Discover Awesome MCP Servers

memgw

Provides shared long-term memory for AI coding agents via MCP, allowing tools like Claude Code and Codex to store and retrieve distilled facts, notes, and conversation history to persist context across sessions.

sofya-mcp

Web tools for AI agents. Search the web for full page content, fetch URLs as clean markdown including PDFs, extract structured data from a page with a prompt, and run multi-source deep research that returns a cited report.

mcp-arcgis-cranston

Enables querying and searching Cranston, Rhode Island open geospatial datasets (parcels, zoning, city services) via ArcGIS Feature Services.

simctl-mcp-server

Provides structured access to iOS Simulator management via xcrun simctl commands, enabling device, app, media, and testing operations through natural language.

mcp-postgresdb-readonly

Provides read-only access to PostgreSQL databases, enabling querying, schema exploration, and table metadata retrieval via MCP tools like query, list-tables, describe-table, list-schemas, and list-environments.

Jira MCP Server

An MCP server that enables interaction with the Jira API to retrieve time-tracking information. It allows users to fetch their logged work hours and specific task details for the current week.

Foreman MCP Server

Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.

tastytrade-mcp

An MCP server that enables autonomous AI agents to connect to Tastytrade for market scanning, option strategies, account management, and optionally placing trades with built-in safety controls.

MCP Character Counter

Provides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.

mcp-vision

An MCP server that exposes HuggingFace computer vision models for zero-shot object detection, enabling LLMs to detect and analyze objects in images.

Korea Trip Concierge

An MCP server that helps foreign tourists in Korea find places, shops, transportation, and payment solutions in English.

Supabase MCP Server

A Model Context Protocol server that enables AI tools to interact with Supabase databases, providing tools for reading, creating, updating, and deleting records in Supabase tables.

Memory Bank Server

提供一个基于 MCP 的集中式系统，用于远程管理和访问多项目内存库，并具有项目隔离、文件结构验证和类型安全操作等功能。

Documentation Fetcher & RAG Search

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

mcp-zentao

An MCP server that enables reading and managing Zentao tasks, bugs, requirements, test cases, and test suites via the ZenTao 11.3 Legacy Session API. It integrates with MCP clients like Codex, Claude Desktop, and Cursor.

CMP MCP Server

Enables integration with CMP (Connectivity Management Platform) API to query and manage SIM card information, including filtering SIM lists and retrieving detailed SIM card usage statistics.

Professional Python MCP Server

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

KSeF MCP

Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local stdio testing, draft management, and invoice submission with safety gates.

MCP Data Wrangler

一个用于数据整理的模型上下文协议服务器，它为数据预处理、转换和分析任务提供标准化接口，包括数据聚合和描述性统计。

Amharic Dataset MCP

Enables collection, enhancement, and quality scoring of authentic Amharic datasets, with integration for AI models like Gemini and Qwen.

stillos-notary-mcp

Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts resolved against real external ground truth, supporting resolvers like GitHub PRs, on-chain transactions, URL JSON, HTTP status, and Kalshi markets.

ComfyUI MCP Server

Dynamically loads ComfyUI workflows as MCP tools, enabling AI assistants to generate images, videos, and audio by executing workflows across categories like text-to-image, image-to-video, and text-to-audio with automatic parameter mapping and progress monitoring.

uefn-mcp

MCP server that enables AI assistants to inspect and build Fortnite maps by driving a running Unreal Editor for Fortnite instance via Python, exposing tools for spawning actors, browsing content, and executing editor operations.

mcp-omics

A Model Context Protocol server that enables retrieval of -omics data from sources like PDB, ChEMBL, UniProt, PubChem, and HUGO.

swipe-mcp

MCP server for managing swipe files (sample/reference data) with tools to add, search, and update entries via Claude.

mcp-localintel

The routing layer between AI agents and local Florida businesses. Live data on permits, sector gaps, and market signals across 2,383 ZIP codes — so when an agent, voice assistant, or real customer needs something done, the right business gets the job. Ask LocalIntel Claim Your Listing

mcp-erp

MCP server for interacting with an ERP system via REST API, featuring Microsoft authentication and tools for managing clients, quotes, and templates.

SharePoint MCP Server

Enables browsing and interacting with Microsoft SharePoint sites and documents through Microsoft Graph API, supporting file search, site listing, document library browsing, and file content retrieval with OAuth2 authentication.

dataflowr

Enables AI agents to browse and teach the Deep Learning DIY course, providing access to modules, notebooks, transcripts, quizzes, slides, and homework via MCP tools.

ntp-mcp-server

Enables retrieval of accurate current time from NTP servers with timezone conversion and structured output, falling back to local time if NTP is unavailable.