Discover Awesome MCP Servers

neo4j-mcp

MCP server for Neo4j graph database operations, enabling Cypher queries, node/relationship management, and schema discovery.

DPLoy

Enables AI agents to deploy applications and manage servers over SSH using natural language commands, with built-in tools for Python bots, Docker Compose, and SSL setup.

neosql-mcp

Enables MCP hosts to use NeoSQL Desktop tools for database management, including querying, table operations, and code generation, through a local stdio MCP server.

process-mcp

An MCP server that allows AI assistants to manage background processes, enabling start, stop, monitoring, and querying of long-running shell commands without blocking the conversation.

tradestation-mcp

MCP server for TradeStation API enabling market data, brokerage, and order execution through natural language.

Google MCP Agent

Enables interaction with Gmail, Google Drive, and Google Classroom through FastMCP, providing tools for reading emails, managing files, and listing courses.

memory-mcp

Enables Claude to store and retrieve memories as 1024-dimensional embeddings in a local SQLite database using the Model Context Protocol.

odoo-timesheet-mcp

Enables to manage Odoo 16 timesheets via the External API, supporting CRUD operations on timesheet entries.

se-mcp

MCP server for se-cli that exposes 50+ Selenium browser automation tools for AI agents, enabling browser control through a thin wrapper around se-cli.

ML Experiment Tracker MCP

Query your MLflow experiments in plain English using Claude Desktop. No dashboards, no SQL — just ask.

AURON MCP

A read-only MCP gateway that enables AI agents to retrieve business data (sales, appointments, clients, inventory, etc.) from the AURON Suite backend with role-based access control, audit logging, and rate limiting.

mcp-server-ovh

A Model Context Protocol (MCP) server that provides standardized access to OVH API services, enabling AI assistants to manage OVH cloud infrastructure.

Roblox Studio MCP

Enables AI agents to inspect, create, edit, debug, and playtest projects inside the Roblox editor via 29 lean tools, with push-based SSE transport, editor-safe script edits, and batched undoable writes.

TradingWizard No-Chase MCP

Enforces pre-trade planning discipline by checking entry, stop, target, and risk/reward via a gate tool, and provides proof receipts, terminal links, and risk prompts for AI assistants.

mercari-jp-mcp

MCP server to search Mercari Japan listings with query, price range, and exclude keywords.

mcp-opencollective

Enables querying Open Collective public data: collective info, members, transactions, and events.

Tiramisu AI MCP Server

A read-only MCP server that exposes Tiramisu AI's product information, pricing, and official links to MCP-compatible AI clients.

MetaTrader 5 MCP Server

Enables comprehensive access to the MetaTrader 5 trading platform for retrieving market data, managing accounts, and executing trading operations. It provides 32 specialized tools for interacting with MT5 functionalities, including historical OHLCV data access, real-time position monitoring, and automated order management.

AI Governance Waiver Desk MCP

Enables AI governance teams to evaluate waiver requests, approve policy exceptions, check expiry, issue receipts, and export audit logs for AI use cases and model risk.

Agent-VC MCP Server

Provides AI agents with persistent state, version control, and task management capabilities powered by Fossil SCM. It enables agents to manage files in a sandboxed environment with full commit history and built-in ticket tracking.

codeix

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase.

mallory-grapher

Provides a headless session runtime for reactive compute graphs, enabling MCP-driven cell operations without a DOM or browser.

Zerodha MCP Server

Enables trading operations on Zerodha platform through natural language, supporting account management, order placement/modification, portfolio holdings, positions, margins, and stock news retrieval.

Agenda Intelligence

Product entry point and evidence-discipline layer for strategic intelligence agents.

Aki

Aki is a local stdio MCP server that gives AI coding assistants durable project memory, allowing them to remember decisions, search prior notes, and save context across sessions.

mcp-obsidian-vault

Provides AI agents with direct filesystem access to an Obsidian vault for note management, task orchestration, context persistence, and git synchronization.

gsheets-mcp

A local MCP server that lets Claude read and write Google Sheets through the Google Sheets API v4, using OAuth2 authentication with your own Google account.

Ronen Tanchum MCP Server

An MCP server that acts as an artist alter-ego, enabling AI agents to browse Ronen Tanchum's portfolio, ask him questions in his authentic voice, and explore his artworks and philosophy.

codex-as-mcp

Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing spawning of autonomous Codex subagents for tasks.

Leave MCP Server

Enables LLM clients to handle leave applications by providing tools for initialization, organization selection, leave day calculation, attachment checks, uploads, and submission, with built-in business validation and environment switching.