Discover Awesome MCP Servers

MCP Tool Factory

A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.

research-mcp

MCP server exposing ATLAS research capabilities: live tokenized stock market data, on-chain source-of-truth reads, and published research atlases. Connects to MCP clients over stdio with no API keys required for public testnet endpoints.

OZON MCP Server

Enables automated login and price monitoring for OZON seller platform using QQ Mail verification codes. Supports browser automation through Playwright for managing OZON seller operations.

Google Flow Online MCP Server

Enables generating images, videos, characters, and scenes through Google Flow. Supports SSE and Vercel deployment for integration with Gemini Spark and other IDEs.

Azure Databricks Jobs MCP Server

Exposes Azure Databricks Jobs tools (list, run, get output) with Entra ID authentication and OBO flow for per-user context.

gimp-mcp

Enables AI agents to perform GIMP-style image operations such as open, resize, crop, flip, rotate, blur, desaturate, text overlay, export, and batch processing via MCP tools, supporting both mock (Pillow) and live GIMP backends.

crosspost-mcp

MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodon, Bluesky, and Reddit — using free APIs only.

Xray MCP Server

Enables AI assistants to interact with Xray Test Management for both Cloud and Server deployments. Supports test execution, importing results from multiple formats (JUnit, Cucumber, Robot Framework, TestNG), and managing test plans and executions.

adguard-mcp

MCP server for managing AdGuard Home instances and AdGuardHome Sync with 33 tools across read, safe-write, and destructive operations, featuring three-tier write gating.

Oxford Dictionary MCP

Remote MCP server for word definitions and random word retrieval via Oxford Dictionaries API, deployable on Vercel with bearer token authentication.

Bitbucket MCP Server

Enables LLMs to interact with Bitbucket repositories, primarily focusing on retrieving and reviewing pull request context. It provides a suite of tools for repository operations, allowing users to manage pull requests and explore Bitbucket resources through the Model Context Protocol.

job-search-mcp

Enables AI assistants to evaluate job postings under a UK visa constraint, including sponsor-licence checks with confidence grades, screening for seniority and hard requirements, and role searches that exclude recruitment agencies. It also tracks application history to help avoid duplicate applications.

MCP RAG Server

MCP server for retrieving answers from local PDFs using RAG with FAISS and OpenAI.

bettercss

Enables CSS layout verification and debugging by extracting deterministic, diffable rendered layout from a browser, allowing agents to inspect, explain, and diff CSS changes.

mcp-companies-house

Enables querying UK Companies House data via natural language, including company profiles, officers, filing history, and other statutory records.

agentic-financial-advisor

Exposes portfolio allocation, concentration risk, retirement projections, RAG document search, and a full multi-agent financial advisor query as MCP tools for use from Claude Code.

sweep-mcp

Enables LLM agents to safely reclaim disk space by deleting build artifact directories like node_modules, .venv, and target, with strong guardrails to prevent accidental or malicious deletion.

@qianexchange/mcp

Launches tokens, trades, and reads market data on Robinhood Chain, Base, and Ethereum through the Qian DEX. Non-custodial and supports multiple chains.

bybit-trading

MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance, KuCoin, etc.) with real-time price data, comparison, and natural language query support. Integrates with AI assistants via the Model Context Protocol.

Slipstream

A shared distillation cache for AI agents — clean-crawl a URL once, distill it to token-optimal markdown, and serve it content-addressed across every agent (~73–89% fewer tokens). Includes a collective-notes layer and cutoff-aware change detection.

MCP Mailtrap Server

Enables sending transactional emails and managing email templates through Mailtrap's API. Supports both production email delivery and sandbox testing with comprehensive template management capabilities.

boardgames

Enables users to search and retrieve board game data via the Board Game Atlas API, including game details, ratings, and availability.

Agent Context Hub

A reusable MCP server providing shared, versioned context across AI agents and devices via a private GitHub workspace, with tools to discover projects, bootstrap, query, and close out task state.

DocShark

DocShark is an MCP server that scrapes and indexes documentation websites, enabling AI assistants to perform full-text searches on a local knowledge base built from public docs.

win-capture-mcp

A Windows MCP server that enables AI agents to capture screenshots of open windows or the full desktop via stdio or HTTP.

youtube-personal-feed

MCP server that connects to your personal YouTube account and exposes your subscription feed, letting you list subscribed channels, recent uploads, and get YouTube watch links for handoff to other MCPs.

ClawCall MCP Server

Enables AI agents to make real outbound phone calls to US/Canada numbers, handle conversations, and return transcripts and recordings via the Model Context Protocol.

MCP Secure Installer

Automatically installs and containerizes MCP servers from GitHub repositories using MCP sampling to analyze repositories and create appropriate Docker images.

AllOurThings MCP Server

Enables cataloging and managing personal inventory (items, attachments) through natural language, allowing users to add, search, update, and retrieve item details and attachments via MCP tools.

MCP Tool Security Inspector

Performs explainable, deterministic static analysis of MCP tool metadata to detect misleading instructions, concealed capabilities, and schema drift without executing tools.