Discover Awesome MCP Servers

Graphiti FastMCP Server

A temporally-aware knowledge graph MCP server for AI agents, enabling episodic ingestion, entity management, and semantic search with support for multiple LLM and embedding providers.

AOSP Platform Builder MCP

Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileged system apps, and builds system.img.

code-to-tree

code-to-tree

stm32-mcp-docs

MCP server that provides semantic search and documentation for STM32 microcontrollers, with specialized agents and slash commands for embedded development assistance.

game-asset-mcp

Enables AI agents to generate game-ready 3D assets from reference images with PBR textures, and to retexture meshes the user already owns, while recording full provenance for every generated file.

LLX Agent MCP Implementation

A minimal MCP server with a sample search_news skill that demonstrates how Claude Code can automatically call a skill over the MCP protocol.

GitHub CLI MCP Server

An MCP server that wraps the GitHub CLI to provide comprehensive access to repository management, pull requests, issues, and workflows. It enables users to perform complex GitHub operations and interact with the GitHub API through a standardized interface.

paperless-mcp

Enables interaction with a paperless-ngx document management system through MCP tools, allowing document search, retrieval, upload, and metadata management via natural language.

MCP Gateway

A unified enterprise-grade gateway that lets LLM agents call multiple MCP servers through a single REST API, with built-in authentication, rate limiting, logging, and metrics.

MCP Hub

A universal MCP hub that connects any AI agent to any tool, enabling agent interoperability with 50+ pre-built tools, custom tool creation, and tool discovery.

cveasy-mcp

Provides MCP clients like Claude with tools to query and manage security scans, CVEs, assets, findings, threat intel, and generate polished reports by acting as a lightweight adapter over the CVEasy backend API.

oci-documentation-mcp-server

Enables searching and reading OCI documentation using the Oracle Help Center Search API. Provides tools for finding relevant documentation URLs and reading page content.

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language, supporting operations like sending, searching, and reading emails. It includes comprehensive label management, batch processing, and a streamlined OAuth2 auto-authentication flow.

Apache Zeppelin MCP Server

Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin REST API, supporting operations like listing, searching, editing, and running notebooks.

DuckDuckGo MCP Server

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. This appears to be a starter template rather than a fully functional DuckDuckGo integration.

A2A MCP Server

A centralized server that tracks and manages connected agents, providing a web interface to monitor their status while enabling agent communication through a central point.

Salesforce MCP Server

Enables Claude to query, create, update, and delete Salesforce records directly using SOQL and SOSL, with tools for metadata exploration and bulk operations.

TickerAPI

Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.

ArcGIS MCP Server

Enables AI assistants to query and visualize ArcGIS Online/Enterprise geospatial data through natural language, performing spatial analysis and map generation.

MCP Server for LimeSurvey

Enables interaction with LimeSurvey API to create and manage surveys, questions, question groups, activate surveys, and export responses through standardized MCP endpoints.

mcp-file-tools

MCP server for encoding-aware file operations supporting 24 encodings, with secure directory-restricted tools and optional local execution for ChatGPT Web via OpenAI Secure MCP Tunnel.

HyperFrames Render MCP

Paid remote MCP for rendering hyperframe videos with structured receipts and audit logs. Enables rendering, status checking, artifact fetching, and receipt export.

mc-host

Enables managing a local Minecraft hosting service through MCP, including server creation, start/stop, mod installation, and log retrieval.

Pusher Channels MCP Server

An MCP server that enables AI agents to send realtime messages, query channels, and manage users through Pusher Channels.

FontLab MCP Server

Enables AI assistants to interact with FontLab for font design and manipulation, including querying font metadata, creating/modifying glyphs, applying transformations, and exporting fonts.

Tenable OT Security MCP Server

Connects AI clients to Tenable OT Security, exposing OT/ICS asset inventory, vulnerabilities, events, policies, and findings as read tools, with an opt-in dry-run write layer for asset edits and policy management.

aria51 MCP Server

Enables AI coding assistants to test web accessibility by scanning URLs, detecting violations, and running focused audits on keyboard navigation, screen reader compatibility, and WCAG criteria — all within the assistant's loop.

MCP Screen Text

Provides screen capture and optical character recognition (OCR) capabilities for entire displays or specific application windows. It enables users to list running applications, take screenshots, and extract text from images using multi-language support.

Dash MCP Server

Provides tools to interact with the Dash documentation browser API, allowing users to list installed docsets, search across documentation, and enable full-text search.

FormPilot

Enables secure web form inspection and autofill using Excel data, Knowledge Packs, and AI, with sensitive field protection and explicit submit confirmation.