Discover Awesome MCP Servers

Signet

A provider-neutral MCP human approval gateway that requires explicit confirmation before executing write operations, supporting adapters like Fastmail and WhatsApp.

ViromeChat MCP server

Enables AI clients to access virome datasets and external bioinformatics APIs through MCP tools, including Wikipedia, PubMed, NCBI Taxonomy, read-only SQL over S3 Parquet, pandas/Plotly analyses, and map visualizations, while keeping the client decoupled from data and business logic.

depscan-api

Dependency health checker for AI agent skills. Analyzes external endpoints for uptime, SSL validity, domain reputation, ownership changes, and abuse scores. Returns a 0-100 trust score per endpoint.

relayshield-mcp

Security intelligence for AI agents — breach detection, SIM swap, domain lookalikes, OAuth watchlist, and malware scanning. Subscription or x402 PAYG.

plsql-test-mcp

MCP server for IFS Cloud PL/SQL unit testing, enabling check of testability, generation of unit tests, and orchestration of deploy/run steps via ifs-f1-codegen-dev.

MCP Unreal Server

Gương của

Screenshot API

Enables AI agents to capture any public URL as PNG, JPEG, or PDF via REST API or MCP tools, including screenshot capture, page description, and PDF rendering.

Filesystem MCP Server

MCP server for filesystem operations, enabling reading, writing, editing, moving, and searching files with dynamic directory access control via MCP Roots.

RAG Config Generator MCP

Generates RAG pipeline configurations from natural language descriptions, providing recommendations for chunking, embeddings, and vector stores.

Sentry MCP Server

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho Sentry

RAGBrain MCP

Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search, document retrieval, and namespace management. It allows users to browse collections, discover documents by topic, and access full text content through natural language.

my-mcp

A note management MCP server that enables users to store, retrieve, and summarize personal notes via a custom URI scheme. It provides tools for adding content and prompts for generating brief or detailed summaries of stored information.

Obsidian MCP Server

Allows AI models to interact with Obsidian notes through the Local REST API, enabling creation, reading, updating, searching of notes, and Git-based automatic backups.

Mercury MCP

Simple MCP server that interfaces with the Mercury API, allowing you to talk to your Mercury banking data from any MCP client like Cursor or Claude Desktop.

Shoppingate MCP Server

Enables merchants and customers to interact with the Shoppingate AI Platform, including product searches, inventory management, order tracking, promotions, and personalized recommendations via natural language.

MCP Job Toolkit

An MCP server that enables searching for jobs across Australian platforms (Seek and LinkedIn) from Claude or any MCP-compatible client, with filters for location, salary, employment type, and more.

Gemini Nano Banana MCP

An MCP server for AI-powered image generation, editing, and video generation using Google Gemini and Veo models.

Dechonet MCP

Domain security reconnaissance for AI agents — 13 tools (DNS+DNSSEC, SSL/TLS, HTTP security headers, SPF/DKIM/DMARC email auth, port scan, ASN, RDAP/WHOIS) plus a one-shot security_scan returning a 0–100 Health Score (A–F). Free, no API key.

Fal.ai OpenAI Image MCP Server

Enables text-to-image generation using the fal.ai GPT image-1 API. It provides a tool to generate images with customizable parameters like size, quality, and background settings via natural language prompts.

AIM MCP Server

Serves project memory, tasks, docs, and conventions live over the Model Context Protocol, enabling AI assistants to query and manipulate workspace context directly. Exposes tools for task management, memory operations, search, and context health checks.

mcp-ai-workspace

Exposes document retrieval as an MCP tool, enabling LLMs to search a local vector store of markdown documents. Includes a retrieval evaluation harness to measure hit rate and MRR.

Vast.ai MCP Server

Enables comprehensive management of Vast.ai GPU cloud instances, including searching for GPU offers, creating and managing instances, executing remote commands via SSH, and monitoring background tasks for ML training workflows.

Encrypted SQLite MCP Server

An MCP server for working with encrypted SQLite databases (SQLCipher), enabling database exploration, SQL queries, and CRUD operations through natural language.

Hound MCP

The dependency bloodhound for AI coding agents. Hound is a free, open-source MCP server that gives AI coding agents a nose for supply chain security. It scans packages for vulnerabilities, checks licenses, inspects dependency trees, and detects typosquatting — with zero API keys, zero config, and zero cost.

tincan

Enables direct agent-to-agent messaging, file transfer, and persistent conversation history between AI agents across machines via a private broker, without needing shared channels or third-party services.

Knowledge Graph Builder MCP Server

Enables ingesting documents or text to extract entities and relationships via LLM, storing them in Neo4j, and searching or retrieving episodes.

Basic MCP Server

A minimal Model Context Protocol server template demonstrating basic implementation of tools, resources, and prompts built with Smithery SDK.

NCBI Literature Search MCP Server

Provides seamless access to over 35 million PubMed scientific articles through natural language queries for research discovery and analysis. It enables tools for advanced searches, retrieving article details, and exploring related research within the life sciences and biomedical fields.

ClickUp MCP Server

MCP server for ClickUp task management, enabling task search, creation, update, deletion, workspace info retrieval, and comment management via ClickUp API v2.