Discover Awesome MCP Servers

Research Citations MCP Server

An MCP server for searching and citing research papers using RAG, enabling semantic search, citation finding, and question answering over a collection of PDF papers.

mini-mcp-demo

Enables local tool calling over Model Context Protocol via stdio, providing deterministic tools such as calc.add, text.word_count, and text.summarize_naive after JSON-RPC handshake and discovery.

VisionPower

VisionPower enables AI agents to analyze images, read text from screenshots, and interpret charts using any OpenAI-compatible vision model. It supports local images, URLs, base64, and multiple images with order preservation.

CLI MCP Server

A simplified MCP server for terminal command execution

Lenz MCP Server

Fact-check claims against independent sources via a multi-model pipeline, providing verdicts and confidence levels from any MCP client.

Vue Prime MCP Server

Provides access to PrimeVue documentation through MCP, enabling retrieval of component documentation, full docs, and structured documentation pages for AI-assisted Vue.js development.

Multi-MCP Proxy

A flexible MCP proxy server that connects to and routes between multiple backend MCP servers over STDIO or SSE, enabling dynamic management and namespacing of tools.

agent-gate

An MCP server that enforces fail-closed deterministic checks, independent refute-first review, and tamper-evident hash-chained receipts for AI agent outputs before claiming completion.

browser-mcp

An MCP server that gives AI agents mouse-and-keyboard control over a live Chrome session, enabling navigation, clicking, typing, screenshots, and DOM inspection.

Wix MCP Server

Wix MCP Server

mcp-arabic-toolkit

MCP server exposing Arabic text utilities: normalisation, tashkeel stripping, transliteration, heuristic dialect detection, and token counting.

a2db

Most database MCP servers make you run one query at a time, repeat connection details on every call, and return results double-encoded inside JSON strings. a2db fixes all of that: Pre-configured connections — define databases in .mcp.json with --register, agent queries immediately Batch queries — run multiple named queries in a single tool call

OwnerRez MCP Server

MCP server that connects OwnerRez to Claude and other MCP clients, enabling natural language management of bookings, guest communication, property info, expenses, and webhooks.

Amazon SageMaker Well-Architected MCP Server

Provides tools to validate SageMaker workloads against the six pillars of the AWS Well-Architected Framework, returning findings with severity levels and recommendations.

@friday-ai-codes/mcp

Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding plans, and PR/MR operations via AI coding assistants like Cursor, Claude Code, and Codex.

NDB MCP Server

Enables Claude and other MCP-compatible AI assistants to manage Nutanix Database Service (NDB) environments through natural language, supporting database operations like provisioning, cloning, backups, and monitoring with customizable instructions and behavior controls.

Jachy MCP Server

A centralized automation hub that provides a unified interface for AI agents to interact with various services, currently featuring Discord forum post creation. It offers an extensible TypeScript architecture designed for easily adding new tool domains and integrating with platforms like Claude Desktop and Cursor.

maldives-statistics-mcp

A read-only MCP server that provides access to public statistics and publications from the Maldives Bureau of Statistics, enabling search, listing, and retrieval of reports, yearbook tables, census releases, and PDF attachments.

Analyse-CV

Enables automatic analysis and comparison of CVs against a job description, scoring candidates and generating professional reports.

GrabInsurance MCP

Enables contextual insurance recommendation and quoting for e-commerce deals through natural language, with tools to classify deal intents, retrieve quotes, and generate promotional copy.

@kadam-net/mcp-server

MCP server for Kadam ad network that enables AI agents to manage campaigns, creatives, audiences, sites, and analytics.

skrishnak7-mcp

MCP server for flight schedule finding via Skyscanner API. Enables querying flight quotes and schedules using natural language.

ticktick-mcp-server

An MCP server that enables Claude to manage TickTick tasks and projects via OAuth 2.1 with PKCE authentication.

watashi-db

Provides a local, persistent context database for AI tools via MCP, enabling them to recall user preferences, decisions, and experiences across sessions. It is fully local with optional sync, and works with any MCP client.

edgeone-pages-mcp-server

Enables generating online webpages with a single prompt through an interactive chat interface using MCP tools.

browser-store

MCP server for managing and controlling multiple isolated Chrome/Edge browser instances, exposing tools for navigation, screenshots, clicking, form filling, and JavaScript execution to AI clients.

JIRA MCP Server

A production-ready MCP server for JIRA integration that enables AI assistants to query JIRA issues and perform searches using natural language through JQL.

ftpmcp

An MCP server for FTP and FTPS file operations, supporting multiple named hosts with configurable roots, read-only mode, and guarded deletion. It enables remote file management (list, upload, download, create, rename, delete) through natural language while keeping credentials secure.

SAS Data Sets MCP Server by CData

SAS Data Sets MCP Server by CData

perplexity-control-mcp

Comprehensive MCP server providing full programmatic control over the Perplexity API, including agent, sonar, search, embeddings, key management, and cost estimation tools.