Discover Awesome MCP Servers

ai-journal

A local MCP server for journaling, organizing, and recalling your work. It captures entries as plain markdown files, indexes them for full-text and structured search, and enables querying via natural language.

ZapifyAPI MCP Server

Official MCP server for ZapifyAPI, providing AI agents access to 32 tools across image conversion, text analysis, network diagnostics, developer utilities, and data conversion.

mcp-xray-cloud

An MCP server that connects AI assistants to Xray Cloud for Jira test management, enabling natural language interaction with tests, test plans, executions, and CI result imports.

yandex-mcp

Enables LLM agents to interact with Yandex Tracker (and future Yandex services) using per-user credentials instead of a shared org-wide token, supporting both single-user and multi-user modes.

websearch-mcp

Provides web search with full-page content extraction via SearXNG and multiple fallback fetchers. Enables Claude to answer queries using complete page text rather than snippets.

QuantConnect MCP Server

Enables AI assistants to interact with the QuantConnect cloud platform for algorithmic trading. Supports creating and managing trading strategies, running backtests, deploying live algorithms, and performing comprehensive trading operations through the QuantConnect API.

gmail-mcp-server

Enables AI-powered inbox management with natural language commands through Claude Desktop. Supports sending, reading, searching, organizing emails, and managing labels using Gmail API with automatic authentication.

MCP Prompt Manager

Enables AI models like Claude to manage local prompt files with CRUD operations, fuzzy search, categorization, templates, version control, and favorites.

Ansible MCP Server

Enables AI assistants to manage Ansible infrastructure, including inventories, playbooks, roles, and advanced troubleshooting with self-healing capabilities.

acf-mcp

Enables AI agents to reason about the ACF governance standard for autonomous AI agents, providing structured assessments, regulatory compliance checks, and doctrine-based tools via MCP.

HTTP MCP Server

An MCP server that enables AI assistants to fetch public GitHub repository lists for any username via HTTP or stdio transports. It provides a specialized tool for repository retrieval and supports both remote web server and local integration modes.

memory-server

A memory management MCP server that stores and retrieves key-value data with namespaces, enabling agents to persist and query memory.

pancake-api-mcp

Serves the Pancake API documentation to AI assistants, enabling them to search endpoints, retrieve full API contracts, webhook payloads, and guides without live API access.

inventory-mcp

Enables agents to query and manage inventory data from Feishu source tables, providing tools for stock checks, distribution analysis, alternatives, and weekly ledger updates.

Skill MCP Server

A modular plugin system that allows AI agents to dynamically load and use 'skills' from local folders without code changes or restarts. It enables instant capability extension through script execution, hot reloading, and resource bundling.

cityparity

Cost-of-living and quality-of-life comparison across ~165 cities: take-home pay, the equivalent salary you'd need, and the safety-net deltas (childcare, healthcare, vacation, parental leave).

GxP MDM MCP Server

Lets AI agents query a computerized system inventory as a knowledge graph using Cypher, enabling blast radius, data lineage, regulation checks, and change impact assessments while preventing hallucinated regulatory claims.

HiveFlow MCP Server

Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automation platform, allowing them to create, manage, and execute automation flows through natural language commands.

nova.mcp-bcp-counting

Enables Claude to guide developers through structured complexity estimation using BCP Plus methodology, counting 13 dimensions and persisting results for H/BCP tracking.

MCP-Server-MySSL

MySSL MCP Servidor

mcp-server-openai-image-generator

Generates images from text prompts using OpenAI's API, saves them locally, and serves them via an integrated HTTP static file server.

Selenium MCP Server

Provides 66 tools for browser automation using Selenium WebDriver, enabling AI agents to navigate, interact, capture screenshots, assert conditions, manage cookies, handle tabs, execute HTTP requests, record sessions, and more.

decroche-mcp

Deterministic MCP server for job-landing pipeline that parses CVs into validated JSON Resume, detects sections, scores parse confidence, and exposes FR/US market profiles to help beat ATS and LLM screeners honestly.

Agent 365

An authenticated MCP app that calls Microsoft Graph API via OBO flow and renders interactive Fluent UI widgets inside M365 Copilot Chat.

gamecalendar-mcp

MCP server for GameCalendar database, enabling read and optional write access to game release and blog post data via natural language.

spotify-mcp

An MCP server that enables users to control Spotify playback, search music, and manage playlists through natural conversation. It is updated for the February 2026 Spotify Web API changes and supports full playlist CRUD operations.

stream-estate

MCP server for the Stream.estate French real estate API. Search properties, get market statistics, manage saved searches with webhook notifications.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

Mortgage Calculator AI MCP

Mortgage Calculator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Outscraper MCP

Connects AI agents to Outscraper for business discovery, Google Maps intelligence, company and contact enrichment, review analysis, search, and structured web extraction.