Discover Awesome MCP Servers

google-alerts-mcp

A Google Alerts MCP server that fetches news articles by simulating browser workflows with dynamic state extraction to avoid detection.

Message Control Protocol (MCP) Server

A REST API server implementation for message handling with Oracle Database integration via ODBC, offering endpoints for creating and retrieving messages with comprehensive error handling.

prereason-mcp

Pre-reasoned Bitcoin and macro market briefings with trend signals, confidence scores, and regime classification. 17 briefings covering BTC, Fed balance sheet, M2, Treasury yields, and cross-asset correlations.

VisualizeBetter

An MCP-native workspace where AI pushes discoveries into a live GPU-rendered graph, preserving project structure and findings across sessions.

Appium MCP Server

Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.

sharp-on-fhir-mcp

A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents to interact with any FHIR R4 endpoint using SHARP context headers, without server-side OAuth. It provides clinical tools, lab results, imaging, and interactive MCP-UI dashboards.

tbcontracts-mcp

MCP server for priority-weighted token budget management in multi-agent LLM systems, enabling dynamic reallocation of unused tokens between agents based on priority and current spend.

Flyto Core

Deterministic execution engine for AI agents. 412 modules across 78 categories including browser automation, file I/O, Docker, data parsing, crypto, and scheduling. Supports STDIO and Streamable HTTP transport with execution trace, evidence snapshots, and replay from any step.

test-mcp

A minimal test MCP server built with TypeScript, demonstrating basic Model Context Protocol capabilities like tools, resources, and prompts.

Ouroboros

Local-first Agent OS that wraps Claude Code, Codex CLI, and other coding agents in a replayable Seed → Ledger → Runtime contract, driven by an interview → seed → execute → evaluate → evolve workflow loop.

Citlyze

Read-only access to your Citlyze AI search visibility workspace: visibility scores, tracked prompts, citations, competitor comparison, recommendations, and AI crawler analytics.

Crash MCP Server

Enables AI assistants to analyze Linux system crash dumps by automatically discovering dump files, matching kernels, and executing interactive crash analysis commands through the MCP protocol.

SAP SuccessFactors MCP Server by CData

SAP SuccessFactors MCP Server by CData

youtube-mcp

Enables YouTube search, video details, channels, playlists, and comments scraping via MCP, no API key required.

beliq-mcp

Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) against authority-pinned rules and explains failures.

Agent Cardroom

Enables users to play virtual-chip poker games like Texas Hold'em and Zha Jin Hua against bot opponents within Codex, with interactive UI or text commands.

Sentry

Enables interaction with Sentry's error tracking and monitoring tools through a unified API, allowing natural language access to Sentry services.

Nouva MCP Server

Centralized repository for modular, portable skills and memory, enabling AI agents and IDEs to access personalized tools and memory via stdio or SSE transport.

CORS Doctor MCP Server

Enables CORS diagnostics with a free local tier and a premium server-side tier gated by payment.

SEO Audit MCP Server

Provides comprehensive technical SEO auditing tools including page analysis, site crawling, Lighthouse performance testing, and sitemap analysis, with specialized features for job board websites like JobPosting schema validation.

AI-Canvas MCP Server

Enables AI assistants to inspect, modify, export, and validate design documents with 47 tools covering design, code generation, branding, and print/mockup workflows.

airly

Enables natural language interaction with air quality data from Airly, including real-time measurements, nearby stations, and forecasts.

mcp-instana

Enables seamless interaction with the IBM Instana observability platform, allowing access to real-time observability data directly within development workflows.

mcp-football-data

Access football (soccer) data including competitions, matches, standings, and team details via the Football-Data.org API.

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch operations.

mcp-chargebee

Enables querying Chargebee subscriptions and customer data through natural language, supporting subscription details, customer lists, and customer profiles.

NormSync

Pre-commit norm gate for AI-generated PRs — enforces coding and contribution norms, blocking violations before they land.

db-mcp

db-mcp enables read-only access to multiple MariaDB/MySQL databases through a single MCP server, with schema allowlisting, safety checks, and automatic SSH tunnels.

beerman

MCP server for long-term project memory management, allowing AI agents to store and semantically search project milestones, decisions, and architecture specs via Supermemory vector store.

FlightPlan

YOUR AGENTS COLLIDE. File a FlightPlan. Run multiple coding agents without them stepping on each other. FlightPlan gives each agent the same preflight picture, lets them coordinate while plans are still cheap to change, and leaves behind what changed and why for whichever agent comes next. Across sessions. Across people. Across providers. Across time. One shared picture.