Discover Awesome MCP Servers

Insperity MCP Server

Enables interaction with Insperity's REST API to access employee data, including employee lists, check details, and profile information for HR management tasks.

Papers with Code MCP Server

Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.

PowerBI Analyst MCP

Connect Claude to your Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and get results — with large datasets automatically saved to local CSV files to protect the LLM context window. Includes a query history log for cross-session reuse and auditability.

Pabal MCP

Manages App Store Connect and Google Play Console metadata, releases, and ASO workflows locally through MCP tools, enabling store management directly from AI clients without manual console navigation.

Code Intelligence MCP Server

Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tree-sitter to help LLMs explore and understand entire codebases. It implements a structured, phase-gated workflow to ensure high-confidence code modifications and eliminate hallucinations.

File Analysis MCP Server

Provides tools for text file analysis, including metrics like word counts and character frequencies, alongside file reading and directory browsing capabilities. This server enables LLMs to interact with and process local file content securely through the Model Context Protocol.

arbor

Arbor is a local-first, high-performance developer tool designed to bridge the gap between static code analysis and AI-driven development.

MCP Athena Analytics Server

Enables secure querying of analytics data stored in AWS Athena/S3 through natural language, with multiple security layers including query validation, resource limits, and automatic PII redaction to prevent data breaches and destructive operations.

Remote MCP Server (Authless)

A deployable MCP server on Cloudflare Workers that enables using custom tools with AI models without requiring authentication.

MaxRefMCP

Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese language support, enabling natural language searches for objects, patching patterns, and packages. It allows users to retrieve technical details, glossary terms, and implementation guides directly within Claude Desktop.

Azure DevOps MCP Server by CData

Azure DevOps MCP Server by CData

DB MCP (HR CSV to SQLite)

An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.

Agentic MCP Weather System

Provides intelligent weather services through an orchestrated multi-server architecture with Docker support, enabling natural language weather queries, forecasting, and alert monitoring powered by local LLM integration.

PH Holidays MCP

Provides authoritative Philippine national holiday data sourced from official presidential proclamations, including regular, special, and Islamic holidays. It enables users to query specific dates, retrieve upcoming holidays, identify long weekends, and verify working day status.

Yargı MCP

A FastMCP server providing access to various Turkish legal databases including Supreme Court, Council of State, Constitutional Court, and Public Procurement Authority decisions through a standardized MCP interface for LLM applications.

LegalForge MCP Server

Enables the generation of professional, jurisdiction-specific legal documents like privacy policies, terms of service, and cookie policies. It allows users to produce structured HTML legal content by providing specific parties, terms, and service configurations to an AI-driven tool.

Zhipu Text-to-Image MCP Server

Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports generating images from text prompts with configurable size and quality parameters through MCP-compatible clients like Claude Desktop and Cline.

cogmemai-mcp

Persistent cloud memory for AI coding assistants. 28 MCP tools for semantic search, auto-learning, task tracking, correction patterns, knowledge graphs, and session replay across Claude Code, Cursor, Windsurf, Cline, and any MCP client. Encrypted at rest. Team shared memory with author attribution.

Medplum MCP Server

A Model Context Protocol server that enables natural language commands to manage healthcare data stored in Medplum FHIR servers through standardized Create, Read, Update, and Search operations.

MCP Clusters API Server

一个模型上下文协议服务器实现，提供基于钱包的身份验证、集群管理和名称注册服务的端点。

Zoekt MCP Server

An MCP server that provides code search capabilities for AI tools and LLMs using Zoekt, allowing for searching across codebases with advanced query syntax and content fetching.

🔒 MCP Server Authentication Reference Collection

🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.

LaunchFrame MCP

Provides AI agents with architectural knowledge and scaffolding tools for LaunchFrame projects, covering patterns for authentication, queues, webhooks, and module structures. It enables agents to retrieve project-specific implementation details and generate code snippets on demand to maintain consistency.

NLSQL MCP Server

A Node.js package that provides a Model Context Protocol server for converting natural language questions into SQL queries using AI-powered multi-agent systems.

tok_mcp

A specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.

Self-Improving Memory MCP

Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.

Google Workspace MCP Server

Comprehensive integration with Google Workspace services (Gmail, Calendar, Sheets, Docs, Drive) plus local storage for job tracking and a personal memory system for storing user preferences, behaviors, and goals.

Shodan MCP Server

Integrates Shodan search capabilities into MCP-compatible applications for discovering internet-connected devices. Enables domain searches, IP lookups, and advanced queries to identify exposed services, infrastructure mapping, and security analysis.

Think MCP tool

推理用的 MCP 服务器