Discover Awesome MCP Servers

Prism MCP

Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.

Perplexity MCP

Enables AI-powered web research using your existing Perplexity Pro subscription, providing tools for search, follow-up conversations, and thread management through the Model Context Protocol.

Stock Analysis MCP Server

Enables real-time stock market analysis through AKShare API integration. Supports retrieving live stock prices, historical data, technical indicators (MA, MACD, RSI), market sentiment analysis, stock search, and financial news.

Baekjoon MCP Server

Analyzes Baekjoon Online Judge problems and provides hints, answers, test cases, and code refactoring suggestions.

RECLUSE Spider MCP Server

Enables autonomous web-contract verification through MCP tools for planning, classifying, checking, and recording bug patterns, with access to a shared community corpus that strengthens collective detection.

EVIDIQ Bastion

Audits infrastructure configurations (Dockerfiles, GitHub Actions, Kubernetes, Terraform/Compose) against 14 deterministic security rules, returning BLOCK/REVIEW/PASS verdicts and signing attestations. Helps agents verify deployment configs before applying them.

Cyberbro MCP Server

An MCP server that extracts Indicators of Compromise (IoCs) from unstructured text and checks their reputation across multiple threat intelligence services. It enables real-time analysis of IPs, domains, hashes, and URLs, providing enriched context for security workflows within LLMs.

Weather MCP Server

Provides weather alerts for US states and forecasts for given coordinates via MCP tools.

Baasix MCP Server

Enables to interact with Baasix Backend-as-a-Service operations including schema management, CRUD, filtering, authentication, and realtime subscriptions through MCP tools.

Phoenix MCP Server by CData

Phoenix MCP Server by CData

apple-mail-mcp

This MCP server allows AI assistants to read, send, search, and manage emails in Apple Mail on macOS. It uses AppleScript to interact with the Mail app locally.

Gmail Multi-Inbox MCP Server

Enables AI assistants to manage multiple Gmail accounts simultaneously with built-in OAuth authentication, supporting email reading, sending, drafts, labels, and account management.

InterOrdra MCP

A semantic gap detection tool that identifies miscommunication and misalignment between texts by measuring semantic distance using embeddings. It enables AI agents to analyze conversation sequences for conceptual drift and reframe questions to uncover hidden needs.

qflow

qflow is an MCP server that transforms AI editors into project managers with 50 built-in tools, requiring no API keys.

datastax-opscenter-mcp-server

Enables monitoring and management of Apache Cassandra and DataStax Enterprise clusters through the DataStax OpsCenter API, providing tools for cluster metrics, node monitoring, schema access, and event tracking.

Telegram MCP Server & Channel Monitor

A comprehensive MCP server providing 35 tools for managing Telegram messages, media, and chat interactions via the Bot API. It also features a real-time monitoring system using the Telethon User API to log messages from specific channels.

image-metadata-embed-and-report

A streamlined MCP server for XMP metadata embedding with beautiful formatting and smart filename indicators, enabling metadata embedding, reading, validation, and report generation for lifestyle, product, and orbit schemas.

Minecraft Server MCP

Provides comprehensive administrator-level control for Minecraft Java Edition servers, allowing AI to manage world generation, server configuration, and player moderation. It enables remote execution of RCON commands, NBT data parsing, and automated backup management through the Model Context Protocol.

azair-eu-mcp

MCP server for azair.eu that enables flexible-date cheap flight searches across European low-cost airlines, with multi-airport, metro-area, and advanced filter support.

Motion.dev MCP Server

Provides AI assistants with comprehensive access to Motion.dev animation library documentation and code generation tools. Enables LLMs to generate Motion animations for React, JavaScript, and Vue with proper documentation backing and framework conversion capabilities.

linkedin-mcp

Enables LLMs to manage LinkedIn posts and view analytics through a set of MCP tools, including creating, reading, and deleting posts, checking authentication, and retrieving profile info.

mcp-swapwizard

DeFi execution layer for AI agents - swap, zap in/out of LP, route across AMMs on 5 EVM chains.

npmlens-mcp

Enables AI coding agents to search the npm registry and retrieve package metadata, READMEs, download stats, GitHub details, and usage snippets via the Model Context Protocol.

mcp-arcgis-sanclemente

Provides access to City of San Clemente GIS open geospatial data (ArcGIS), enabling search and query of datasets like parcels, zoning, and public works.

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that allows connecting AI models to custom tools without authentication requirements.

runecho

A deterministic symbol oracle over a locally built index of the repository: whether a symbol exists, what a file declares, and what changed structurally since the last snapshot. It also ships a PreToolUse guard that stops an Edit/Write referencing a function, constant or type the repo does not declare, before the write lands rather than after the build fails. No LLM, no API keys, no network, no l

X Twitter Scraper

Real-time X (Twitter) data platform with 2 MCP tools covering 120+ REST API endpoints. Search tweets, look up users, get timelines, extract followers/likes/retweets in bulk, monitor accounts, run giveaway draws, and perform write actions (tweet, like, retweet, follow, DM). OAuth 2.1 authentication with PKCE.

mnemon-mcp

A local-first MCP server providing persistent, layered memory (episodic, semantic, procedural, resource) for AI agents, with search, versioning, and session management via a single SQLite file.

msprof-mcp

MCP server for analyzing Ascend PyTorch Profiler performance data. Enables users to identify performance bottlenecks, analyze operator time, view communication overhead, and query trace data via natural language.

MCP Execution Ledger

Records all MCP tool interactions in a centralized ledger, enabling developers to trace, replay, inspect, and audit AI agent workflows.