Discover Awesome MCP Servers

AutoDocBot-V2

MCP server that converts natural language process descriptions into structured Confluence process articles with SVG diagrams and publishes them under the authenticated user's Atlassian identity.

MCP Remote Code

Enables agent-style remote development over SSH with file operations and command execution, exposing native tools for searching, editing, and transferring files on remote machines.

vocabflip

An MCP server for the vocabflip vocabulary learning app, providing tools to check daily progress, batch add new words, and query overall learning progress for English vocabulary study, especially for IP professionals.

Deno Sandbox MCP Server

Sebuah server MCP yang memungkinkan Anda menjalankan kode TypeScript dan JavaScript secara aman di mesin lokal Anda menggunakan sandbox Deno®. Server ini menyediakan lingkungan terkontrol untuk mengeksekusi kode dengan kontrol izin yang eksplisit. Proyek ini tidak berafiliasi dengan Deno Land LLC dengan cara apa pun.

cic-mcp-gateway

Compiles and routes context from trust-domain sources (session, workdir, knowledge, shared) into unified, trust-tagged context envelopes for agents, without storing any data itself.

SSH Linux Control

Enables remote Linux VM management via SSH with automatic safety checks for destructive commands, supporting password authentication and sudo operations.

CodeRef AI

A tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.

Daylite Claude Connector

Connects Daylite CRM to Claude Code via the CalDAV interface to manage tasks and appointments. It enables users to list, create, update, and delete calendar events and to-dos directly through natural language.

Handsontable MCP Server

MCP server providing access to Handsontable documentation for AI-powered code generation, with tools to fetch docs, search, and list categories.

git-org-group-cred-vault

MCP server for securely managing GitHub & GitLab credentials in an encrypted vault, allowing AI agents to retrieve tokens by org or group name automatically.

Knowledge Graph MCP Server

An MCP server for tracking student learning via a knowledge graph, with spaced repetition scheduling and intelligent queries to identify gaps, misconceptions, and optimal next steps.

io.github.AIops-tools/network-aiops

Provides MCP tools for governed multi-vendor network device operations, including configuration management (backup, diff, merge, replace, rollback) and read-only queries (facts, interfaces, BGP, LLDP, ARP) via NAPALM, with optional NetBox source-of-truth integration.

Databases MCP Server (Access and SQLite 3)

Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.

ableton-mcp

Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowing pair-programming-style collaboration for musicians.

oculus-scoped-observation

Provides read-only MCP tools for AI agents to observe user-selected regions of a Chrome browser, including region info, text/UI semantics, cropped images, and changes.

memvid-mcp-server

Encodes text data into videos for fast semantic search using memvid.

graylog-mcp

Enables querying Graylog log management system for messages using natural language, supporting multiple instances and flexible search parameters.

Meridian

Local-first AI compliance scanner via Model Context Protocol, scanning codebases for violations of DPDPA 2023, RBI FREE-AI, SEBI AI/ML, and the EU AI Act.

mcp-wacli

An MCP server that wraps the wacli tool to enable AI clients to read, search, and send WhatsApp messages through a personal account. It provides comprehensive tools for managing chats, groups, and contacts using an existing authenticated WhatsApp session.

External Data MCP Server

Provides integrated access to location-based weather, reporting history, and infrastructure status data for safety reporting systems. It supports both SSE and stdio protocols for flexible integration with various AI agents and clients.

Registradores (ARISP) Matrícula: Download de Matrícula

MCP server that enables downloading property registration records (matrícula) from official Brazilian registries, with read-only access and pay-per-use credits.

p2pclaw-mcp-server

A backend MCP server that enables AI agents to publish, validate, and search research papers, submit swarm-compute jobs, and invoke formal proof checking on the P2PCLAW decentralized network.

CryptoSignal-MCP

AI-Powered Cryptocurrency Direction Prediction & Market Signal Analysis

Weixin MCP

Enables reading and extracting content from WeChat public account articles using browser automation, allowing AI models to analyze and summarize WeChat articles through natural language requests.

AI Assistant MCP Server

MCP server providing tools to chat with an AI agent, fetch weather data, and monitor agent status via the Model Context Protocol.

API Creator MCP

Generates complete, production-ready REST, GraphQL, and microservice APIs with built-in security, validation, and deployment configurations.

Chiro ERP - Issue Pipeline Orchestrator

Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, architect, developer, tester, reviewer) that analyze requirements, design solutions, implement code, generate tests, and perform code reviews with HIPAA compliance checks.

Sky Windows Remote Executor

Enables remote execution of commands, file operations, screenshots, and clipboard access on Windows machines through MCP tools.

cc-switch-websearch

Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG instance, enabling AI assistants like Claude Code to perform web searches without a premium API key.

PyPSA MCP

PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).