Discover Awesome MCP Servers

Columbia MCP Server

Facilitates deployment and management of services using the Model Context Protocol with a focus on high availability, scalability, and secure communication, leveraging Docker-based infrastructure, Prometheus, and Grafana for monitoring.

Deriva MCP Server

Enables AI assistants to manage Deriva catalogs and execute ML workflows, including dataset versioning, controlled vocabularies, and feature management.

MCP Recherche d'entreprises

Enables interaction with the French business search API from data.gouv.fr, allowing users to search for French companies by text or geographical criteria and access essential business information.

PostgreSQL SSH MCP Server

A secure PostgreSQL MCP server with built-in SSH tunneling that enables AI assistants to connect to databases through bastion hosts automatically, supporting both STDIO and Streamable HTTP transports.

mcp-dns-insights

Captures DNS queries leaving your Mac and serves them to Claude via MCP for traffic pattern analysis, answering questions about top domains, categories, and temporal patterns.

sub2api-imagegen-mcp

Enables AI assistants to generate and edit images using a Sub2API API key, with local file saving and support for reference images.

MCP Outlook Scheduler

Enables AI assistants to intelligently schedule meetings by checking Microsoft Outlook calendars, finding available time slots across multiple participants, and automatically booking meetings with Teams integration. Uses Microsoft Graph API with smart fallback logic for optimal scheduling.

Canvas MCP Server

MCP server that provides tools to read UBC Canvas LMS data, including courses, assignments, announcements, submissions, and calendar, for use with Claude Desktop, Claude Code, or n8n AI agents.

MySQL MCP Server

Enables AI assistants to manage MySQL databases through natural language commands. Supports database operations, table management, data queries, and import/export functionality with built-in security features.

sourcesage

SourceSage is an MCP server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval.

FileSystem MCP Server

Provides selective filesystem access for AI agents in Visual Studio 2022+ environments, enabling directory traversal, file reading/writing, and validation of allowed directories.

wifi-security-mcp-server

An MCP server that gives AI agents full-spectrum wireless security analysis, covering WiFi, Bluetooth, RF, NFC, Cellular, IoT, and more, powered by 34 composite tools and 9 built-in knowledge bases.

Research MCP Server

A local, rule-based MCP server for searching and analyzing academic papers from arXiv. Enables paper search, ranking, smart summarization, keyword extraction, and citation generation without API keys or LLM calls.

linkedin-mcp-server

An MCP server that posts PDF/carousel content to a personal LinkedIn profile via LinkedIn's official REST API. It handles OAuth and provides tools to upload documents and publish posts.

French Law MCP Server

Enables AI assistants to search and retrieve French legislation, case law, and EU law integrations from official sources via MCP.

prtg-mcp

MCP server for PRTG Network Monitor that exposes sensors, devices, and historic sensor data as MCP tools.

siftingio-mcp

MCP server that provides access to SiftingIO market data, including live prices, SEC filings, OHLCV bars, 13F holdings, market status, and economic calendar tools for AI assistants.

Bilibili Comments MCP

Enables retrieval of comments from Bilibili videos and dynamic posts with support for pagination, sorting, and nested replies in both Markdown and JSON formats.

jishics-mcp-server

Enables AI assistants to search, compare, and order corporate financial and tax service providers via natural language.

Habenula

A personal agent control harness that governs AI agents by checking every consequential action against user-defined rules, logging all actions to a tamper-evident audit chain, and providing a global kill switch. It runs as an MCP server sidecar to coding agents or standalone, keeping users in charge of what their agents can do.

bitwarden-mcp

MCP server that exposes Bitwarden's Public API for organization member and vault group management, enabling inviting members and assigning them to vault groups. Supports stateless, multi-tenant authentication via gateway mode or env-based credentials.

AIPickMyGame MCP Server

Syncs Epic/GOG/Steam game libraries with Chinese metadata, enabling AI agents to recommend games through natural language conversation.

Echo Prayer MCP Server

Provides guided prayers, semantic search, and pastoral care tools (encouragement, condolence, advice) via a read-only database without authentication.

Agent Lighthouse MCP Server

Enables AI coding agents like Claude and Cursor to audit websites for AI agent readiness, checking 199 rules across agentic discovery, content structure, and technical SEO.

Exa MCP Server

Connect AI assistants to Exa's search capabilities: web search, code search, and company research.

PptxGenJS MCP Server

A production-ready MCP server that enables LLMs to create, modify, and export PowerPoint presentations programmatically using PptxGenJS.

mcp-llm-bridge

Centralized encrypted gateway that routes requests to 11+ LLM providers (API keys and CLI subscriptions) through a single OpenAI-compatible endpoint, with MCP tools for vault operations, code search, and shared state.

TrendRadar MCP Server

MCP server for TrendRadar that provides AI assistants with access to aggregated real-time news and trending topics from multiple platforms, enabling AI analysis, smart filtering, and customized news delivery.

mcp-redis-allowlist

Read-only Redis MCP server with a configurable command allowlist for safe production diagnostics, enabling exact read-only subcommands like CLIENT LIST and SLOWLOG GET.

MCPBuddy

An account-scoped MCP connection hub for Claude, OpenAI and Grok, enabling private MCP endpoints, OAuth sign-in, Solana wallet binding, and content publishing via MCP tools.