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

@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.

Loki MCP

Read-only MCP server for 1mg's logistics platform (Loki/Thor), enabling order, task, rider, hub, and day-tracking queries via the Thor API.

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.

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.

agent-browser

A hardened local browser MCP server that drives your existing Chrome over the DevTools Protocol, providing token-efficient Markdown extraction and stealth features to avoid trivial automation detection.

raindrop-mcp-server

Enables Claude Code and other MCP clients to manage bookmarks, collections, and tags in Raindrop.io accounts via natural language.

flour-ads

MCP server for managing ad campaigns across Google Ads, Meta, and more. Enables deploying campaigns, checking performance, and managing budgets from terminal or AI assistants.

CL Razorpay MCP Server

Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.

Speech-to-Text MCP Server

An MCP server that provides speech-to-text transcription and speaker diarization using OpenAI Whisper and pyannote.audio.

OpenStreetMap Tagging Schema MCP Server

Provides AI agents access to OpenStreetMap's comprehensive tagging knowledge base, enabling tag queries, preset discovery, and validation of OSM tags for mapping applications.

ERPNext MCP Server

Enables ERPNext management, file operations, read-only database access, and ERPNext API integration through a standardized MCP server.

MikroTik MCP

A bridge between AI assistants and MikroTik RouterOS devices, allowing natural language interaction to manage network configurations including VLANs, firewalls, DNS settings, and more.

Lorem Ipsum Generator API

Generates Lorem Ipsum placeholder text with exact count control. Uses x402 micropayments for pay-per-call, no API key required.

MySQL MCP Server

Provides structured MySQL database operations for Claude Desktop, converting natural language requests into safe, parameterized queries.

Easy MCP RAG

An MCP server for RAG using Qdrant that automatically indexes documents from directories and generates search tools for each collection.

HRMS Tool

An AI-native HR Management System that lets users manage employees, leave, meetings, tickets, and email through natural conversation.

Enhanced Todoist MCP Server Extended

A comprehensive MCP server that provides full integration between Claude and Todoist, enabling task, project, section, and label management through 24 different tools with the complete Todoist API.

Security Onion MCP (Community Edition)

An MCP server for Security Onion Community Edition that provides 21 read and write tools for SOC operations, including event querying, alert management, detection tuning, PCAP retrieval, and agent enrollment, without requiring a Pro license.

AACT Clinical Trials MCP Server

Enables querying clinical trial data from the AACT database (ClinicalTrials.gov) using natural language through tools like list_tables, describe_table, and read_query.