Discover Awesome MCP Servers

AI Project OS MCP

Enforces engineering governance for AI-driven software projects, ensuring state over prompt, freeze over generate, and audit over output through the 5S workflow.

electron-test-mcp

Enables AI models to test and interact with Electron applications using Playwright, supporting CDP connection and app launch modes.

exo

An MCP server that ingests various data sources and uses LLMs to compile them into structured knowledge pages, enabling hybrid search and integration with AI coding tools like Claude Code and Cursor.

MIDAS

Local-first AI agent for approval-gated automation and verifiable LLM workflows.

OCR MCP Service

Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

Podbean MCP Server

An MCP server that enables managing podcasts through the Podbean API via natural language conversations, including episode management, analytics, and podcast information retrieval.

mcp-pdf-utils

An MCP server for local PDF manipulation including merging, splitting, rotating, watermarking, and text extraction. It works with various MCP-compatible clients and processes PDFs entirely on-device without cloud services.

BioContextAI Knowledgebase MCP

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

ultrahuman_mcp

Exposes real-time health data from the Ultrahuman Ring to AI agents via the Model Context Protocol, providing optimized summaries with trend analysis and actionable insights.

MCP Feedback Collector

A modern Model Context Protocol (MCP) server that enables AI assistants to collect interactive user feedback, supporting text and image-based responses.

Godot MCP

An MCP server that gives AI assistants full control over the Godot game engine, enabling scene building, script writing, game running, and more through natural language.

Kakao API MCP Server

Sebuah server yang memungkinkan model AI untuk mengakses fitur Kakao Map (pencarian tempat, pencarian alamat, pencarian rute) dan layanan pencarian Daum (web, gambar, blog, kafe) melalui Model Context Protocol.

obsidian-mcp-router

Routes Claude MCP tool calls to multiple Obsidian vaults (local or remote) via a single server, enabling unified read/write/search operations across all vaults.

browser-ocr-mcp

Extracts text from images and browser screenshots locally using Tesseract.js, without sending image data to the LLM.

patchwork-deepmind

MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time control over synth parameters via MIDI NRPN, plus edit-buffer snapshots via SysEx.

Sumo Logic MCP Server

Enables interaction with Sumo Logic's REST APIs through MCP, allowing log search, dashboard management, metrics querying, collector and monitor operations.

MCP S3 File Uploader

Enables secure file uploads to Amazon S3 with progress tracking and presigned URL generation. Provides automatic UUID-based file naming and time-limited access URLs for uploaded files.

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Server MCP Torobjo adalah implementasi yang kuat dari Model Context Protocol (MCP) untuk pencarian produk dan analisis Instagram. Server ini terintegrasi dengan Torob API untuk pencarian produk dan mengekstrak teks dari Instagram, menampilkan desain modular untuk kemudahan penggunaan dan kinerja yang optimal.

memory-mcp

Enables reading, writing, and searching a local markdown-based memory store using MCP tools, with safety checks and index consistency.

Studio MCP Clarifying Questions Server

Generates AI-powered clarifying questions for user task requests using Claude, helping gather detailed requirements about tech stack, architecture, deployment, and project scope through categorized, contextually relevant questions.

expense-tracker-mcp-server

Enables users to manage personal finances using natural language, including tracking expenses, income, budgets, and generating financial summaries.

delimit

One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.

Sleep MCP Server

Server Protokol Konteks Model (MCP) yang menyediakan alat tidur/tunggu sederhana, berguna untuk menambahkan penundaan antar operasi seperti menunggu antar panggilan API atau menguji sistem yang pada akhirnya konsisten.

VaultMind

Offline-first MCP proxy with policy engine and immutable audit trail for secure AI coding agents.

MCPuppet

MCPuppet is a workflow orchestrator that enforces policies, audits tool calls, and monitors workflow execution for AI applications using MCP servers.

code-context-mcp

MCP server for semantic code search and dependency graph analysis. Indexes codebases into a knowledge graph with vector embeddings for AI-powered code understanding.

@vibeads/mcp

Enables interaction with Google Ads accounts through the Model Context Protocol, specifically tuned for local service businesses. Provides account health scoring, search term waste analysis, and diagnostic insights without requiring GAQL knowledge.

whed-tools

An MCP-native pipeline for collecting structured intelligence on higher education institutions using the WHED schema, enabling scraping, extraction, validation, and saving of profiles.

Qwen MCP Tool

Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.