Discover Awesome MCP Servers

Retail Supply Chain Analysis Tool

Enables users to upload retail data, analyze trends, optimize inventory, and forecast sales using AI-powered insights, acting as a senior supply chain expert.

Melo MCP Server

Enables searching and filtering real estate properties in France through the Melo API. Supports comprehensive property searches with filters for price, surface area, location, and property type for both sales and rentals.

AdWeave Meta Ads

Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights — plus AI-powered campaign diagnosis and buyer personas.

Roblox Studio MCP 서버

Model Context Protocol server for Roblex Studio

MCP GetBlock Server

Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, including wallet balances, transactions, gas prices, and account information.

unitrends-mcp

MCP server for Unitrends Backup — appliances, jobs, recovery points, replication, alerts

brainforge-mcp

An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health reporting.

ros2_medkit_mcp

A thin MCP adapter that connects an LLM to the ros2_medkit SOVD HTTP API, enabling discovery, data retrieval, operation execution, and configuration management for ROS 2 systems.

wechat-reader-mcp

MCP server for reading WeChat public account articles by reusing authenticated browser sessions, handling captchas and rate limits.

bug-ledger-mcp

A shared, concurrency-safe ledger for LLM code audits. It enables multiple agents to collaboratively report, verify, and resolve bugs with deduplication and hallucination resistance.

gmail-mcp

Enables reading Gmail emails through the Model Context Protocol, supporting listing, searching, and retrieving email details with OAuth 2.0 authentication.

Chop MCP TypeScript

A Model Context Protocol server that enables interaction with Chop's Setup system, providing an interface to retrieve setup information via a REST API.

Google Photos MCP Server

Enables AI assistants to search, browse, and retrieve metadata and images from your Google Photos library. It supports content-based filtering, album listing, and location extraction via STDIO and HTTP transports.

ZIM RAG MCP Server

Enables interaction with .zim archives by providing tools for article search, content retrieval, and metadata discovery. It features a TF-IDF based RAG engine for semantic retrieval over extracted article chunks from compressed ZIM files.

Portfolio Rotation MCP Server

MCP server for portfolio rotation analysis. Score holdings and candidates across 5 dimensions, identify optimal swaps, validate with risk checks and backtests.

package-version-check-mcp

Enables AI coding agents to retrieve the latest stable versions of packages and tools across multiple ecosystems, preventing outdated dependency versions in generated code.

remnawave-mcp

An MCP server that enables LLM clients to manage Remnawave VPN panels through 51 specialized tools for user, node, and subscription administration. It provides real-time access to panel statistics, health checks, and guided workflows for system diagnostics.

Odoo MCP Server

An implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.

PureRef MCP

Enables AI assistants to create PureRef reference boards from local images and ad-review data, supporting moodboards and A4-style creative review reports.

License Scanner MCP Server

Enables scanning of project dependencies across multiple package managers (npm, pip, cargo, etc.) and generates comprehensive markdown license reports. Supports automatic license detection from package registries with caching for improved performance.

ctx-memory

A fully local persistent memory layer for LLM coding agents (Claude Code, Codex, Gemini CLI, OpenCode). A shell wrapper intercepts tool invocations, fires hooks on every tool call, then runs a 3-layer pipeline (extract → compress to ≤500-token digest → merge into project memory doc) at session end. The next session gets prior context injected automatically.

MCP Wallet Signer

Non-custodial MCP server that routes blockchain transactions to your browser wallet (MetaMask, Rabby, etc.) for signing — private keys never leave your browser.

SvelteLS.MCP

An MCP server that wraps the Svelte Language Server to provide IDE-like tools for Claude Code and other MCP clients. It enables advanced Svelte development features including symbol navigation, diagnostics, refactoring, and component-specific analysis.

MCP Deepseek Agent Server

Enables seamless AI integration via Ollama's Deepseek model, providing protocol compliance and automatic configuration for clean AI-driven interactions.

thunderbird-cli

Give AI agents full read/write email access through Mozilla Thunderbird. Zero credentials touch the agent — all IMAP/SMTP stays in Thunderbird. 12 MCP tools, 38 CLI commands, signed Thunderbird 128+ extension. Tested at 22 accounts / 249k messages.

Meilisearch MCP Server

Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.

Claudeus Plane MCP

A server that bridges Claude AI with the Plane project management platform, enabling AI-powered project management tasks including project creation, task management, team collaboration, and automated workflows.

Cold Email & Outreach MCP Server

Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, personalized LinkedIn DMs, and SEO content-gap plans for sales and marketing outreach.

@sattva/dokploy-mcp

MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy OpenAPI spec, enabling deployment, management, and monitoring of self-hosted infrastructure through AI assistants.