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
| Server | Stars | Tools | Transport | Author |
|---|---|---|---|---|
| Context ModeThe other half of the context problem. | 20.1k | 6 | stdio | mksglu |
| Skill SeekersThe data layer for AI systems. | 14.8k | 2 | stdio | yusufkaraaslan |
| RocketRideSelf-hosted, open-source AI pipeline platform for MCP tools | 7.0k | 1 | stdio | rocketride-org |
| Anything to NotebookLMConvert any content source into podcasts, PPTs, mind maps, and quizzes. | 5.8k | 2 | stdio | joeseesun |
| SocratiCodeGive any AI instant automated knowledge of your entire codebase | 3.3k | 3 | stdio | giancarloerra |
| ShipSwiftAI-native SwiftUI component library — production-ready code for LLMs | 3.0k | 0 | http | signerlabs |
| SemioticA React data visualization library designed for AI-assisted development. | 2.7k | 0 | stdio | nteract |
| jCodeMunchStructured code retrieval for serious AI agents | 2.6k | 3 | http | jgravelle |
| Context+Semantic Intelligence for Large-Scale Engineering. | 2.0k | 17 | stdio | ForLoopCodes |
| BlitzNative macOS app for building, testing, and shipping iOS apps with AI agents | 1.7k | 3 | stdio | blitzdotdev |
All AI Tools MCP Servers
Context Mode
20.1kThe other half of the context problem.
Skill Seekers
14.8kThe data layer for AI systems.
RocketRide
7.0kSelf-hosted, open-source AI pipeline platform for MCP tools
Anything to NotebookLM
5.8kConvert any content source into podcasts, PPTs, mind maps, and quizzes.
SocratiCode
3.3kGive any AI instant automated knowledge of your entire codebase
ShipSwift
3.0kAI-native SwiftUI component library — production-ready code for LLMs
Semiotic
2.7kA React data visualization library designed for AI-assisted development.
jCodeMunch
2.6kStructured code retrieval for serious AI agents
Context+
2.0kSemantic Intelligence for Large-Scale Engineering.
Blitz
1.7kNative macOS app for building, testing, and shipping iOS apps with AI agents
MeiGen AI Design
1.7kTurn Claude Code into your personal design assistant rivaling Lovart
TradeMemory Protocol
1.4kPersistent, outcome-weighted memory for AI trading agents
Pipelock
813Open-source agent firewall and local runtime for AI agents.
Next.js DevTools
813Provides specialized development tools and utilities for Next.js
Axon
804The knowledge graph for your codebase
Idea Reality
782Check if your startup idea already exists automatically.
Defeatbeta API
738An open-source alternative to Yahoo Finance's market data APIs
Memorix
691Local-first memory platform for AI coding agents.
MindOS
660Human Thinks Here, Agent Acts There.
Godot MCP Pro
576Premium MCP server for AI-powered Godot game development.
YouTube Skills for AI Agents
563Get YouTube transcripts, search videos, browse channels, and extract playlists
Todoist AI
537Connects AI agents to Todoist to manage tasks and projects.
Figma MCP Bridge
522Stream live Figma document data to AI tools without hitting API rate limits
Octocode
452Intelligent code indexer and semantic search engine with GraphRAG
Open Ontologies
442A Terraforming MCP for Knowledge Graphs
SkillPort
408The SkillOps Toolkit for Agent Skills
Unity MCP Server
387Gives AI assistants full control over Unity Hub and Unity Editor
Django MCP Server
374An implementation of the Model Context Protocol for Django applications.
ClaudeR
328Connect RStudio to MCP-based LLM agents for interactive coding and analysis.
MCPProxy
321Smart proxy for AI agents with tool discovery and security quarantine
Snip
321Visual communication layer between humans and AI agents for macOS.
Capsule
294A secure, durable runtime for AI agents
Monolith
281One plugin. Every Unreal domain. Zero dependencies.
Knowledge RAG
259Local RAG system for Claude Code with hybrid search and cross-encoder reranking
MoltBrain
253Long-term memory layer for Claude Code that learns and recalls project context.
(S)AGE
244Persistent, consensus-validated memory infrastructure for AI agents.
MemoryGraph
237Graph-based MCP Memory Server for AI Coding Agents
MCP Context Protector
223A security wrapper for MCP servers that provides trust-on-first-use pinning.
SuperLocalMemory
221The first local-only AI memory to break 74% retrieval on LoCoMo.
OMEGA
206Persistent Memory for AI Coding Agents
Omega
206AI agents that remember, coordinate, and learn. All on your machine.
Mengram
189Give your AI agents memory that actually learns
Context Sync
186Local-first memory layer for AI development tools via MCP.
OpenClaw MCP
183MCP server for OpenClaw AI assistant integration.
WinRemote MCP
181The ultimate Windows MCP server for remote desktop control and automation.
MCP Codex Dev
166Integrate Codex CLI into Claude Code workflows with session management.
PFC MCP
158AI agent access to ITASCA PFC for simulations, documentation, and plots.
Prism MCP
157Your AI agent's memory that survives between sessions.
ContextLattice
152Local-first memory orchestration for AI systems
flompt
147Turn any AI prompt into a visual flow. Decompose, edit as a flowchart, recompile.
Excalidraw Architect
146Generate beautiful Excalidraw architecture diagrams with perfect auto-layout
Gemini CLI MCP Bridge
138Unified MCP endpoint and OpenAI-compatible API for Gemini CLI tools
Blend AI
136The most intuitive and efficient MCP Server for Blender.
Cesium MCP
130AI-Powered 3D Globe Control via Model Context Protocol
EvalView
129Regression testing for AI agents.
MCP Startup Framework
127A framework for building remote MCP servers on Cloudflare Workers
mcp-video
124The video editing MCP server for AI agents and humans.
Stitch MCP
121Universal MCP Server for Google Stitch
Bricks MCP
120AI-powered assistant for Bricks Builder.
REMnux MCP Server
115Execute malware analysis tools on a REMnux system via AI assistants
Ogham MCP
114Persistent, searchable shared memory for AI coding agents.
MCP Compressor
114An MCP server wrapper for reducing tokens consumed by MCP tools.
Mem0 MCP Self-hosted
107Self-hosted mem0 MCP server for Claude Code.
RustChain + BoTTube
106Access RustChain blockchain, BoTTube video platform, and Beacon protocol.
Tendem MCP
103MCP server for Tendem, AI + Human Agent to get tasks done.
Excalidraw
100Empowers AI agents to create, edit, and manage Excalidraw diagrams
Delphi Compiler MCP Server
100Compile Delphi projects and query Delphi knowledge bases via MCP
Android Source Explorer
100MCP server for exploring AOSP internals and Jetpack libraries.
Coze MCP Server
97Exposes Coze workflows as MCP tools for AI clients like OpenClaw.
DocSentinel
85Automated security assessment for documents and questionnaires
DocSentinel
85Automated security assessment for documents and questionnaires
NetEase ModSDK MCP Server
79Model Context Protocol Server for NetEase Minecraft ModSDK development
Fusion360 MCP Server
76Connects AI coding agents to Autodesk Fusion 360 for CAD automation
GDAL MCP
76Geospatial AI with epistemic reasoning
OpenClueo MCP Server
76The Universal AI Personality Layer for Model Context Protocol
AudacityMCP
74AI-powered audio editing in Audacity through the Model Context Protocol
Aura Memory
73Cognitive Layer That Makes Your AI Model Smarter Over Time
Agent OS
73A kernel architecture for governing autonomous AI agents
TACIT
73A safety harness for AI agents using Scala 3 with capture checking
YTT MCP
73An MCP server designed to fetch transcripts for YouTube videos.
Figsor
73Chat in Cursor. Design in Figma.
Network AI
71Multi-agent swarm orchestrator for AI workflows
WP DevDocs
71A verified WordPress hook database for AI coding assistants.
Brainstorm MCP
68Runs multi-round brainstorming debates between multiple AI models
Brain MCP
68Cognitive prosthetic for AI agents that remembers how you think.
Better Code Review Graph
66Knowledge graph for token-efficient code reviews
Farnsworth
66The World's Most Advanced Collective Intelligence Operating System
Frida Agent MCP
66AI-driven Android dynamic analysis tool for automated reverse engineering.
AgentKits Memory
64Persistent Memory System for AI Coding Assistants
Live2D Automation
64Automatically generate complete Live2D models from a single photo.
FleetQ
63Self-hosted AI Agent Mission Control platform.
Open CLAW Knowledge Distiller
63Turn YouTube, Bilibili, and Facebook videos into structured knowledge articles
ParaView-MCP
61Autonomous agent for scientific visualization using natural language
Roblox MCP
60MCP server and plugin for Roblox Studio to control game development with AI
Excalimate
59Turn hand-drawn Excalidraw diagrams into keyframe animations
Godot Runtime MCP
59Direct AI access to a running Godot 4.x game for runtime control and testing.
Depwire
59Code dependency graph and AI context engine for your codebase.
Glin Profanity
58ML-Powered Profanity Detection for the Modern Web
Generative UI MCP
58Teaches AI models to generate interactive visualizations and widgets.
gopls-mcp
57Give your AI Agent the compiler's brain, not a text searcher.
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.