Discover Awesome MCP Servers

LLM API Benchmark MCP Server

Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

wikimedia-image-search-mcp

Enables AI assistants to search for images on Wikimedia Commons, returning structured metadata and a composite thumbnail grid for visual comparison.

Context7 MCP

Provides LLMs with up-to-date, version-specific documentation and code examples directly from library sources, eliminating outdated training data and hallucinated APIs by fetching current documentation at prompt time.

mcp-elicitation-proxy

Let existing MCP servers ask for missing required tool arguments through MCP elicitation, without changing the upstream server.

@event4u/agent-config

Universal AI Agent OS — governed skills, rules, and commands for AI coding assistants (Claude Code, Augment, Cursor, Copilot, Windsurf). Read-only MCP bridge serves prompts and resources from a release-pinned content bundle.

Example MCP Server

A Node.js and TypeScript implementation that provides system information and health check tools for Claude Desktop. It serves as a boilerplate for building and integrating custom tools using the Model Context Protocol.

whmcs-mcp-server

MCP server to help manage a WHMCS installation.

MCP Excel Online

MCP server that integrates with OneDrive and Excel Workbooks via Microsoft Graph API for creating and modifying worksheets.

ollama-websearch-mcp

Enables performing web searches and fetching web page content via Ollama's hosted APIs, providing search results and raw page data.

mcp-o11y

An MCP server that demonstrates comprehensive observability with Sentry, OpenTelemetry, and Braintrust, providing tools for file, data, and HTTP operations along with real-time status and configuration resources.

Neo4j MCP

Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

PiQrypt MCP Server

Enables AI agents to sign decisions with post-quantum cryptographic proofs and maintain secure audit trails for compliance. It provides tools for stamping events, verifying chain integrity, and exporting audit data across industries like finance and healthcare.

TRON Energy/Bandwidth MCP Server

TRON Energy & Bandwidth marketplace for AI agents — 27 MCP tools for buying/selling resources, DEX swaps, and automated energy management via Streamable HTTP.

instagram-mcp

An MCP server for the official Instagram Graph API, enabling read, publish, comment, and analytics across Instagram Business/Creator accounts.

Shortcut Universal MCP Server

Provides a standardized interface for interacting with Shortcut's tools and services through a unified API.

SEO Content Analysis MCP

Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Word documents, including keyword analysis, meta tag suggestions, readability scoring, and heading structure validation.

AI Content Moderation MCP Server

Enables content moderation by checking user input against OpenAI's moderation API via Google ADK, with dual SSE/STDIO transport support and integration with local LLMs.

Markitdown MCP Server

Converts documents (PDF, DOCX, images, etc.) to Markdown using Microsoft's Markitdown library, with no local setup required. Integrates with AI agents via MCP for seamless document conversion.

kernel-lore-mcp

MCP server enabling structured search and querying over Linux kernel mailing list archives (lore.kernel.org) for LLM-powered developer tools.

Lokalise MCP Tool

An MCP server that enables users to add translation keys to Lokalise projects using natural language through Cursor or standalone interfaces. It allows for the specification of project names, translation keys, default values, and target platforms.

Validator Ai MCP

An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

lunchmoney-mcp-server-oauth

Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabling Claude to access transactions, budgets, and more on mobile, web, and desktop.

color-convert-mcp

A Model Context Protocol server that provides color conversion between multiple color spaces including RGB, RGBA, HEX, HSL, OKLCH, LAB, and CMYK.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.

mcp-arcgis-orovalley

Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.

Fixzi MCP server

Monitor AI output schemas and API contracts for breaking changes — validate LLM JSON responses against defined schemas on a schedule

APK Security Guard MCP Suite

Provides a one-stop automated solution for Android APK security analysis by integrating tools like JEB, JADX, APKTOOL, FlowDroid, and MobSF into unified MCP standard API interfaces.

CISO Assistant MCP Server

MCP server providing 100% coverage of the CISO Assistant GRC REST API through action-routed tools for compliance, risk management, and other security domains.

codesearch

Full-text and structural code search for a large monorepo, exposing results as MCP tools so Claude can query the codebase directly without copy-pasting.

YouTube Skills for AI Agents

YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.