Discover Awesome MCP Servers

Heroquarium ArtGen MCP Server

Enables Claude to generate pixel art procedurally and normalize external images into a canonical palette and tile size.

text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

@cryptoapis-io/mcp-utils

MCP server for Crypto APIs Utils, enabling address validation, raw transaction decoding, and XRP X-Address encoding/decoding for UTXO, EVM, and XRP blockchains.

Reactome MCP Server

Model Context Protocol server for accessing Reactome pathway and systems biology data.

devitway-rag-starter

Minimal local RAG stack with an MCP server that provides document search for any agent.

ApiVault Remote MCP Server

Secure, encrypted API key management for AI coding agents, enabling search, inspection, and use of credentials with scoped permissions and optional zero-knowledge decryption.

disasm.dev MCP server

Enables AI assistants to generate DataDome and Incapsula clearance tokens without a headless browser, for development and prototyping.

Github MCP Server Java

A Java implementation of the GitHub MCP (Model Context Protocol) Server using Spring AI. This server provides MCP-compatible tools for interacting with the GitHub API.

voz-knowledge-mcp

Crawl and archive VOZ threads, with search and summarization capabilities for AI agents.

pyslang-mcp

Provides AI agents with compiler-backed, read-only context for Verilog and SystemVerilog projects using pyslang.

PrompyAI

Context-aware prompt intelligence for Claude CLI that scores prompts against the real codebase and rewrites them with AI-enhanced context.

agent-jail-mcp

Provides MCP tools for managing disposable Docker sandboxes that let AI agents safely execute commands in isolated, ephemeral environments.

nodel-mcp

MCP sidecar that exposes a local Nodel runtime via the Model Context Protocol, read-only by default with optional write/lifecycle/delete operations and approval workflows.

pgmcp

Enables safe, read-only querying of PostgreSQL databases with defense-in-depth protections including single-statement SELECT guard, row caps, and per-identity audit logging.

faucet-mcp

Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a personal hot wallet with per-call and 24h caps, plus TOTP approval for amounts over soft caps.

things-mcp

A CLI MCP server for Things 3, enabling programmatic access to todos and projects with filtering by due date.

Google Sheets MCP Server

Provides tools to read, write, append, and create Google Sheets via MCP, using OAuth2 authentication shared with gmail_mcp.

Substrate

A foundation layer for building production-grade Model Context Protocol (MCP) servers with base classes, documentation, and consistent implementation patterns.

trove-scot-mcp

MCP server for Scotland's historic environment, providing tools to search, filter, count, and locate heritage sites, listed buildings, scheduled monuments, and properties in care using Historic Environment Scotland's open ArcGIS API. Supports natural language queries for castles, monuments, archaeological sites, and more, returning locations, details, and trove.scot links.

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

coolify-mcp-server

MCP server for Coolify API integration, enabling management of applications, databases, services, servers, and deployments via Claude Code or any MCP-compatible client.

FastMCP OpenAPI

Dynamically generates MCP tools from OpenAPI specifications, enabling AI assistants to interact with any REST API through natural language. Supports multiple APIs with authentication, parameter validation, and integration with Claude Desktop and LangChain.

SINTEGRA: PR

Enables querying SINTEGRA Paraná state tax registration data through official sources. Provides a single read-only tool that works with any MCP client.

PicoScope MCP Server

Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal acquisition, measurement, and analysis. Supports device management, data capture, triggering, and signal generation through natural language commands.

vap-mcp-server

Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation

verimcp

A transparent MCP proxy that independently re-verifies tool-call claims instead of trusting them, paired with devmcp — the git/CI server it's proven against.

keboola-cli-mcp-server

A deterministic proxy for Keboola CLI operations with automatic git-to-Keboola branch mapping, enabling branch management, CLI command execution, and optional proxy to remote Keboola MCP tools with automatic branch injection.

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

WeatherTrax MCP Server

Provides real-time weather data and multi-day forecasts for any location worldwide.

GotFreeFax MCP Server

Enables AI agents to send free and paid faxes to US and Canada numbers, check fax status, and purchase prepaid credits, all without leaving the chat.