Discover Awesome MCP Servers

Takos Office

Self-hosted productivity suite with document, slide, and spreadsheet editors, all accessible via a single MCP endpoint for agent-native interaction.

labor-market-mcp-server

Provides access to worldwide labor market data including unemployment, wages, and employment statistics from BLS (US) and Eurostat (EU). Offers tools for comparing countries and sectors, and retrieving occupation outlooks.

mfa-servicenow-mcp

An MCP server for ServiceNow that supports multi-factor authentication via real browser (Playwright) and provides tools for reading, writing, and managing ServiceNow artifacts with safety guards.

Lead Gen MCP Server

A free MCP server that runs a full B2B outbound pipeline inside a Claude conversation, enabling lead scraping, Google Sheets integration, and Instantly campaign creation.

Jokes MCP Server

An MCP server template that provides humor-related tools, specifically fetching Chuck Norris jokes, to demonstrate integration with Microsoft Copilot Studio and GitHub Copilot. It enables developers to deploy and connect standardized AI tools using the Model Context Protocol via HTTP or Server-Sent Events.

cre-fred-mcp

Enables pulling live Federal Reserve economic data (SOFR, Treasury yields, Fed funds rate, mortgage rates, CPI, PCE) for CRE capital markets analysis through an MCP client.

Summit MCP server

Brings Summit's CRO audit insights into coding agents, enabling them to fetch audits, implement fixes, and manage A/B experiments directly from the editor.

small-mcp

A minimal FastMCP server in Python demonstrating all four MCP primitives with tools for arithmetic, word counting, time, and logging, resources for server info and code snippets, and prompts for summarization and code review.

@juicedresume/mcp

MCP server to score, tailor, and edit resumes on JuicedResume from any MCP client.

Wireshark MCP Server

An MCP server that leverages Wireshark/Tshark for real-time and offline network traffic analysis, enabling AI assistants to capture, parse, and detect threats with automated scanning and threat intelligence.

Revolut MCP

Bridges AI assistants with the Revolut Business API to enable banking operations such as listing accounts, checking balances, viewing transactions, managing counterparties, and initiating transfers through natural language.

paper-mcp

A local MCP server for searching and reading arXiv papers, enabling paper search, retrieval, and summarization through Claude.

Gmail MCP Server

这个仓库展示了如何使用 MCP 将 Gmail 帐户连接到 LLM。

Commerce Layer Metrics MCP Server

Enables AI agents to query commerce metrics data such as orders, carts, and returns via breakdowns, stats, and searches through the Commerce Layer Metrics API.

Pine Script v6 MCP Server

Provides accurate Pine Script v6 coding assistance through search, completion, and reference lookup tools using a comprehensive Japanese manual database. Enables developers to quickly find functions, constants, annotations, and API specifications for TradingView Pine Script development.

Smart Cities MCP Server

Enables AI agents to interact with IoT device data from a smart city, including public lighting, water, and gas meters. Supports querying and management via the Model Context Protocol.

code-analysis-context-python-mcp

A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

ProfitPilot MCP Server

A multi-agent business intelligence server for E-commerce that leverages the QUORUM framework with nine specialized agents for data analysis, financial modeling, and strategic decision-making, supporting both HTTP and chain-of-thought reasoning modes.

RAGStack-Lambda

Serverless document and media processing with AI chat. Upload documents, images, video, and audio — extract text with OCR or transcription — query using Amazon Bedrock.

ClickHouse Trace-Activity MCP Server

Tracks a user's activity by trace ID from application logs stored in ClickHouse. Provides tools for log timeline, trace summaries, and search across services.

OpenSIPS MCP Server

AI-powered control plane for OpenSIPS SIP servers, enabling natural-language operations and CLI-based management for configuration, migration, monitoring, and diagnostics.

steam-mcp

Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, and Gemini CLI, enabling profile lookups, game searches, achievement tracking, and more.

Backlinks MCP

A MCP server for retrieving backlink information for any domain(SEO).

sc-mcp

A read-only MCP server that wraps the Scalable Capital CLI to expose broker data (portfolio, holdings, transactions, analytics, quotes, news) to any MCP-capable client.

MCP Codebase Mentor

An MCP server that acts as an AI mentor for any codebase using dual-layer indexing, enabling codebase initialization, tutorial generation, and semantic search.

Trackings MCP Server

Integrates Claude Desktop with trackings.ai to manage projects, configure keyword scans, and trigger run executions. It allows users to retrieve consolidated keyword results and monitor credit balances through natural language commands.

octave-mcp

MCP server for deterministic document infrastructure, enabling canonical normalization, schema validation, and grammar compilation for structured AI artifacts.

CallRail MCP

CallRail REST API v3 integration with 49 tools — calls, form submissions, transcripts, full CRUD on tags/trackers/companies/users/notifications, plus agency-specific aggregation tools (usage_summary, compare_periods, bulk_update_calls, spam_detector, call_eligibility_check).

UOFastMCP

Enables interaction with U2 UniData/UniVerse databases through MCP tools for file, record, dictionary, and BP program operations, with built-in admin UI, JWT authentication, RBAC, and audit logging.