Discover Awesome MCP Servers

productive-mcp

An MCP server for Productive.io that enables users to log time, inspect projects, and manage time entries using natural language commands. It features fuzzy project matching, local caching, and remembers default services per project for streamlined time tracking.

SecDim MCP Server

Provides personalized developer security training by searching secure coding labs and courses, and generating learning pathways based on user profiles.

deepl-i18n

MCP server for translating JSON localization files via DeepL API or local LLMs, enabling agents to estimate, check, and run translations.

Video MCP Server

A Model Context Protocol server that provides video processing capabilities including format conversion, metadata extraction, and batch processing with configurable quality settings.

Context+

Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.

Security Controls MCP Server

Enables searching and bidirectional mapping of 1,451 security controls across 262 SCF-mapped frameworks, including ISO 27001, NIST CSF, DORA, and many others, through natural language queries.

Acmezone Data MCP

Read-only MCP server for internal Amazon business data, exposing 19 tools to query sales, inventory, and financial metrics.

MCP HydroCoder Vision

A local vision-language MCP server that enables Claude Code to perform image analysis, OCR, and UI-to-code generation using the Qwen3 VL 4B model via LM Studio. It provides privacy-focused visual processing by running entirely on the user's local hardware without external API dependencies.

RegexForge

RegexForge gives AI agents a reliable way to get a regex without asking an LLM to hallucinate one. Pass in labeled examples (strings that should match, strings that shouldn't) plus an optional description; get back the regex, a proof matrix showing it handles every example, and a backtracking-risk audit flagging catastrophic-backtracking patterns. Pure symbolic synthesis over a template bank with

Cerebras Multi-Model MCP Server

Use multiple Cerebras models from Claude Desktop & Claude Code with automatic model selection.

codex-upwork-mcp-bridge

Enables Upwork's MCP server to work with OpenAI Codex and ChatGPT by normalizing protocol incompatibilities, allowing their tools to be listed and used.

GitHub MCP Server

MCP server that enables AI agents to perform GitHub operations like creating repositories, issues, and commits through natural language.

MCP LLM Server

Enables interaction with Claude and Gemini command-line tools through the MCP protocol, allowing users to send prompts to either or both LLMs and receive responses.

Desktop Window Screenshot MCP

Enables taking screenshots of the entire desktop or specific windows, with automatic clipboard integration and support for Windows, macOS, and Linux.

keqing-kb

MCP server for querying the Keqing customer service knowledge base, enabling AI agents to search structured knowledge entries and retrieve authoritative, citable answers.

agentinbox-mcp

Enables AI agents to manage a customer-support inbox with guardrails, including replying safely, handling escalations, and leveraging upsell opportunities for e-commerce stores.

Andiora Developer MCP

Enables developers to read project context, create documentation drafts, update reports, and retrieve tenant-scoped metrics through the Andiora platform APIs.

Cocos Creator MCP Server Plugin

A comprehensive plugin that enables AI assistants to interact with the Cocos Creator editor through the Model Context Protocol, providing 80 tools across 9 categories for nearly complete editor control.

markdown-vault-mcp

A generic Markdown vault MCP server with FTS5 full-text search, semantic vector search, frontmatter-aware indexing, incremental reindexing, and non-markdown attachment support that exposes search, read, write, and edit tools.

Win MCP Server

Enables AI agents to securely manage and execute commands on remote Windows servers via WinRM, including PowerShell execution, system information retrieval, and service management.

bfl-flux-mcp

Minimal Python MCP server for Black Forest Labs Flux image generation API, providing tools for text-to-image, editing, expansion, variations, and credit checking.

tokenizer-mcp

An MCP server for counting tokens in text or files using model-specific tokenizers, and reporting file metrics like lines, characters, and size.

findme-mcp

Enables AI clients to create and manage FindMe Photo wedding galleries, upload photos from local files or URLs, and retrieve analytics and QR codes using natural language.

YouGile Secure MCP

Provides read-only access to YouGile project management data including tasks, boards, columns, and users via the YouGile API v2.

comfyui-mcp

MCP server that lets AI agents drive a remote ComfyUI instance end-to-end, including queueing workflows, viewing outputs, downloading models, and authoring graphs via ComfyScript.

soapstone

Context-anchored gotcha notes for LLM agents that surface warnings at the point of relevance, and allows leaving new notes via MCP tools.

Tree-Hugger-JS MCP Server

Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.

metricui

MCP server for MetricUI — a React dashboard component library. Provides AI coding tools with full API references, working examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.

fastcar-vision

Provides vision understanding capabilities such as image analysis, OCR, object localization, and video frame analysis, plus optional image generation and editing, to coding agents via OpenAI-compatible multimodal models. Runs as a local MCP server with HTTP and stdio transports, configurable for clients like Codex, Claude Code, Kimi, and Cursor.

GitHub Explorer MCP

A TypeScript implementation of an MCP server that provides GitHub repository information including file content, directory structure, and other metadata for MCP clients.