Discover Awesome MCP Servers

Argus

AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP tools for clicking, filling forms, and navigating. Automatically verifies that actions persist (fake deletes, failed edits). Runs 16 detection types including dead links, SEO, accessibility, and performance checks.

MCP Server for WinDbg Crash Analysis

Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.

gimp-mcp

Enables AI agents to control GIMP for image editing tasks such as opening, resizing, filtering, exporting, and batch processing images through Python-Fu scripting.

Lucid Observability Agent

MCP server for monitoring, diagnosing, and auto-correcting observability issues across platform services, integrating with Sentry and PostgreSQL for error tracking and billing pipeline health.

Unity Project Brain

Read-only MCP server that provides AI agents with context about Unity project relationships, including scenes, prefabs, scripts, GUIDs, and code impact analysis.

Onshape MCP Server

Enables programmatic CAD modeling with Onshape through document discovery, parametric sketching, feature management, and gear creation.

utmt-mcp

MCP server for reading and exporting GameMaker data files via UndertaleModCli. Enables entity listing, decompilation, and export through clean JSON output.

dockhand

An MCP server that gives LLMs direct control over a local Docker daemon, enabling container, image, volume, network, and Compose stack management through natural language.

Config Drift Guard MCP

A read-only MCP server for comparing environment configuration files, detecting drifts like added, removed, or secret-changed entries, while masking secrets and restricting file access to allowed directories.

github-pr-control-mcp

A production-ready MCP server for triaging and reviewing GitHub pull requests via the GitHub REST API, providing typed tools to list, inspect, comment, add labels, and submit reviews.

microbe-mcp

An MCP server that wraps R scripts for microbiome and amplicon (16S/ITS) analysis, providing tools for alpha/beta diversity, differential abundance, networks, and more, with PNG/PDF outputs.

ableton-live-mcp

Local MCP server for inspecting and controlling Ableton Live through a local HTTP bridge. Enables LLMs to perform production workflows like MIDI import, track editing, mixing, mastering, and export.

Help Scout MCP Server

Connects Claude and other AI assistants to Help Scout customer support data with advanced search capabilities, conversation analysis, and enterprise-grade security features including PII redaction.

HiveComputeGrid

Cross-pool compute auction grid with a 15-agent fleet that bids on compute from io.net, Akash, Render, and more. Verify compute with Groth16 proofs and settle in USDC.

Enrichment MCP Server

A Model Context Protocol server that performs third-party threat intelligence enrichment for various observables (IP addresses, domains, URLs, emails) using services like VirusTotal, Shodan, and AbuseIPDB.

MCP Google Tools Server

A full-featured Model Context Protocol server that gives AI assistants real-time access to Google Workspace services including Drive, Gmail, Calendar, Sheets, Docs, and Apps Script.

Fortgate MCP

Exposes Fortgate's reusable identity and KYC as tools for AI agents to initiate KYC flows, query status, and verify credentials without manual integration.

Provenance-Aware Retrieval MCP Server

Exposes a provenance-aware knowledge graph to AI agents over MCP, providing tools like get_fact and search_documents that return precise answers with source citations.

url-ai-mcp

Provides URL parsing and analysis tools, including component parsing, deterministic hash generation, heuristic safety checks, and metadata extraction, all without external HTTP requests.

徐铭古诗词 MCP

A Chinese classical poetry query service for MCP clients, deployed on Cloudflare Workers, enabling search, random selection, author/dynasty/type listing, and statistics across nearly 400,000 works from Tang, Song, Yuan, and more.

bogamatic-sac-mcp

Enables interaction with the Argentine judiciary system (SAC - Justicia Cordoba) via Claude Desktop, supporting case searches, notifications, and procedural deadlines.

Taksi MCP Server

A Model Context Protocol server for Turkish taxi services that enables fare estimation, ride booking, and real-time tracking across providers like BiTaksi, iTaksi, and Uber.

Payment Reconciliation Copilot

Enables read-only investigation of payment transactions by building normalized timelines, detecting anomalies like duplicate charges and stuck refunds, and creating diagnostic escalations for human review. Never executes or modifies payment actions.

HaloPSA MCP Tools

Model Context Protocol server for interacting with the HaloPSA API, enabling AI assistants like Claude to manage tickets, users, and assets in HaloPSA through natural language.

AgentScore MCP Server

Provides access to the AgentScore Registry on Base Sepolia to retrieve agent reputation scores, history, and registration details. It enables trustless querying of agent performance metrics through standard Model Context Protocol tools.

MCP SVG Converter

一个模型上下文协议服务器，提供将 SVG 代码转换为高质量 PNG 和 JPG 图像的工具，并具有详细的自定义选项。

CashChat MCP Server

Connects CashChat financial data to AI assistants, enabling users to manage transactions, view spending summaries, and track category breakdowns through natural language. It supports both local stdio and remote URL-based connections with secure OAuth 2.0 authentication.

orieg/gws-connector

Multi-account Google Workspace MCP server — Gmail, Calendar, and Drive with smart routing.