Discover Awesome MCP Servers

git-summary-mcp

An MCP server that gives AI assistants deep understanding of your local Git repositories, providing instant repo overviews, change summaries, blame analysis, changelogs, branch health checks, and history search.

Reckon Accounts Hosted MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Reckon Accounts Hosted (beta): https://www.cdata.com/download/download.aspx?sku=KHZK-V&type=beta

moodle-utn-mcp

Enables browser-based login to approved UTN Moodle sites and read-only access to the user's profile, course list, and course activities via local Chromium automation.

telegra-me

Bridges MCP clients to Telegram for sending notifications and waiting for user replies.

Agent Memory MCP Server

Provides persistent key-value storage with full-text search, tags, and namespaces for AI agents to maintain context across sessions.

triliumnext-mcp

A Model Context Protocol (MCP) server for interacting with TriliumNext via its ETAPI. Enables LLMs to create, read, update, and organize notes, including embedding images and files directly into note content.

ControlDrill

Let agents list, schedule, and pull evidence packets for your org’s incident-response tabletop exercises (evidence of practice, never a compliance verdict).

CRC-LNM Medical Agent

Provides a six-tool research-assistance workflow for CRC-LNM cases using precomputed CT, pathology features, and clinical values. Enables multimodal analysis and research queries on deidentified cases.

OpenRouter Image MCP Server

Enables generating and editing images using OpenRouter's API with Gemini 2.5 Flash Image model. Supports custom aspect ratios, iterative editing, and reference images for style transfer.

mcp-azeth

Trust infrastructure for the machine economy. Gives AI agents non-custodial smart accounts (ERC-4337), x402 payments, on-chain reputation via ERC-8004 trust registry, and service discovery. 8 tools: create accounts, transfer, check balances, pay for x402 services, publish/discover services, manage payment agreements, and send encrypted messages.

MCP Server for FTP/SSH

Allows users to connect to and manipulate files on FTP, SFTP, and SSH servers directly from Cursor AI, facilitating WordPress hosting and remote server management.

MeteoSwiss MCP Server

Provides access to official MeteoSwiss weather data, including regional reports, daily forecasts, and website search functionality across multiple languages. It enables AI assistants to retrieve real-time weather information and documentation from MeteoSwiss using the Model Context Protocol.

Aimnis

A collaborative search gateway for coding agents that provides instant, cited answers from a shared knowledge pool, with semantic caching and live search fallback.

Jira MCP Server

Enables fetching and viewing Jira issue details directly through Claude Desktop using secure API token authentication. Provides comprehensive issue information including status, assignee, priority, and descriptions in both human-readable and structured formats.

Xano Developer MCP

An MCP server and standalone library that gives AI assistants superpowers for developing on Xano — complete with documentation, code validation, and workflow guides.

Nano Banana MCP Server

Enables image generation, editing, and analysis using Google's Gemini 2.5 Flash and Gemini 3 Pro models, with support for batch processing, style templates, and high-resolution output.

ribbo-mcp

Enables AI assistants to operate the Ribbo recurring billing API, allowing them to manage subscriptions, check entitlements, refund payments, charge immediately, and generate payment or renewal links.

rust-debug-mcp

A Model Context Protocol (MCP) server for debugging and operating Rust Tauri applications over WebSocket.

Kimi Vision MCP Server

Enables analysis of local images through Kimi (Moonshot AI) vision models via the MCP protocol, supporting features like OCR and long context understanding.

inspire-mcp

An MCP server for the INSPIRE-HEP API, enabling literature search, author lookups, DOI/arXiv/ORCID resolution, citation export, and bibliography generation with configurable detail levels.

MCP Whisper Transcription

An MCP server for audio/video transcription using MLX-optimized Whisper models, offering fast performance on Apple Silicon with support for multiple output formats and batch processing.

yarr-media-stack-mcp

Enables natural language control of self-hosted media services like Sonarr, Prowlarr, Overseerr, and Gotify through the Model Context Protocol.

GCP MCP Server

This server exposes over 250 tools across 23 GCP service domains, enabling AI models to manage infrastructure, deployments, data, and security on Google Cloud Platform.

SQL Server MCP Server

Enables AI assistants to interact with SQL Server databases through natural language, providing capabilities for executing queries, exploring schemas, analyzing performance, backing up tables, and managing data with built-in safety limits.

workflow-compliance-enforcer

Enforces client-mandated development workflows with audit trails, state persistence, and compliance reporting. Provides tools for issue tracking, testing, deployment, and verification to ensure non-negotiable compliance.

PKB MCP Server

Enables managing a personal knowledge base stored in a GitHub repository, including creating 'Today I Learned' entries, prompts, and patterns, and searching or browsing entries.

WooCommerce MCP Server

An MCP server that provides access to WooCommerce REST API functionality, enabling product, order, customer, and coupon management.

CSE MCP Server

Provides real-time stock market data and company search functionality for the Colombo Stock Exchange (CSE). It enables AI assistants to retrieve current prices, change percentages, and ticker information for Sri Lankan listed companies.

YouTube MCP Server

Enables interaction with YouTube through search and transcript extraction functionality. Allows searching for videos and retrieving full transcripts with timestamps for content analysis.

kafka-mcp

MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer groups, and safely manage offsets (reset, rewind).