Discover Awesome MCP Servers

MCP Web Server

A local MCP server providing free network access capabilities including HTTP requests, web search, webpage content extraction, and optional screenshots, designed for integration with Claude Desktop or Claude Code.

mcp-adr

Enables AI assistants to create, manage, diagram, and export Architecture Decision Records (ADRs) directly from conversation.

Cronhaus Inbox MCP Server

Enables AI-powered invoice analysis and reasoning: given invoice fields, it detects missing data, inconsistencies, duplicates, and proposes actions (register, request data, mark duplicate, review) using deterministic rules.

condosplit

MCP server for Claude Code that automates condominium expense splitting, schema visualization, and payment history management through natural language.

Selenium MCP Server

MCP server for crawling and extracting data from web pages using Selenium with CSS/XPath selectors. Supports 17 tools including smart extraction, pagination, infinite scroll, and screenshots.

MCP Server Demo

A Model Context Protocol server implementation that can be run directly or through Docker, enabling AI assistants to interact with external systems through the MCP standard.

Mangools MCP

Standalone MCP server for the Mangools API with 82 tools covering keyword research, SERP analysis, rank tracking, backlinks, competitor research, and AI search visibility. Enables natural language interaction with Mangools SEO capabilities.

kmcp

🚀 A MCP server for Kubernetes.

email-mcp

Enables AI agents and Telegram bots to read and send Gmail messages via MCP with OAuth authentication.

omniplan-mcp

Enables natural language control of OmniPlan 4 on macOS, allowing creation and manipulation of tasks, resources, dependencies, and project metadata through MCP-compatible agents.

Invariance MCP

Connects AI assistants to the Invariance observability platform, enabling natural language queries of traces, monitors, and signals to investigate issues and analyze agent behavior. Supports debugging, monitoring, and evaluation dataset management through Claude Desktop, Cursor, and Claude Code.

GDELT MCP

A remote, read-only MCP server for global media intelligence using GDELT DOC 2.0 API, enabling search and analysis of multilingual news coverage, tone, and attention trends.

Agent Identity MCP Server

MCP Server for AI agent identity and authorization. Create, verify, and manage agent identities with trust scores and scoped authorization tokens.

DETRAN BA: Débitos

Enables querying DETRAN BA vehicle debts from an official source. It is a read-only MCP server with a single tool for consulting debts.

SSH MCP Server

Enables remote server management through SSH and SFTP, supporting command execution, file transfers, and interactive shell sessions. It allows for multiple concurrent connections using either password or SSH key authentication.

uktrains

MCP server for UK train journeys that resolves station names, builds journey intents, and generates pre-filled booking links, with optional fare-aware ranking.

teamspend

Compares AI coding tool spend before and after a migration -- Cursor, Claude Code, GitHub Copilot, OpenCode, Codex CLI -- via an MCP server, real numbers from each vendor's own API or local logs.

mcp-cybersec-server

MCP server that supports cybersecurity operations by providing CVE lookup, risk summarization, and playbook resources through CIRCL Vulnerability-Lookup API.

Colors MCP Server

A simple color utility MCP server for frontend developers. Convert, mix, adjust, and analyze colors right from your AI agents.

paid-media-mcp

A platform-agnostic MCP server that connects Claude to campaign data, institutional knowledge, and historical performance for paid media teams, enabling automated analysis, reporting, and debugging.

MCP - Model Context Protocol

A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.

ophelia-execution-verifier

MCP server that verifies restaurant booking outcomes by reconciling API claims against independent re-reads, with a recovery dial for stakes-based retry policies.

MCP Log Analyzer

Analyzes log files using AI-powered tools to detect errors, patterns, and anomalies through natural language queries in Cursor IDE.

Colber MCP Server

Exposes Colber's five integrated services (Reputation, Memory, Observability, Negotiation, Insurance) as 27 MCP tools for AI agents, enabling trust, coordination, and continuity.

Product Memory

Provides a memory server for coding agents over MCP, capturing and retrieving the meaning and rationale behind code decisions down to the function level. It enables agents to search product memory, get task context, and propose new memories to avoid re-deriving or re-breaking past decisions.

nUniversal-Robots-MCP

Universal-Robots MCP-Server

Docalyze

An MCP server that lets AI assistants read and visually analyze local documents — PDFs, Excel spreadsheets, CSV files, Word documents, PowerPoint presentations, and images.

ModelRisk MCP

Enables Monte Carlo risk modeling in Excel via conversation, including model building, fitting, simulation, and audit.

Light: Download via CEP + OCR

MCP server for consulting and downloading Light utility bills using CEP and OCR from official sources. Offers a single read-only tool with pre-paid pricing, hosted on api.mcp.ai.

bilibili MCP Server

Enables searching and retrieving Bilibili user information and videos via the Bilibili API.