Discover Awesome MCP Servers

ViperMCP

A mixture-of-experts visual question-answering server that enables visual grounding, compositional image question answering, and external knowledge-dependent image question answering through code generation and execution. Built on the ViperGPT framework with support for multiple computer vision models including Grounding DINO, SegmentAnything, and GPT-4o.

JotForm API Server

Enables interaction with JotForm's API to manage forms, submissions, folders, reports, and user settings, including advanced submission search by date ranges and accounting periods.

LODA MCP Server

Provides token-efficient document search and retrieval for LLMs by returning relevant document sections within specified token budgets. It utilizes section-aware parsing and Bloom filter elimination to offer high-speed, zero-dependency access to large documents.

MCPPentestBOT

Enables AI assistants to perform authorized security testing and penetration testing operations including SSL/TLS analysis, port scanning, vulnerability scanning, and HTTP security header audits through natural language interactions.

Zydsoft MCP Server

Enables medical symptom guidance and disease consultation through the Zydsoft API. Provides disease diagnosis guidance and access to lists of medical conditions and departments.

OCI MCP Server

Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure resources, supporting dynamic profile switching between tenancies and comprehensive management of compute instances, database systems, and OCI resources through natural language.

JavaScript MCP Server

A server that enables AI assistants to execute JavaScript code with persistent context through stateful REPL sessions, file operations, and package management features.

Elenchus MCP Server

An adversarial code verification system that uses a Verifier-Critic debate loop to systematically uncover security, correctness, and performance issues. It implements the Socratic method to provide deep semantic analysis and dialectical reasoning beyond traditional static linting.

E-commerce Local MCP Server

Enables e-commerce shop owners to query their business data using natural language through local AI models. Provides secure, privacy-focused access to sales reports, inventory management, customer analytics, and order data without sending sensitive information to external services.

MCP Example Simple Server

A basic example MCP server built with the FastMCP framework for demonstration and learning purposes. Provides a starting point for developers to understand MCP server implementation.

NeuralLog Server

Central logging server for the AI-MCP-Logger ecosystem

QuickFile MCP Server

Enables AI assistants to interact with QuickFile UK accounting software, providing access to invoicing, client management, purchases, banking, and financial reporting through 40+ tools covering the complete QuickFile API.

Malicious URLs MCP Server

Provides access to a malicious URL database API, enabling users to search, list, and retrieve information about potentially dangerous URLs for security analysis and threat detection.

UNLOCK MLS RESO Reference MCP Server

Enables AI applications to search and analyze UNLOCK MLS real estate data through Bridge Interactive's RESO Web API, supporting natural language property searches, market analysis, and agent discovery.

IOL MCP Tool

An MCP server that enables interaction with the Invertir Online (IOL) trading API through Claude Desktop. It allows users to access their IOL trading account and manage financial operations using natural language.

MCP Jailbreaker Server

A Cloudflare Worker-based MCP server that utilizes a space wars roleplay scenario to facilitate a partial AI jailbreak. It provides a specialized tool to initiate character-driven interactions that bypass standard model constraints.

Search MCP

Enables web search capabilities through the Brave Search API, including web search, local POI lookups, and rich search results retrieval for MCP-compatible clients.

Baidu Vector Database MCP Server

A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.

Email Checker MCP Server

Enables users to validate the existence of email addresses through a simple FastMCP tool, offering JSON responses without requiring an API key.

MCP-Jenkins

A server that enables interaction with Jenkins CI/CD pipelines from any compatible MCP client (like Claude Desktop), allowing users to manage jobs, builds, coverage reports, and other Jenkins functionality through natural language.

Baidu AI Search

Baidu AI Search combines Baidu Search Engine with LLM modesl to find best response for your query. Check detail at https://github.com/baidubce/app-builder/tree/master/python/mcp_server/ai_search and https://cloud.baidu.com/doc/AppBuilder/s/zm8pn5cju

TestDino MCP

Connects TestDino test management platform to AI agents, enabling users to check test runs, analyze failures, upload Playwright test results, and manage test cases through natural language commands.

MCP HTTP Requests

A comprehensive HTTP client MCP server for security testing, API testing, and web automation that provides full-featured HTTP tools with detailed logging capabilities.

DevFlow MCP

Provides AI agents with persistent, searchable memory using a knowledge graph stored in SQLite. Features semantic search, temporal awareness, and workflow-aware prompts for development projects.

PubTator-MCP-Server

🔍 A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface.

FlixBridge

FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants with media management services. It provides a unified interface for monitoring downloads, managing libraries, and automating media workflows.

fetch-mcp

An MCP server for fetching URLs / Youtube video transcript.

KB MCP Server

Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, enabling search and retrieval of 20M+ bibliographic records, 10M+ cultural heritage objects, 2M+ research publications, and linked data through 52 tools across 10 endpoints.

Render Deployment Server

Interact with Render (https://render.com) and easily deploy your services