Discover Awesome MCP Servers

harness_to_mcp

Exposes internal tools from agent harnesses (Claude Code, Codex, etc.) as a standard MCP server by intercepting LLM API calls.

camoufox-jsreverser-mcp

A JavaScript reverse engineering MCP server for Firefox with stealth capabilities, providing tools for debugging, hooking, network analysis, and anti-detection via Camoufox.

mcp-feedback-web

Provides a web-based interactive feedback server for MCP, replacing desktop GUI with a browser interface supporting full CJK input and bilingual UI.

HuggingMCP

A Model Context Protocol server that allows Claude and other MCP-compatible AI assistants to interact with the Hugging Face ecosystem, enabling repository management, file operations, search, and collections management through natural language.

sionna-mcp

Exposes NVIDIA Sionna RT ray-tracing as 15 structured tools for AI agents, enabling wireless channel simulation (scene loading, antenna array setup, ray tracing, CSI extraction) through MCP.

MCP Fivetran

Enables AI assistants to manage Fivetran users and connections, including inviting users, listing connections, and triggering syncs.

playwright-mcp-orchestrator

A multi-agent orchestrator that enables multiple AI agents to share a single Chrome browser instance with tab isolation and shared state. It preserves local browser data like cookies and logins while allowing concurrent agent sessions through the official Playwright MCP.

@jurislm/langfuse-mcp

MCP server for Langfuse providing 50 tools for prompt management, observability, instance/organization management, and metrics tracking via natural language.

GAM MCP Server

Enables AI assistants to perform Google Workspace administrative actions via GAM7, managing users, groups, calendar, Drive, and more.

@itunified.io/mcp-oracle-ol

MCP server for Oracle Linux OS operations, providing tools for package management, kernel, storage, network, and security tasks via dbxcli.

fast-pyairbyte

fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connector, with a single prompt.

shopline-mcp

MCP server for the Shopline Open API. Exposes 140+ tools for querying and managing orders, products, customers, promotions, analytics, and store settings from your Shopline store via Claude.

Freesound MCP Server

Integrates with Freesound.org to enable searching, discovering, and previewing audio content such as sound effects and music loops. It provides detailed metadata and licensing information to support video editing and content creation workflows.

Piazza MCP Server

Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.

WebDAV MCP Server

Enables CRUD operations on WebDAV file systems with authentication support, allowing users to manage files and directories through natural language commands. Includes advanced features like file search, range requests, smart editing with diff preview, and directory tree visualization.

paraph-mcp

MCP server for the Paraph e-signature API that enables AI tools to fill PDF forms and manage electronic signing workflows. It provides tools for template management, document filling, sending signing requests, and tracking signing progress.

oraclaw-mcp-server

17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time series forecasting, and more. All under 25ms, deterministic, zero LLM cost.

Indian Movies MCP Agent

Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.

Metatron

Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structured priors, and serves them to coding agents over MCP

polish-data-protection-mcp

Enables querying Polish data protection regulations, decisions, and guidelines from the UODO directly from AI assistants.

thunderbird-mcp

Enables searching and reading Thunderbird emails locally through MCP, using the mail client's own index for offline, credential-free access.

2CaptchaMCP

Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCaptcha, etc.) for AI agents via MCP.

steam-mcp

Connects Claude to your Steam library via the Steam Web API. Query your games, playtime, recently played history, and store metadata using natural language. Zero-config install via npx steam-mcp.

paperless-mcp

paperless-mcp

ChatBI MCP Server

Enables AI-powered business intelligence and data analysis using pandas and LLM code generation. Supports automated data processing, statistical analysis, and visualization creation through natural language interactions.

AEM MCP Server

A Model Context Protocol server for Adobe Experience Manager that provides REST/JSON-RPC APIs for content, component, and asset management with AI, chatbot, and automation integrations.

VisiData MCP Server

Provides access to VisiData functionality for data analysis, visualization, and transformation across multiple formats. Supports advanced features like correlation heatmaps, skills analysis, salary benchmarking, and statistical distribution plots.

Model Context Protocol (MCP) Rust SDK

An MCP client/server library for Rust

Simple Name Time MCP Server

A minimal MCP server that returns the current local server time for a given name and a lucky number.