MCP Servers

Skills-ContextManager

★ 77

Don’t pollute your AI agent’s context with 1,000 skills. Use Skills-ContextManager, a self-hosted web UI for managing AI skills and workflows by providing skills to an AI agent via MCP only when needed. Simply add skills to your library and enable or disable them with a toggle. Choose whether a skill is always loaded into context or dynamically activated when the AI agent determines it’s needed.

VSCode MCP

★ 75

Enables AI agents and assistants to interact with Visual Studio Code through the Model Context Protocol.

Ollama MCP Server

★ 75

A bridge to use local LLMs from Ollama within the Model Context Protocol.

ADB Friend

★ 73

A CLI tool for developers to manage Android devices via ADB.

Figma

★ 73

Interact with the Figma API to access and manage design files and resources.

MCP RAG Server

★ 71

A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.

Elementor MCP Server

★ 66

Perform CRUD operations on Elementor page data for a target WordPress website.

Figma

★ 66

Access and interact with Figma files and prototypes directly from AI agents.

GDB MCP Server

★ 66

An MCP server that enables LLM clients to interact with GDB for debugging and binary analysis.

Imagen3-MCP

★ 64

Generate images using Google's Imagen 3.0 model via the Gemini API.

OpenExp

★ 58

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

Nereid - Mermaid charts

★ 58

Create and explore Mermaid diagrams in collaboration with AI agents

Roblox MCP

★ 58

Connect AI coding agents to a live Roblox Studio session.

XcodeMCP

★ 57

An MCP server to control Xcode on macOS using JavaScript for Automation (JXA).

gopls-mcp

★ 57

The essential MCP server for Go language: Exposing compiler-grade semantics to AI Agents and LLM for deterministic code analysis and minimal token usage.

MCPunk

★ 56

Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.

Gread

★ 56

Gives your AI access to the source code and docs of all public github repos

Python Local

★ 54

An interactive Python REPL environment with persistent session history.

AgentChatBus

★ 53

AgentChatBus is a persistent AI communication bus that lets multiple independent AI Agents chat, collaborate, and delegate tasks — across terminals, across IDEs, and across frameworks.

Rook MCP

★ 53

A notes app for code. Save outputs from AI clients to Rook via MCP.

MCP Android Agent

★ 53

Automate Android devices using the uiautomator2 library, requiring adb and a connected device.

GitHub Trending

★ 52

Access GitHub's trending repositories and developers.

OpenRouter Multimodal

★ 52

MCP server for OpenRouter: 300+ LLMs with vision, image gen, audio in/out, and video analysis + generation (Veo 3.1 / Sora 2 Pro / Seedance / Wan). Structured errors, IPv6 SSRF guards, path sandbox.

ShaderToy-MCP

★ 49

Query and interact with ShaderToy shaders using large language models.

Maton Agent Toolkit

★ 48

A toolkit to integrate agent frameworks like MCP with Maton APIs through function calling.

Grok MCP

★ 48

A MCP server for xAI's Grok API, providing access to capabilities including image understanding, image generation, live web search, and reasoning models.

widemem.ai

★ 48

Open-source AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization

MCP-Typescribe

★ 46

Answers questions about TypeScript APIs using TypeDoc JSON documentation.

Python Notebook MCP

★ 45

Enables AI assistants to interact with local Jupyter notebooks (.ipynb).

MCP Stripe Server

★ 44

Integrates with Stripe to manage payments, customers, and refunds.