Discover Awesome MCP Servers

oxcode

Enables coding agents to navigate and query source code by providing context, symbols, and call graph information through a graph index.

engram-mcp

MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace for searching and citing indexed GitHub and Notion content.

mcp-hotspots-handler

This MCP server provides a tool to analyze git repository hotspots, returning a sorted list of files with risk scores based on change frequency and author count.

Image Studio MCP

Enables image generation using Google Gemini models (flash/pro) with support for multiple sizes, reference images, and access control via Google OAuth and email allow-lists.

mcp-autopilot-jobhunt

Scans 130+ company careers pages and scores every role against your resume with an LLM (0–100), surfacing top matches. Drafts tailored cover letters and resume bullets for any job on demand, and exports scan results to CSV.

MCP Sui Tools

A toolkit that integrates with the Sui blockchain, allowing Claude to request test tokens through a testnet faucet tool when users provide their wallet addresses.

academic-workflow-mcp

Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enabling paper fetching, structured note creation, highlight syncing, and review management.

Home Assistant MCP

Provides tools for AI assistants to interact with smart home devices through Home Assistant, allowing operations like checking entity states and calling services.

grr-gaggiuino-mcp

An MCP server for Gaggiuino-modified espresso machines, enabling monitoring, shot analysis, and profile management.

API Documentation MCP Server

A Model Context Protocol server that fetches detailed API documentation from a local platform using a document ID. It enables language models to retrieve specific endpoint specifications to assist with tasks like code generation and API integration.

nodriver-proxy-mcp

Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic interception, and a Python sandbox to autonomously write and execute security exploits.

Drone CI MCP Server

A TypeScript-based MCP server scaffold designed for monitoring and interacting with Drone CI environments. It provides tools for webhook parsing, HMAC signature verification, and state management for CI/CD pipelines.

claudit

Enables searching over 20,000+ smart contract audit findings from Solodit, with filters for severity, firm, tags, and more. Designed for use with AI coding agents like Claude Code and Codex CLI.

Voxtract

Extract structured knowledge from voice recordings. Transcribes audio using Mistral's Voxtral model and lets your LLM agent handle post-processing within your existing setup.

rss-reader-mcp

An MCP server for RSS feed aggregation and article content extraction, allowing users to subscribe to feeds and extract full article content as Markdown.

wizard-connector

Enables searching, reading, and listing content from Notion or Google Drive through an interactive setup wizard for Claude Code.

maven-mcp

Enables searching Maven Central artifacts, retrieving versions, and analyzing dependencies via natural language.

GitHub MCP Server

An MCP server that provides tools for interacting with the GitHub API, enabling AI assistants to query repositories, pull requests, issues, commits, users, and more.

bridge-routes-x402

Finds best cross-chain bridge routes across 60+ chains and 18+ bridges, comparing fees and time, with pay-per-call via x402 USDC micropayments.

Google Jules MCP Server

MCP server that exposes Google Jules AI agent as tools, allowing local AI agents to list authorized repositories and delegate coding tasks to Jules, receiving session URLs for tracking.

Retail Analytics Agent

An MCP server that combines SQL and RAG tools into a reasoning agent for answering retail analytics questions using natural language.

trade-mcp

An MCP server that lets a language model place real equity orders on a live Groww brokerage account.

NUVC MCP Server

Provides VC-grade startup intelligence, allowing founders to validate ideas and VCs to screen deals using tools like scoring, investor matching, and financial analysis.

Final Cut Pro MCP Server

Enables comprehensive remote control and automation of Final Cut Pro through 99 tools covering timeline editing, project management, and AI-powered features. It facilitates complex workflows including media organization, color grading, and FCPXML generation using AppleScript and JXA automation.

bash-vet-mcp

MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -rf nested deep in chains, package-manager glob removal (apt remove 'nvidia'), dd/mkfs filesystem destruction, chmod 777 / chown -R privilege blast, network-exfil via curl | bash, chained shutdown/reboot, git destructive ops. 30 detection rules across 8 families. Sub-second, local, free, MCP-native.

Google Ads MCP

A private, read-only MCP server that enables retrieval and analysis of Google Ads reporting data (campaigns, ad groups, keywords, search terms, cost, conversions) from authorized accounts through a locally operated server.

DRIFT-MCP

Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SSE transport and Redis integration.

prep-reminder-mcp

Prepares reminders for going out based on weather conditions and suggests meetup spots using weather and location data, with optional AI curation.

StatPearls MCP Server

Provides AI systems with access to peer-reviewed medical information from StatPearls, enabling searches for diseases and medical conditions with comprehensive, reliable content formatted in AI-friendly Markdown.

Minecraft Wiki MCP

Searches and queries the official minecraft wiki to answer any minecraft-related question with precision!