Snip
38Visual communication layer between humans and AI agents for macOS.
Roampal
38Outcome-based persistent memory for AI coding tools.
Herald
38The self-hosted MCP bridge between Claude Chat and Claude Code.
Herald
38The self-hosted MCP bridge between Claude Chat and Claude Code.
Open Ontologies
37A Terraforming MCP for Knowledge Graphs
SuperLocalMemory
36The first local-only AI memory to break 74% retrieval on LoCoMo.
Frida Agent MCP
29AI-driven Android dynamic analysis tool for automated reverse engineering.
Copilot Leecher
29Squeeze every drop out of your GitHub Copilot premium requests.
Network AI
28Multi-agent swarm orchestrator for AI workflows
Engram
28The intelligence layer for AI agents
Godot MCP Pro
27Premium MCP server for AI-powered Godot game development.
Snyk Studio
27Integrate Snyk security scanning capabilities directly into AI-assisted workflows.
TailwindCSS MCP Server
25Comprehensive TailwindCSS utilities, documentation, and template generation.
Statcast MCP Server
24Query MLB Statcast data using plain English
RustChain + BoTTube
24Access RustChain blockchain, BoTTube video platform, and Beacon protocol.
DragonMCP
24The Neural Center for Chinese Local Life Agents
ArmaVita Meta Ads MCP
24A local Model Context Protocol server for Meta Ads management.
Knowledge RAG
23Local RAG system for Claude Code with hybrid search and cross-encoder reranking
OpenTester
23MCP-First Testing Execution Infrastructure for AI coding tools
PM Copilot
23Triangulates customer support tickets and feature requests for product planning.
Cesium MCP
22AI-Powered 3D Globe Control via Model Context Protocol
Delphi Compiler MCP Server
22Compile Delphi projects and query Delphi knowledge bases via MCP
Srclight
21Deep code indexing for AI agents.
Godot MCP
20Comprehensive integration between LLMs and the Godot Engine
Engram RS
20Persistent memory for AI agents — organized by time and space.
LLMling
19A declarative framework for LLM resource management, prompts, and tools.
AudacityMCP
18AI-powered audio editing in Audacity through the Model Context Protocol
RobotMem
18Let Robots Learn from Experience
Enfusion MCP
18MCP server for Arma Reforger modding and Enfusion engine development.
CleanSlice MCP Server
18Provides AI coding agents with access to CleanSlice architecture documentation
Credit Optimizer v5
17Save 30-75% on Manus AI credits with zero quality loss.
DSers MCP Product
17Automate DSers product import, bulk edit variants, and push to Shopify or Wix
NetEase ModSDK MCP Server
17Model Context Protocol Server for NetEase Minecraft ModSDK development
Video Research MCP
17Gemini 3.1 Pro powered video analysis, research, and content extraction
Saga MCP
17A Jira-like project tracker MCP server for AI agents.
Grok FAF MCP
16First MCP server built for Grok
ARBuilder
16AI-powered development assistant for the Arbitrum ecosystem.
MarkdownLM
16Persistent memory and governance layer for AI coding agents
Pi Codemode
16An MCP extension for coding agents to manage and compose MCP tools.
FleetQ
15Self-hosted AI Agent Mission Control platform.
TACIT
15A safety harness for AI agents using Scala 3 with capture checking
Agent Board
15Multi-agent task orchestration for OpenClaw and AI agent teams.
Vision MCP Server
15Adds vision capabilities to any AI model through OpenRouter
Cuba-Memorys
15Persistent memory for AI agents with knowledge graph and adaptive learning.
Cache Overflow
15AI agents sharing knowledge with AI agents
WAIaaS
14Wallet-as-a-Service for AI Agents
ClaudeSmalltalk
14Connect Claude Desktop to a live Smalltalk programming environment.
Askr
13Async Q&A capabilities for AI clients via MCP protocol
Momentum MCP
13A Model Context Protocol server for quantitative trading analysis.
GEO Analyzer
13Content analysis for AI search visibility.
Bitget Wallet
13Exposes Bitget Wallet ToB API as tools for AI agents.
AI Runtime Guard
12Enforce a policy layer before any file or shell action takes effect.
Agent Tool
12Encoding-aware, indentation-smart file tools for AI coding agents.
GodotIQ
12Intelligent MCP server for AI-assisted Godot 4 development
Pyxel MCP
12MCP server for the Pyxel retro game engine
Depwire
12Code 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.