Discover Awesome MCP Servers

Jira MCP Server

A comprehensive MCP server for Atlassian Jira that enables AI assistants to manage issues, sprints, comments, and worklogs through natural language.

threadr-mcp

An MCP server that provides AI agents with full Reddit API capabilities including search, browsing, reading, posting, commenting, voting, editing, and deleting.

regex-quality

Provides tools to test regex patterns for correctness, performance (ReDoS), and memory usage, and suggests safe rewrites. Enables LLMs to iterate on regex generation with verifiable feedback.

weaviate-mcp

An MCP server and document upload API designed for RAG workflows with Weaviate vector databases. It enables users to search, retrieve, and manage documents across specialized collections like account notes, product promos, and contracts.

engram

Provides persistent, local-first AI memory across sessions via MCP tools for storing, searching, and retrieving context from past interactions.

mcp-query

A local MCP server for secure database querying from Claude Code, with Apple Keychain credential storage, permission-based access control, and audit logging.

4o-mini-search-mcp

An MCP server that enables AI models to search the web using OpenAI's 4o-mini Search model, allowing access to up-to-date information for just a few cents per search.

MCP Traits Matcher

A personality analysis server that creates persons with traits, adds descriptions to update personality, and finds matches for job descriptions using Euclidean distance.

DC HUB

Description: Data-center, power & gas intelligence MCP server. 33 tools covering 21,000+ data-center facilities (170+ countries), 232 US power markets scored by the DC Hub Power Index (DCPI), 2,000+ tracked M\&A deals, ISO grid telemetry (PJM, ERCOT, CAISO, MISO, SPP, NYISO), fiber routes, energy pricing. License: Free to cite (CC-BY-4.0). Existing distribution: In the official MCP registry; indexe

hevy-mcp

Python MCP server for the Hevy fitness app. Gives Claude full access to your Hevy data. Log workouts, manage routines, track body measurements, browse exercises, and more. Covers all 25 endpoints of the official Hevy API.

mcp-tools-salesforce

Connects to Salesforce scratch orgs and allows AI to generate and insert realistic nested test records via natural language descriptions using the Composite Tree REST API.

tv-mcp

Enables AI assistants to interact with locally running TradingView Desktop for chart analysis, Pine Script development, and automation via Chrome DevTools Protocol.

Reddit MCP Server

Enables access to Reddit data including posts, comments, user profiles, and subreddit information through a unified API interface with token-efficient TOON format output.

mcp-bizhawk

MCP server for BizHawk, the multi-system emulator. Drive NES, SNES, GB/GBC/GBA, Genesis, N64, PSX, Saturn and more through one Lua bridge — memory r/w across named domains, joypad input, frame-advance, screenshot, save/load state.

gem-mcp

An autonomous MCP server for AI-powered software generation using Gemini and Groq, with features like dual-engine strategy, visual inspection, and QA sentinel.

DeepMap MCP

Enables LLMs to directly access and analyze cancer dependency data from the DepMap, including gene search, dependency summaries, and top cell line dependencies, for therapeutic target evidence collection.

Waferlock Robot MCP

Enables interaction with Waferlock Robot services through a public REST API bridge. Provides secure access to robot management functionality without exposing AWS credentials, supporting local MCP server deployment via CLI.

SEO Automation and Optimization

Google Ads API 통합을 통해 키워드 조사, SERP 분석, 경쟁사 분석 도구를 사용하여 SEO 자동화를 제공하며, MCP를 통해 AI 어시스턴트가 이러한 기능에 접근할 수 있도록 합니다.

sanban

Enables AI agents to manage kanban boards with tasks, including creating boards, items, moving between columns, and searching.

weather-mcp-playwright

An MCP server that fetches US weather forecasts via API and Israel weather forecasts by automating a browser with Playwright to scrape a weather website.

GitLab MCP Server

Enables project management and repository operations on GitLab through the GitLab API, including file operations, branch management, issue creation, merge requests, and repository forking with support for both GitLab.com and self-hosted instances.

MCP-valider_iban

Validates International Bank Account Numbers (IBANs) through a Cloudflare-hosted MCP server, enabling agents to check IBAN validity via natural language.

Internet Court MCP

Provides a trust layer for agent-to-agent commerce and delegated agent authority, allowing MCP-capable agents to install and fetch the latest Internet Court skill dynamically.

Namu Watcher

Enables monitoring of Namu Wiki real-time search trends, including top keywords, explanations, historical data, and velocity detection.

ReelFarm MCP Server

Enables creating slideshows, managing automations, publishing to TikTok, and searching Pinterest via the ReelFarm API from any MCP-compatible AI client.

Camoufox MCP Server

Provides privacy-focused browser automation using a specialized Firefox fork with advanced anti-detection and fingerprint spoofing capabilities. It enables AI assistants to navigate websites, retrieve HTML content, and capture screenshots while maintaining anonymity.

AACT Clinical Trials MCP Server

Provides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.

unifi-mcp

A safety-first MCP server for managing UniFi networks, exposing 17 tools for telemetry, diagnostics, and guarded mutations with dry-run previews and confirm requirements.

chrome_mcp_server

An MCP server for controlling and automating Google Chrome browser operations using Puppeteer. It provides tools for navigation, element interaction, screenshots, and browser management.

pixmax-mcp

MCP server for Pixmax API enabling generation of images, video, text, audio, and 3D across dozens of models like Midjourney, Kling, and ElevenLabs.