Discover Awesome MCP Servers

Brassiere Aesthetics MCP Server

MCP server implementing visual vocabulary and structural parameters for brassiere/lingerie design. Maps professional design taxonomy to image-generation-ready specifications with zero LLM cost for composition.

Weather MCP Server

Enables Claude to query real-time weather information for specified regions using the OpenWeatherMap API.

atlassian-mcp

MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage pages, issues, sprints, boards, and backlogs.

Coze MCP Server For OpenClaw

Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

Oktyv

An MCP server that enables AI agents to execute real-world actions through 10 specialized engines covering authenticated API calls, browser automation, visual QA, shell commands, file operations, job scraping, and parallel task execution.

wp-devdocs-mcp

An MCP server that indexes WordPress hooks, filters, block registrations, and JS API calls to provide AI assistants with a verified source-code database. It enables models to search, validate, and retrieve code context for WordPress and its plugins to eliminate hook-name hallucinations.

302AI Web Search MCP

Enables web search functionality via the 302AI API.

Grumpy Senior Developer MCP

An MCP server that reviews code with the sarcastic and cynical tone of a grumpy senior developer, helping identify issues in PRs and providing feedback on code quality.

mcp-arcgis-roundrock

Enables searching and querying open geospatial datasets from the City of Round Rock, Texas (ArcGIS), including parcels, zoning, and public works data.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for cluster management, SQL execution, and job operations via the Databricks SDK.

XrayDB MCP Server

Prototype of a Model Context Protocol (MCP) server that provides access to X-ray properties of elements via the XrayDB library.

octane-mcp

A local MCP server that lets Hermes Agent use Octane X as a shared visual canvas for geometry, data, math, and concept visualization.

Gmail MCP Server

Enables AI agents to search, read, send, and organize Gmail emails via MCP protocol.

Ghidra MCP Server

Bridges Ghidra's reverse engineering capabilities with AI tools through 179 specialized tools for automated binary analysis and documentation. It supports full read/write access for function decompilation, renaming, and cross-binary documentation transfer in both GUI and headless modes.

Travala Travel MCP

Travala Travel MCP is the first end-to-end agentic AI travel protocol. It lets AI/ MCP clients search live hotel inventory on 2.2M+ properties, compare room packages and complete bookings, with payment settled on-chain in USDC on the Base network via x402 protocol. OAuth-secured; booking & cancellation are identity- & OTP-protected. Developers earn rewards on bookings driven through their agents.

Brewman MCP Server

Wraps the Brewman Web (V7) API to read and write Brewman data (orders, outlets, stock, config) via tools, with the API token stored securely as an environment variable.

algoglide

MCP server for AI coding editors — deploy and manage prediction-market trading agents directly from your editor.

Fast Context MCP

Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-grep protocol to query local codebases with natural language. It executes local search tools like ripgrep and tree-node-cli to return relevant file paths and line ranges to MCP-compatible clients.

bvbrc-mcp-server

MCP server for querying BV-BRC biological data, submitting analysis jobs (assembly, annotation, BLAST, etc.), and managing workspace files via natural language.

fal

MCP server for interacting with fal.ai models and services. Uses the latest streaming MCP support.

LSP-MCP

Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing tools for diagnostics, call hierarchy, and type hierarchy.

Tripwire

A local MCP server that auto-injects relevant context into file reads when an agent accesses specified paths, ensuring agents have necessary knowledge before interacting with code.

MCP Server Demo

A demonstration project showing how to set up and use a custom MCP server with Claude Desktop, providing example tools and resources.

mcp-semantic-search

Indexes codebases using semantic embeddings for natural language search, enabling developers to find code with queries like 'how does authentication work'.

LacyLights MCP Server

Provides AI-powered theatrical lighting design capabilities for the LacyLights system, allowing users to generate lighting scenes, analyze scripts, manage cues, and optimize lighting effects based on artistic intent.

DateTime PDT

Provides the current date and time in Pacific Daylight Time (PDT) via a remote Model Context Protocol server using Streamable HTTP transport. Requires no authentication and supports easy integration with Claude Code, Claude Desktop, and other MCP clients.

linux-computer-use

Enables AI agents to control Linux/X11 desktops by providing tools for taking screenshots, clicking, typing, and managing windows via AT-SPI and xdotool.

MCP Platform

High-performance Model Context Protocol server supporting multiple LLM providers (OpenRouter, OpenAI, Groq) with WebSocket API and conversation history persistence.

notebooklm-mcp

Chat with Google NotebookLM via MCP or HTTP REST API for zero-hallucination answers from your documentation. Features persistent sessions, multi-notebook management, and n8n workflow integration.

Personal Notes Assistant

MCP server that indexes your Obsidian notes into a Milvus vector database and enables querying them via a local or OpenAI LLM, with real-time synchronization.