Discover Awesome MCP Servers

Campus Life MCP Server

An MCP server that provides information about IIT Guwahati campus life using a RAG pipeline backed by Qdrant Cloud.

gemini-research-mcp

An MCP server that adds real-time web research to Claude Desktop using Gemini 2.5 Flash with native Google Search grounding.

Deploy MCP

Enables AI coding assistants to deploy websites directly to Vercel from the IDE, automating framework detection, build validation, and secure environment variable synchronization, with live status updates.

CARF MCP Server

Enables querying tax administrative proceedings (CARF) by CPF or CNPJ, providing read-only access to process information via a hosted MCP endpoint.

Dynalist MCP Server

Enables Claude and other AI assistants to read, write, and manipulate Dynalist.io documents programmatically, including operations like searching, editing nodes, bulk importing from markdown, and managing document structure.

GPT-5 Search MCP Server

Provides access to OpenAI's GPT-5 model with web search and advanced reasoning capabilities, enabling AI-powered search and analysis through MCP tools.

GCP MCP Server

Enables AI agents to manage Google Cloud Platform resources including projects, IAM, service accounts, and APIs directly through GCP REST APIs without requiring gcloud CLI or Terraform.

n3t-mobile-mcp

Enables AI models to send SMS, check delivery status, and perform Mexican Mobile Number Portability (MNP) carrier lookups via the N3T Mobile CPaaS Gateway.

phone-mcp-server

Enables AI agents to control Android phones via MCP and HTTP. Supports screen capture, taps, swipes, text input, and app management.

MCP App with Authentication

This MCP server implements a secure OAuth 2.1 authorization server with Google login, enabling authenticated tool execution and a user interface for MCP applications.

Debate Agent MCP

Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating locally installed AI CLIs (Claude, Codex) to perform parallel analysis, deterministic scoring, and consensus-building on git diffs.

Mock Documentation MCP Server

Exposes a tool to retrieve mocked documentation records from a simulated database, supporting query and document ID lookup.

Unreal Engine MCP Server

Enables AI assistants to control and automate Unreal Engine through a native C++ Automation Bridge plugin. It supports a comprehensive range of tasks including asset management, actor manipulation, editor control, and blueprint graph editing.

MCP Streamable HTTP Demo

Demonstrates an MCP server with calculate and text_stats tools over Streamable HTTP, integrating with LangChain/LangGraph and n8n agents.

kbdb

Enables file-based knowledge management with ranked keyword and semantic hybrid search, allowing AI agents to learn from documents and recall relevant knowledge as a persistent memory tool.

imagen-4-mcp

RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status, and check pricing through a single RunAPI API key.

mcp-arcgis-fauquier

Enables querying and searching Fauquier County, Virginia open geospatial datasets (parcels, zoning, addresses, public works) via ArcGIS Feature Services.

Deepy MCP Server

Thin MCP server that enables AI agents to generate video, image, and audio content via the Deepy API using a personal API key, with safe generation flow and no business logic.

MCP Simple Server

A minimal reference implementation of an MCP server with two basic math tools (add and multiply), designed as a starting point for learning MCP protocol and deploying remote servers to cloud platforms.

mcp-video-vision

MCP server that enables video analysis capabilities to Claude, including frame extraction, scene detection, and video metadata retrieval.

BlenderMCP

Connects Blender to local LLMs through MCP, enabling AI-assisted 3D modeling, scene creation, and manipulation.

framebench MCP server

Estimates FPS ranges for games on any GPU or Apple Silicon, identifies the limiting component, and provides settings levers to improve performance.

logic-analyzer-mcp

AI-driven USB logic analyzer control via FastMCP. Captures digital traces, decodes UART/I2C/SPI, and exports VCD for PulseView, supporting sigrok hardware and built-in simulator.

gitmem

Provides MCP tools that give AI agents persistent, append-only memory in a git repository, letting them record observations, decisions, and corrections while retrieving context briefs, current facts, conflicts, and traceable event history without a vector database.

LinkedIn MCP

Enables AI assistants to securely search your LinkedIn network, contacts, and DMs to find warm leads, intro paths, and hidden opportunities.

touch-mcp

High-performance MCP server that enables AI assistants to control TouchDesigner live via WebSocket, providing 37 tools for nodes, parameters, scripting, and more.

heartbeat-mcpl

Periodically sends heartbeat events to wake Connectome agents for self-check-in, with configurable interval and management tools.

KFabric

KFabric is a platform for building traceable and weighted documentary corpora from heterogeneous sources, prioritizing data quality before RAG implementation. It provides tools for document discovery, scoring, and fragment synthesis via an MCP server to prepare high-quality indexable artifacts.

Trafilatura MCP Server

Enables web scraping and content extraction from URLs using the Trafilatura library. Extracts main text content and metadata (title, author, date) from web pages with configurable options for comments and tables.

Context7 MCP

Provides up-to-date, version-specific documentation and code examples for libraries and frameworks directly into AI prompts, eliminating outdated code generation and hallucinated APIs.