Discover Awesome MCP Servers

stock-rag-mcp

Enables RAG-based querying of local stock company data using a local LLM and vector database, providing tools to ask questions, search raw chunks, and list documents.

docx-mcp-server

A local MCP server for reading and editing Word (.docx) documents with 33 tools for content, formatting, comments, page layout, and track changes, running locally via stdio.

gotify-mcp

MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.

GA4 Automation MCP Server

This project is a Google Analytics 4 (GA4) automation server implemented as a Model Context Protocol (MCP) tool. It lets AI agents query GA4 data (reports, traffic sources, demographics, etc.) and also includes a simple connection test script.

kips

Personal data management MCP server that stores and queries notes, tasks, conversations, and auth in SQLite, enabling LLMs to interact with the database through natural language.

jira-mcp

Wraps Jira Data Center operations as MCP tools, enabling AI assistants to interact with Jira for project management and issue tracking.

DB-Mcp

MCP Database Server is a service that provides secure database access for AI assistants and LLM-based tools, supporting SQLite, PostgreSQL, MySQL and MariaDB, and featuring query verification, audit logs and security control functions.

Vapi MCP Server

Mirror of

mcp-proxy

Bypasses Claude Desktop sandbox network restrictions by providing tools to fetch any URL, execute network-capable CLI commands (yt-dlp, curl, ffmpeg), and read files created by those tools.

AI Diagram Maker MCP Server

MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.

Gestao-MCP

A customer and product management MCP server using SQLite. It enables Claude Desktop users to manage client and product data through natural language interactions.

WinAutoWx

Enables automated WeChat operations on Windows through pywinauto, allowing users to send messages to multiple friends or groups programmatically. Provides tools for searching contacts, sending bulk messages, and controlling WeChat interface elements via MCP protocol.

securityscan

Scans OpenClaw/ClawHub skills for security vulnerabilities before installation. Detects prompt injection, data exfiltration, credential theft and RCE risks. Autonomous AI-to-AI flow with zero human intervention required.

Kimai MCP Server

Enables AI assistants to interact with Kimai time-tracking API for managing timesheets, projects, activities, customers, users, and more.

grafana-mcp-analyzer

A Model Context Protocol server for Grafana data analysis

Redmine MCP Server

Enables AI agents to interact with Redmine API for managing tickets, projects, users, and time entries. Supports comprehensive operations including issue creation/updates, project management, time logging, and search with dual authentication (Basic Auth + API Key).

mcp-tautulli

A single file simple MCP server tracking 11 relevant tautulli metrics.

chuangsiai-mcp

Provides real-time content security for large language models by identifying and intercepting risks across compliance, ethics, and safety dimensions. It enables secure input and output monitoring through a customizable policy engine using an SSE-based interface.

nightglass MCP Server

Enables capturing website screenshots with configurable options (format, style, full-page, viewport, delay, dark mode) and checking account balance, directly from any MCP-compatible client.

idfkit-mcp

Enables AI assistants to create, edit, and simulate EnergyPlus building energy models via natural language. Supports schema exploration, model editing, simulation execution, and documentation search.

apifox-mcp

Enables AI assistants to manage Apifox API documentation via MCP, supporting module-specific dynamic reading, API CRUD, and auditing.

DLI Power Switch MCP Server

Enables AI agents to control Digital Loggers (DLI) Web Power Switches for hardware discovery, status querying, and power operations. It features a safety-first architecture with configurable access levels to protect critical infrastructure from unauthorized or accidental power loss.

Telnyx MCP Server

MCP server enabling interaction with Telnyx telephony, messaging, and AI assistant APIs through natural language.

arcium-mcp

Connects AI agents to the Arcium encrypted computation network on Solana, offering tools for network exploration, encryption, computation management, and app templates.

nekoro-browser-mcp

MCP server for browser automation that drives Chrome via an extension, preserving login state and offering 45 tools for navigation, interaction, scraping, and screenshots.

Equibles

Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filings (full-text search), 13F institutional holdings, insider and congressional trades, FINRA short data, FRED economic indicators, CFTC futures positioning, VIX/put-call ratios, and daily stock prices over MCP.

math-anchor

Provides a safe scientific runtime for agents with typed math operations including calculus, algebra, statistics, unit conversion, and more via MCP tools.

ollama-mcp

Delegates tasks from an Anthropic-backed Claude Code session to Ollama-backed Claude Code sessions, allowing them to run side-by-side without sharing environment variables.

agent-invariants

A deterministic behavior-compatibility layer for AI agents that checks normalized event traces against operating contracts and compares baselines with candidates to catch regressions in approval, stop, scope, recovery, and completion rules.