Discover Awesome MCP Servers

bocha-mcp

MCP server for Bocha Search API, enabling web search and AI-powered search with customizable parameters like result count, freshness, and summaries.

Seedream MCP Server

Enables generating AI images using BytePlus Seedream models (4.5 and 5.0 Lite) via natural language, supporting text-to-image, reference-based editing, and sequential multi-panel sets.

agentmemo-mcp

Persistent memory and human approval for any AI agent. Give your AI agents the ability to remember across sessions and ask humans for approval before sensitive actions. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client.

AITable MCP Server

Enables interaction with AITable workspaces through comprehensive API access, supporting record and field management, datasheet creation, file uploads, and workspace search across 16 tools with both local and remote deployment options.

MCP Server - HTTP with SSE

MCP Server - HTTP with SSE - For remote servers, launch a web server that includes a Server-Sent Events (SSE) endpoint for pushing updates to clients, along with a separate endpoint to receive messages sent from the client.

PTP MCP Server

Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift clusters, enabling configuration analysis, real-time log monitoring, and health checks.

scanmalware-mcp

Wraps the ScanMalware.com API to enable phishing triage, malware scanning, and certificate inspection through natural language, allowing users to submit scans, retrieve results, and analyze threats via MCP tools.

Task Orchestration

Task Orchestration

MCP4Modal Sandbox

A Model Context Protocol server that enables LLMs and AI assistants to create, manage, and interact with isolated cloud-based Python environments with GPU support on Modal.com.

Misc MCP Server

A collection of MCP servers that enable users to interact with AdGuard Home through natural language commands, allowing management of DNS records and filtering rules.

bitbank-lab-mcp

An MCP server that enables AI clients to analyze cryptocurrency market data from bitbank API, providing technical indicators, order book analysis, and chart visualization.

ifc-geometry-mcp

MCP server for IFC geometric audit, providing tools to detect space clashes, extract space inventories, compute surface losses, check boundaries, and verify opening correspondences in BIM models.

personal-resume-agent

Exposes a personalized AI agent that reads your resume and provides intelligent responses about your professional background through a standardized MCP server interface with RAG capabilities.

QuantMCP

A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.

Unraid MCP Server

A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.

⚡ go-mcp

⚡ A type-safe, intuitive Go SDK for building MCP servers with ease and confidence

MCP Server - Images

A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

listmonk-mcp-bridge

Enables AI agents to manage Listmonk email campaigns, subscribers, lists, and analytics through typed MCP tools with production safety features.

Scantool - File Scanner MCP

Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.

findocs-mcp

An eval-first MCP server for semantic search and grounded Q\&A over financial documentation, with a CI regression gate that fails on retrieval or faithfulness regressions.

FL Studio MCP

An MCP server that connects Claude to FL Studio, allowing the AI to compose music, control instruments, and live record melodies, chords, and drums to the piano roll.

AiFinPay Wallet MCP Server

Enables ChatGPT to interact with multiple blockchain networks for reading balances and managing wallet operations through a non-custodial local vault and policy engine.

llm-vision-mcp

A TypeScript MCP server that gives text-only LLMs image understanding through StepFun vision models.

mcp-open-corporates

OpenCorporates MCP provides free, no-auth access to global company registry data with rate limiting, enabling AI agents to look up company information.

MCP Materials Server

Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.

AgentLedger

MCP server that stores AI agent reasoning traces permanently on 0G Storage, enabling immutable and verifiable decision logging.

This is MCP server for test

MCP server for test

Amazon MCP App

Lets Claude search Amazon products via multiple keyword queries and present curated results in an interactive carousel widget with add-to-cart functionality.

VNStock MCP Server

Provides tools to access Vietnam stock market data, including stock prices, financial statements, and market statistics.