Discover Awesome MCP Servers

MCP SAP GUI Server

An MCP server that enables AI assistants to interact with SAP GUI for Windows through the SAP GUI Scripting API.

TokenLens MCP Server

Enables AI agents to compare AI model pricing plans, run cost scenarios, find break-even points, and get plan recommendations using TokenLens data.

ipybox

A Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access.

jupyter-kernel-mcp

Enables AI agents to execute Python, TypeScript, and JavaScript code in persistent Jupyter kernels with stateful variables and imports across interactions.

mcp-backend

MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Iceberg data lake, and SQL seeds. It offers 32 tools for database queries, storage operations, seed management, and more.

Paylo MCP Server

Enables AI agents to interact with the Paylo commerce ecosystem, allowing them to discover merchants, search products, manage shopping carts, and facilitate transactions through Paystack payment integration.

Sage Intacct MCP Server by CData

Sage Intacct MCP Server by CData

AlgoKit-mcp

An MCP toolkit for algorithm learning that enables AI agents to search problems, generate step-by-step hints, analyze code, and create review templates for Baekjoon and Programmers problems.

@cryptoapis-io/mcp-blockchain-fees

MCP server for Crypto APIs Blockchain Fees product, providing fee recommendations and gas estimates for UTXO, EVM, and XRP blockchains.

witness-mcp

Enables to interact with job application workflows through MCP, allowing users to find jobs, generate non-trivial applications with proof-maps, and build offline dashboards, all without auto-submitting.

canido

Regulatory intelligence API — look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.

Pokedex MCP Server

Enables querying and comparing the first 25 Pokémon from the Kanto region, providing base stats, evolution chains, and type filtering via natural language.

mcp-metaeditor

Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling automated MQL5 development workflows including code editing, compilation of EAs/indicators, and strategy backtesting.

Storybook MCP Server

A Model Context Protocol server that integrates with Storybook to help AI tools query UI components and retrieve usage examples from static Storybook files.

Ansible MCP Server

This Model Context Protocol server enables AI assistants to interact directly with Ansible, allowing them to execute playbooks, manage inventory, check syntax, and perform other Ansible operations.

mrholmes

Enables users to execute OSINT tasks from 88 catalogued repositories through safe command surfaces, supporting authorized research and threat intelligence workflows.

mcp-db-server

Enables LLM clients to query SQL databases via natural language with read-only, AST-validated, and capped queries, ensuring safety guarantees.

Google Cloud MCP Server

A Model Context Protocol server that connects to Google Cloud services, allowing users to query logs, interact with Spanner databases, and analyze monitoring metrics through natural language.

Snowflake MCP Server

Provides secure, read-only access to Snowflake data warehouses, enabling AI assistants to explore schemas, write queries, and analyze data with SSO authentication and smart caching.

company-brain-mcp

Enables AI agents to query and manage company knowledge from a Supabase GraphRAG store, including accounts, meetings, people, org hierarchy, product docs, and call logs.

my-heb-proxy

Provides tools for LLMs to search H-E-B stores, coupons, products, and weekly ads using reversed-engineered APIs.

loop-reader-mcp

A read-only MCP server that enables AI assistants to search and read Microsoft Loop content through the Microsoft Graph API, with per-user permission trimming ensuring each user only sees pages they already have access to.

GhidraMCP

Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilities including decompilation, function analysis, automatic renaming, and BSim integration for function similarity matching.

Archetypal AI MCP Server

Provides persistent memory tools (recall, remember, checkpoint) for AI agents, enabling them to save and restore state across sessions.

Memory Forensics MCP Server

AI-powered memory dump analysis using Volatility 3 for digital forensics investigations. Enables process analysis, malware detection, network forensics, timeline generation, and anomaly detection with support for Claude, Llama, and other LLMs.

helius-forensics-mcp

Enables Solana wallet forensics via MCP, including tracing funds, identifying entities, scoring risk, and comparing wallets using Helius APIs.

xiaozhi-mcphub

Multi-user MCP server with user isolation, permissions, resource sharing, and an admin console for managing MCP tools across users.

Enhanced Memory MCP Server

A high-performance memory management system for AI agents with 200+ tools including 4-tier memory architecture, advanced RAG pipeline, and Git-like versioning.

fcp-mcp

The most capable MCP server for Final Cut Pro — 88 tools covering FCPXML editing, live FCP control, parametric puppets, and media analysis.