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
| 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. | 2.6k | 0 | stdio | nteract |
| RocketRideSelf-hosted, open-source AI pipeline platform for MCP tools | 1.6k | 1 | stdio | rocketride-org |
| 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 | 1.2k | 3 | stdio | blitzdotdev |
| jCodeMunchStructured code retrieval for serious AI agents | 1.2k | 3 | http | jgravelle |
| Next.js DevToolsProvides specialized development tools and utilities for Next.js | 692 | 1 | stdio | vercel |
| Anything to NotebookLMConvert any content source into podcasts, PPTs, mind maps, and quizzes. | 588 | 2 | stdio | joeseesun |
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
2.6kA React data visualization library designed for AI-assisted development.
RocketRide
1.6kSelf-hosted, open-source AI pipeline platform for MCP tools
Context+
1.5kSemantic Intelligence for Large-Scale Engineering.
ShipSwift
1.3kAI-native SwiftUI component library — production-ready code for LLMs
Blitz
1.2kNative macOS app for building, testing, and shipping iOS apps with AI agents
jCodeMunch
1.2kStructured code retrieval for serious AI agents
Next.js DevTools
692Provides specialized development tools and utilities for Next.js
Anything to NotebookLM
588Convert any content source into podcasts, PPTs, mind maps, and quizzes.
Axon
583The knowledge graph for your codebase
Defeatbeta API
520An open-source alternative to Yahoo Finance's market data APIs
MeiGen AI Design
498Turn Claude Code into your personal design assistant rivaling Lovart
SocratiCode
422Give any AI instant automated knowledge of your entire codebase
Todoist AI
397Connects AI agents to Todoist to manage tasks and projects.
Idea Reality
392Check if your startup idea already exists automatically.
MoltBrain
375Long-term memory layer for Claude Code that learns and recalls project context.
SkillPort
347The SkillOps Toolkit for Agent Skills
Memorix
324Local-first memory platform for AI coding agents.
Django MCP Server
295An implementation of the Model Context Protocol for Django applications.
Pipelock
271Open-source agent firewall and local runtime for AI 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
MCP Context Protector
216A security wrapper for MCP servers that provides trust-on-first-use pinning.
MemoryGraph
178Graph-based MCP Memory Server for AI Coding Agents
MCPProxy
163Smart proxy for AI agents with tool discovery and security quarantine
MCP Codex Dev
162Integrate Codex CLI into Claude Code workflows with session management.
ClaudeR
157Connect RStudio to MCP-based LLM agents for interactive coding and analysis.
Gemini CLI MCP Bridge
134Unified MCP endpoint and OpenAI-compatible API for Gemini CLI tools
MCP Startup Framework
125A framework for building remote MCP servers on Cloudflare Workers
Prism MCP
122Your AI agent's memory that survives between sessions.
Context Sync
119Local-first memory layer for AI development tools via MCP.
Farnsworth
118The World's Most Advanced Collective Intelligence Operating System
Mengram
114Give your AI agents memory that actually learns
(S)AGE
113Persistent, consensus-validated memory infrastructure for AI agents.
SuperLocalMemory
107The first local-only AI memory to break 74% retrieval on LoCoMo.
OpenClaw MCP
103MCP server for OpenClaw AI assistant integration.
Tendem MCP
103MCP server for Tendem, AI + Human Agent to get tasks done.
DocSentinel
96Automated security assessment for documents and questionnaires
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
Ogham MCP
86Persistent, searchable shared memory for AI coding agents.
Stitch MCP
84Universal MCP Server for Google Stitch
flompt
84Turn any AI prompt into a visual flow. Decompose, edit as a flowchart, recompile.
Excalidraw
83Empowers AI agents to create, edit, and manage Excalidraw diagrams
Excalidraw Architect
79Generate beautiful Excalidraw architecture diagrams with perfect auto-layout
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.
OpenClueo MCP Server
71The Universal AI Personality Layer for Model Context Protocol
YTT MCP
71An MCP server designed to fetch transcripts for YouTube videos.
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
Snip
67Visual communication layer between humans and AI agents for macOS.
Bricks MCP
58AI-powered assistant for Bricks Builder.
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.
GDAL MCP
58Geospatial AI with epistemic reasoning
AgentKits Memory
57Persistent Memory System for AI Coding Assistants
Aura Memory
56Cognitive Layer That Makes Your AI Model Smarter Over Time
REMnux MCP Server
54Execute malware analysis tools on a REMnux system via AI assistants
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.
Knowledge RAG
45Local RAG system for Claude Code with hybrid search and cross-encoder reranking
Brainstorm MCP
45Runs multi-round brainstorming debates between multiple AI models
Glin Profanity
45ML-Powered Profanity Detection for the Modern Web
DevContext
44Empower your development workflow with intelligent context awareness
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.
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
Context Engine
37A local-first, agent-agnostic MCP server for workspace indexing and retrieval.
Second Opinion MCP
34Get instant second opinions from 17 AI platforms and 800,000+ models
ParaView-MCP
33Autonomous agent for scientific visualization using natural language
Amazing Marvin MCP
32Connect your Amazing Marvin productivity system with AI assistants
AI Interaction Tool
30Modern AI interaction tool with advanced UI and powerful features for MCP
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.
gget-mcp
27An MCP server for the gget bioinformatics library
AgentWall
26Run AI agents safely on your local machine
TACIT
26A safety harness for AI agents using Scala 3 with capture checking
Agent Collaboration MCP Server
26Orchestrate a team of sub-agents through tmux sessions for complex tasks.
RayBridge
26Bridges locally installed Raycast extensions to any MCP-compatible client.
DSers MCP Product
25Automate 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.