Discover Awesome MCP Servers

elasticsearch-mcp

Enables secure and efficient interaction with Elasticsearch clusters through the Model Context Protocol, providing tools for data management, search, and export.

firecrawl-mcp-server

Enables web scraping and search with batch support, rate limiting, and flexible output modes (direct or file).

OmniSocKit MCP Server

Provides AI models with precise development knowledge and implementation rules for social marketing platforms like WeCom. It enables AI tools to generate accurate, production-ready code by injecting real-world API constraints and best practices without calling external APIs.

Fatture in Cloud MCP Server

Enables integration with Fatture in Cloud to manage Italian electronic invoices through natural conversation, including creating, sending, and tracking invoices and financial data.

local-memory-mcp

Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools, SQLite + FTS5 + Knowledge Graph. No cloud, no API keys. One command: npx @studiomeyer/local-memory-mcp.

Bright Data MCP Server

Enables AI agents to browse and extract data from any public website via Bright Data's cloud infrastructure, handling proxy rotation, CAPTCHA solving, and JavaScript rendering.

FinRAG-MCP

Enables secure role-based querying of company documents across different departments (Engineering, Finance, HR, Marketing) with access control that restricts data visibility based on user roles. Provides retrieval-augmented generation with source citations and metadata for trusted corporate knowledge access.

ThinMCP

A local MCP gateway that compresses multiple upstream servers into two tools, search and execute, to minimize model context usage. It provides a compact, code-driven interface for discovering and calling tools across various upstream sources on demand.

docx-comparison-mcp

Generates Word documents for comparison tables and specifications from structured JSON data. Supports both stdio mode for Claude Desktop/Code and HTTP mode for AI frameworks like Dify and LangFlow.

Brightspace MCP Server

MCP server for Brightspace (D2L): check grades, due dates, announcements, rosters & more using Claude, ChatGPT, Cursor, or any MCP client. Built with TypeScript and the D2L REST API.

MCP Server Collection

mcp服务聚合

MCP Database Manager

Self-documenting MCP server enabling AI agents to autonomously create, manage, and query SQLite databases with enforced metadata requirements for discoverability.

Fluent MCP Server

Enables natural language interaction with ServiceNow Fluent SDK commands, API specifications, and development resources for AI-assisted environments.

Formula1 MCP Server

Provides real-time and historical Formula 1 racing data through the Model Context Protocol, offering access to timing data, driver stats, race results, telemetry, and more.

Windows Computer Control MCP Server

Enables Claude Desktop to control mouse, keyboard, and clipboard on Windows, allowing AI-driven computer interaction tasks like clicking, typing, scrolling, and screenshotting.

odsbox-jaquel-mcp

A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query tools, ODS connection management, and measurement data access.

camofox-mcp

Enables AI agents to control a CamoFox anti-detect browser via MCP tools, supporting navigation, clicking, typing, and more through a REST API wrapper.

zsh-tool

A Zsh execution tool for Claude Code providing yield-based command execution, PTY mode for interactive programs, circuit breaker for timeout protection, and adaptive learning (A.L.A.N.) for retry detection and proactive insights.

Unifi AP MCP

MCP server for UniFi Network Controller that provides full API coverage for managing APs, clients, WLANs, firewall rules, VLANs, port forwards, and more.

MCP GraphQL Query Generator

Automatically discovers GraphQL APIs through introspection and generates table-formatted queries with pagination, filters, and sorting. Supports multiple authentication types and provides both CLI and REST API interfaces for seamless integration.

Accounting MCP

A personal financial management tool that enables AI assistants to record transactions, check balances, and provide monthly financial summaries via the Model Context Protocol. It allows users to manage their expenses and income through natural language interactions using standardized MCP tools and resources.

swiss-culture-mcp

MCP server providing access to Swiss cultural heritage data including ISOS townscapes, Living Traditions, cultural prizes, and press releases from the Federal Office of Culture, with no API key required.

mcp-i18n

MCP server for page-level i18n translation using Alibaba Cloud Qwen models, supporting incremental translation, glossary, and multiple target languages.

funding-rates-mcp

funding-rates-mcp

audit-ledger-mcp

Tamper-evident audit logging for AI decisions. Three tools (record_decision, verify_decision, list_decisions) write to a regulator-grade ledger built on AWS S3 Object Lock with 7-year retention. Designed for EU AI Act Article 12 and FCA SS1/23 evidence requirements. Try zero-config: npx audit-ledger-mcp boots in sandbox mode against a public hosted tenant.

mcp-servers

MCP servers to give super powers to LLMs

Ceph Command Knowledge Base MCP Server

Enables AI agents to verify Ceph CLI commands, config parameters, and review test scripts using a pre-generated knowledge base.