Discover Awesome MCP Servers

UniFi Network MCP Server

Turns your UniFi Network Controller into programmable tools for querying and modifying network settings via MCP.

@clawfetch/mcp

MCP server providing web intelligence tools for AI agents, including fetching pages as markdown, rendering JS-heavy SPAs, extracting structured data, multi-source research, and domain availability checks, with automatic x402 micropayments.

Rockfish MCP Server

Enables AI assistants to interact with Rockfish's machine learning platform through comprehensive API access. Supports managing databases, worker sets, workflows, models, projects, and datasets for ML operations.

Invompt MCP

Enables users to interact with Invompt's public invoice API to draft and create professional invoices. It provides tools for generating Invoice Markup Language (IML) YAML and processing it through various invoice templates.

Ravira MCP Server

Connects AI assistants like Claude to Ravira's dental practice AI receptionist. Provides tools for patient queries, feature overviews, sample conversations, dental topic searches, and demo requests.

Markdown MCP Server

A server that provides HTTP API access to manage Obsidian Vaults and Markdown files, allowing users to access notes, statistics, links, templates, and search capabilities.

Browser MCP Server

Enables AI clients to directly control a real Chrome/Edge browser via a WebSocket extension, supporting operations like navigation, clicks, screenshots, and JavaScript evaluation.

robauto

Enables managing site signal strength, brand agent, pixel, boosts, and accessing leaderboards, agent traffic stats, and AgentHub listings via natural language.

Amazon Bedrock AgentCore MCP Gateway

A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation using the FastMCP framework.

CodeGraph Multi-Repo MCP

Exposes CodeGraph capabilities for multiple local repositories to MCP-compatible AI coding assistants, enabling multi-repo code exploration and cross-repo symbol tracing.

LorAI MCP

An MCP server that enables AI agents to play Library of Ruina by reading game state, navigating UI, fighting battles, and selecting emotion cards.

AI Core MCP Server

Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core lifecycle and administration through natural language.

drawio-live

Launches/connects to the visible draw.io desktop editor and edits its active graph model in real time, allowing AI agents to draw scientific figures step by step.

cnj_serventias_extrajud_lista

Enables consultation of official data on extrajudicial notary offices from the National Council of Justice (Brazil), read-only, pay-per-use.

Firecrawl MCP Server

Integrates Firecrawl for web scraping, crawling, search, and content extraction capabilities. Supports single/batch scraping, URL discovery, structured data extraction, deep research, and AI-powered web analysis with automatic retries and rate limiting.

falllearn-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for any MCP client.

SatisMeter MCP

Read-only MCP server for exposing SatisMeter survey data to Claude custom connectors, enabling NPS response analysis and reading project, survey, response, and statistics.

Roamzy

Buy and manage a global eSIM through chat. One universal eSIM for 192 countries, per-MB billing in USDT or USDC across TRON, Solana, BSC, Polygon, Optimism, Arbitrum, TON. Anonymous-flow by default — no account required.

AutoDL MCP Server

Enables management of AutoDL GPU resources including instance lifecycle, balance queries, elastic deployments, and notifications through typed MCP tools.

Redmine MCP Server

An MCP server that connects AI assistants to Redmine, enabling issue and project management via natural language.

Local File Search MCP

Provides tools for searching and reading local files, supporting metadata filters, PDF full-text keyword search, and sandboxed file access.

MCP-Atlas

A large-scale benchmark that evaluates AI agents' tool-use competency across 36 real MCP servers using a reproducible Docker sandbox and LLM-as-judge scoring.

Knowledge Base MCP Server

A local MCP server that allows AI systems to search and retrieve information from a custom knowledge base generated from markdown files. It provides tools for natural language text search, category browsing, and specific content chunk retrieval.

FlightOracle

Flight Intelligence MCP — 8 tools for flight search, cheapest dates, multi-city routing, airline comparison via Google Flights. Part of ToolOracle.

veyra-snippets

Code snippet storage for AI agents with language tags and full-text search. Reads are free, writes require Veyra commit mode.

NamingSignal

Provides evidence-first product naming tools for agents and founders, including domain registry checks, namespace searches, and finalist research with sources and timestamps.

xcode-build-optimizer-mcp

MCP server for Xcode build optimization, providing build-timing analysis, DerivedData/module-cache management, and build-speed config linting for AI coding agents.

go-gerrit-mcp

An MCP server that exposes Gerrit code review operations as capability-gated tools, enabling AI agents to search and read changes, publish comments, vote, and manage change state, with write capabilities as explicit opt-in.

agent-envelope-mcp

A neutral authority layer for agent runtimes, providing sovereign verification and vault-governed custody tools via MCP.