Discover Awesome MCP Servers

claude-openai-image-mcp

A security-first MCP server that generates images via OpenAI's image model (gpt-image-2) and returns them as MCP image content, usable from Claude Code, Claude Desktop, and other stdio MCP clients.

VaultForge

An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-ranked search, vault theme mapping, and 27 tools for managing notes, files, and links.

cortex-cloud-docs-mcp-server

MCP server for asking questions about Cortex Cloud documentation

edict-lang

Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop.

custom-browser-mcp

MCP server that extracts accessibility tree, design tokens, screenshots, Claude DSL, and Figma JSON from any URL using a persistent Chromium browser with zero LLM cost.

Recruitment AI MCP

This MCP server provides hiring automation tools for recruitment processes. It enables users to generate job descriptions, score CVs, create interview questions, benchmark salaries, and draft offer letters through natural language interactions.

Rosbridge MCP Server

A Model Context Protocol server that provides tools to publish messages to ROS topics via rosbridge WebSocket, enabling integration between language models and ROS-based robotics systems.

Red Hat Security Data API MCP Server

Enables querying Red Hat security data including CSAF advisories, CVEs, and OVAL streams through natural language.

tradingview-mcp-india

Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including top gainers, technical analysis, and backtesting tools.

mcp_query_table

A MCP server that queries financial website tables using Playwright, enabling automated data retrieval from sources like Tonghuashun and East Money, and exposing the results via MCP tools.

indian-stock-market-mcp

MCP server providing real-time Indian stock market data through 15 tools, including stock details, historical data, market overview, and news. Works with Claude Desktop, Claude Code, Cursor, Windsurf, and other MCP clients using an API key from IndianAPI.in.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables easy deployment and connection to MCP clients like Claude Desktop or Cloudflare AI Playground via Server-Sent Events.

Figma Context MCP

A Model Context Protocol (MCP) server that enhances Figma design integration by adding element position information to API responses, enabling AI assistants to better understand spatial relationships and convert designs to code more accurately.

Rapid URL Indexer MCP Server

Enables submitting URLs to the Rapid URL Indexer API, tracking submissions across projects, and auto-detecting new pages from sitemaps.

tailwindcss-mcp-server

A comprehensive MCP server providing TailwindCSS utilities, documentation, conversion tools, and template generation to assist AI in TailwindCSS development.

Data Documentation Checker

Extracts and validates data documentation to ensure consistent understanding of field meanings, types, and constraints. Exposes tools for extracting data dictionaries, checking documentation clarity, and comparing schema versions.

MCP Novel Assistant

A novel management tool that uses SQLite database to store and manage novel information including chapters, characters, and plot outlines. Provides database operations and SQL query capabilities for writers to organize their creative work through natural language.

mcp-mastodon

Provides access to public Mastodon data including trending posts, account profiles, and public timeline via mastodon.social without authentication.

MCP Help Scout

A comprehensive MCP server that provides full access to Help Scout's Docs and Inbox APIs. It enables users to manage knowledge base articles, collections, and sites while also handling customer conversations, threads, and mailbox operations.

MCPServerDemo

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

PDF Agent MCP

Enables AI agents to efficiently process large local and online PDFs through selective extraction of text, images, and metadata. It provides tools for content search and document outline navigation to optimize context window usage.

ProbeOps MCP Server

MCP server for running infrastructure diagnostics from 6 global regions. It provides tools like SSL checks, DNS lookups, ping, whois, port checks, traceroute, latency tests, and more, with a free demo mode (10 calls/day) and no API key required.

git-steer

An autonomous GitHub management engine that enables control over repositories, branches, security alerts, and Actions workflows through natural language. It utilizes a zero-local-footprint architecture by storing all configuration and audit logs within a private state repository on GitHub.

sdm-mcp

MCP server to remotely control Siglent SDM3000 series digital multimeters via TCP/IP SCPI protocol, enabling measurement, configuration, and data acquisition.

Vybog MCP Server

MCP server for the Fund Tracking System, enabling agents to manage lending business data such as entities, borrowers, investors, deals, and referrals with full CRUD and bulk operations.

dejank

An MCP server that gives AI agents hands-on control of a live React Native app, enabling UI taps, screenshots, UI/component trees, native logs, and JS/React profiling to debug, verify fixes, and diagnose performance issues.

unifi-network-mcp

MCP server providing typed, safety-gated access to UniFi Network consoles via the official API, enabling management of devices, clients, networks, WiFi, firewall policies, and more.

sheets-mcp

Enables Claude Desktop to read, write, and manage Google Sheets through natural language conversation using the Model Context Protocol.

Frontend Review MCP

An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.

Motion MCP Server

Bridges Motion's API with LLMs via the Model Context Protocol, enabling natural language task, project, and schedule management.