Discover Awesome MCP Servers

GameWright MCP for Unity

Enables AI assistants to build and manage Unity projects directly through the Unity Editor, providing 150+ tools for scene creation, script generation, play mode control, input simulation, and performance analysis.

Agentic Log Search Platform

Enables ingestion and full-text search of Windows application logs via MCP tools. Supports dual-backend indexing with Elasticsearch and SQLite for fast retrieval.

Sponsorbook MCP

Enables AI agents to research YouTube sponsors, inspect brands and their video evidence, explore overlapping creators and similar brands, manage research lists, and work with verified contacts.

pageindex-mcp

Self-hosted MCP server for Claude Code that implements PageIndex vectorless RAG locally, enabling indexing, navigation, and content extraction of PDF documents without LLM calls during search.

DeepVLab Analytics MCP Server

Enables querying DeepVLab account statistics and model usage analytics, including login, user profile, usage analytics, and cost calculation.

WSB Analyst MCP Server

A Model Context Protocol server that enables LLM clients to fetch, analyze, and extract insights from real-time WallStreetBets posts, comments, and shared links for market analysis.

GripForge MCP

MCP server for attaching weapons and props to rigged characters via the GripForge API, supporting multiple styles and output formats for game engines.

trace32-mcp

AI-driven interface for Lauterbach TRACE32 PowerView debugging, inspection, and scripting via remote API.

shelfwatch

Enables automated weekly meal planning and grocery price comparison across Swedish supermarkets through a Claude/GPT interface.

ContextFS

MCP server for OpenCode that manages context with structured injection, progressive retrieval, and layered storage to keep Agent stable and traceable.

Atlassian Confluence MCP Server

Mirror of

Git MCP Server

A secure and scalable Git MCP server giving AI agents powerful version control for local and (soon) serverless environments.

Search Service

The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.

opencode-cc-tool

Enables Claude Code to dispatch opencode CLI tasks as background processes with immediate task handle return, status polling, and result retrieval, avoiding tmux and log parsing issues.

php-container-test-mcp

An MCP server that lets AI agents run PHP unit and integration tests inside Docker containers without local PHP or Composer.

DNDzgz MCP Server

An MCP server that provides real-time information about the Zaragoza tram system, including arrival estimations and station details through the DNDzgz API.

fitnesse-mcp

An MCP server that exposes FitNesse's REST responders as tools, enabling reading wiki pages, running tests and suites, managing the files section, and inspecting test history on a FitNesse instance.

calendar-mcp

Provider-agnostic CalDAV calendar MCP server that connects any CalDAV calendar to AI assistants, enabling calendar operations like listing, creating, updating, and deleting events.

mcp-zephyr-scale

MCP server for Zephyr Scale test management tool, enabling test case, test plan, test cycle, and test execution management.

gpu-broker-mcp

Enables AI agents to discover, reserve, and dispatch inference to GPU nodes via MCP tools, using signed handles for stateless reservation management.

SEO Authority MCP

Provides AI agents with typed SEO tools for domain authority, keyword opportunities, competitor gap analysis, content briefs, site audits, and internal links, backed by Common Crawl graph data and optional x402 payment settlement.

py-ast-mcp

Provides deep structural analysis of Python source code via AST, including function signatures, call graphs, cyclomatic complexity, code smells, dead code detection, and protocol conformance.

mcp-for-money-money

A small MCP server that wraps MoneyMoney on macOS via AppleScript, exporting account lists and transactions (bookingDate, amount, name, purpose) as plists for invoice reconciliation, complementing a companion Apple Mail server.

MeSH MCP

Connects Claude to the U.S. National Library of Medicine MeSH APIs to search and retrieve medical authority data, descriptors, and qualifiers. It enables library and metadata staff to perform subject analysis and confirm terminology within an AI-assisted cataloging workflow.

verbatim-mcp

Search academic papers and ask research questions with verbatim, cited answers from document collections like the ACL Anthology.

Twitter/X MCP Server

Enables AI agents to interact with Twitter/X through Playwright browser automation without requiring an official API key. It provides tools for posting content, searching tweets, reading feeds, and managing social interactions like follows and likes.

MCP Health Server

Integrity monitor for MCP server ecosystems, providing real-time health checks, drift detection, and cascade impact analysis for any AI agent.

InvokeAI MCP Server

A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code, enabling AI-powered image generation, transformation, and upscaling directly from your AI assistant.

easyeda-mcp-fix

A bug-fix fork of the EasyEDA Pro MCP bridge that resolves six upstream bugs including silent BOM wipes, dead copper to SMD pads, and five-minute netlist hangs, hardened on a real board taken to fab.

filesystem-mcp

A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes via URIs and tools.