Discover Awesome MCP Servers

MCP Prompt Optimizer

Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.

GymCam Analytics

Enables AI agents to query gym analytics—class attendance, trainer performance, and revenue insights—from existing CCTV camera feeds without new hardware.

zimbra-mcp

MCP server for reading and sending emails via IMAP and SMTP, designed for Zimbra and any standard mail host.

mysql-mcp

An MCP server that enables secure, read-only access to MySQL databases with structured query tools, and optional opt-in write operations when explicitly enabled.

voyager-net

Voyager-net is a read-only, authorized network auditing MCP server that scans a single host or domain for DNS, port, TLS, and HTTP hygiene issues, returning findings with severity and suggested fixes. It enables AI agents to audit infrastructure safely without mutation, requiring explicit authorization.

nexus-mcp

A local MCP server for Nexus Mods mod discovery and research, backed by the v2 GraphQL API, enabling search of games, mods, collections, and users.

NiftyPM MCP Server

A Model Context Protocol server that exposes the NiftyPM project management API as a set of 117 tools for AI assistants, covering projects, tasks, documents, webhooks, and more.

MCP Weather Server

A demonstration MCP server created for learning purposes, allowing Claude AI to interact with local files and a Postgres database while implementing a custom Model Context Protocol.

tavily-mcp

Enables AI assistants to perform real-time web searches, extract data from web pages, map website structures, and crawl websites using the Tavily API.

MIDL MCP Server

Enables AI assistants to interact with the MIDL blockchain, supporting smart contract deployment, balance queries, asset bridging, Bitcoin Rune management, and more through natural language.

dalicore-mcp-client

Streamlined MCP server with 8 essential tools for file operations, code editing, and command execution, covering 97.5% of actual workflow with minimal overhead.

JupyterMCP

A Model Control Protocol (MCP) server that enables remote programmatic control of Jupyter notebooks, allowing AI assistants and applications to create, edit, and execute notebook cells via SSE protocol.

Ink/Stitch MCP Bridge

Enables AI assistants to convert SVG designs into machine-embroidery files (DST, PES, etc.) without Inkscape, and provides tools for lettering, validation, and previews.

Docker MCP

Enables Docker container management directly through Claude using the Model Context Protocol. Provides 14 tools for managing containers, images, volumes, and Docker Compose deployments through natural language commands.

ClawQL

An MCP server for API discovery and execution with a token-efficient search -> execute workflow over OpenAPI, Google Discovery, and optional native GraphQL and gRPC sources.

planka-mcp

Enables Claude Code to control a Planka 2.x board via 15 MCP tools, with writes re-read and verified so reported success matches the board, plus an optional workflow that turns the board into durable agent memory.

competitor_analyzer-mcp-server

Enables competitive analysis by validating companies, identifying sectors and top competitors, and generating comparative reports with actionable insights.

Jokes By Api Ninjas

Enables users to fetch random jokes from the API Ninjas Jokes API. Supports retrieving 1-30 jokes per request through a simple interface.

NanoKVM PicoClaw MCP

Enables managing NanoKVM devices via PicoClaw MCP, including status checks, reboots, and macOS recovery key operations, with secure SSH-based relay.

@zhangzwd/mcp-gateway

A lightweight MCP gateway that aggregates multiple MCP services into a unified stdio interface, automatically prefixing tool names with the service name to avoid conflicts.

Spendict

A performance marketer's verdict for AI agents — four tools that return a deterministic run / fix_first / kill call on ad creative, campaign structure, targeting, and live performance, so your agent only ships ads worth the spend.

Salesforce CLI MCP Server

Enables AI assistants to interact with Salesforce orgs through natural language commands, supporting org management, SOQL queries, metadata operations, testing, and more.

Elite Reasoning MCP

A 66-tool reasoning pipeline that intercepts prompts to classify intent, check past mistakes, and generate execution plans, enabling any LLM to think harder and avoid repeating errors.

Remote MCP AuthKit

Enables remote MCP client connections with WorkOS AuthKit authentication and organization-based permission control. Demonstrates how to gate tool access based on user permissions, including features like image generation behind specific authorization checks.

fallestateonboard-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources for foldkit, enabling state folding, band classification, and operation application.

wredis-mcp

MCP server enabling AI agents to design and deploy WRedis/Redis-backed services using expert patterns, architecture scaffolding, and a unified CLI.

mcp-read-only-grafana

A secure MCP server for Grafana that provides read-only access by default, with a separate write-capable command for mutations.

MCP Weather Server — Demo

Demo MCP server that provides weather data for cities, with tools to get weather and list available cities.

vaults-diagram-tools

MCP server for rendering Mermaid diagrams and generating source-code diagrams, with tools to render text/files and produce dependency/class diagrams.

mcp-server-tron

A comprehensive MCP server that enables AI agents to interact with the TRON blockchain, including tools for blockchain data, token transfers, smart contracts, staking, and wallet management.