Discover Awesome MCP Servers

git-log-mcp

Enables querying git commit history to analyze when and why code changes happened, providing authorship context and diffs for specific modules.

sl-mcp

MCP server for Sapling (sl) that gives LLMs structured access to Sapling repos with built-in safety guardrails.

mcp-ssh-remote

Enables executing commands on remote SSH hosts, with full support for bastion/jump hosts and ~/.ssh/config, plus Slurm job management and rsync.

IB Analytics MCP Server

Enables comprehensive analysis of Interactive Brokers portfolios through automated data fetching and multi-dimensional analytics. Provides performance, tax, cost, risk, and bond analysis across multiple accounts with rich reporting capabilities.

Freelo MCP Server

Integrates with Freelo project management API to retrieve task details, list subtasks with completion status, and download files from task comments.

wikipedia-recent-changes-mcp

MCP server providing live Wikipedia recent changes feed, page summaries, trending pages, and Wikidata entity lookup.

ukr-vitalinguist-mcp

Provides Ukrainian language grammar checking, surzhyk detection, authentic phrasing, and English-to-Ukrainian rendering through curated linguistic data.

Koalr

Connect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.

MCP Java Backend Suite

A comprehensive MCP toolkit for Java backend developers, providing 35 tools across 5 servers for database analysis, JVM diagnostics, migration assistance, Spring Boot monitoring, and Redis diagnostics.

SEC-MCP

MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware financial extraction and BERT-based NLP.

pm4py-mcp

An MCP server that wraps PM4Py to bring research-grade process mining (event log analysis, discovery, conformance, OCEL 2.0) to Claude and other MCP agents, fully locally.

MediaCrawler MCP Server

Enables AI assistants to crawl and extract data from Chinese social media platforms like Bilibili, Xiaohongshu, and Douyin. Provides search, content detail retrieval, and creator information tools with persistent browser sessions and QR code login support.

op-injection-scanner

An MCP server for prompt injection boundary enforcement that scans URL content using a tiered LLM model strategy.

Slack MCP Server

Gives AI agents full Slack access via session tokens, requiring no app registration, admin approval, or OAuth.

Mcp Servers

Servidores MCP

@topazlabs/mcp

AI image enhancement for LLMs. An MCP server that lets Claude and other AI assistants enhance images using Topaz Labs AI models.

Memo MCP

Enables LLMs to search and retrieve personal journal entries using RAG, and add new entries with date filtering and multiple vector stores.

MCP Goose Subagents Server

An MCP server that enables AI clients to delegate tasks to autonomous developer teams using Goose CLI subagents, supporting parallel or sequential execution of specialized agents for different development roles.

Kiwix Wiki MCP Server

Provides access to offline Wikipedia and other content through Kiwix, enabling search and retrieval of articles from local ZIM files.

fiware-orion-mcp

MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 context entities like IoT devices, sensors, and vehicles.

Filesystem MCP Server (@shtse8/filesystem-mcp)

Servidor Node.js del Protocolo de Contexto de Modelo (MCP) que proporciona acceso seguro y relativo al sistema de archivos para agentes de IA como Cline/Claude.

dynamodb-mcp-server

An MCP server that gives LLM agents full access to Amazon DynamoDB, supporting table management, querying, scanning, and item CRUD operations.

MCP English Tutor

A professional 1-on-1 English tutoring server that enables AI assistants to provide oral practice, grammar correction, and vocabulary recommendations. It features specialized tools for generating conversation topics, tracking progress, and creating immersive role-play scenarios.

Zillow MCP Server

Integrates Zillow real estate data with AI assistants, enabling property search, neighborhood insights, and affordability calculations through natural language.

Pokemon MCP Server

Simulates a Pokemon battle system by providing tools for managing Pokemon, executing turn-based combat, and analyzing type effectiveness. It enables AI models to facilitate interactive battles, generate random creatures, and implement complex battle strategies.

youtube-mcp

MCP server for YouTube Data API v3 enabling video search, channel lookup, trending content, comments, and playlist management.

TMS Development Wizard

Enables rapid exploration and integration of Omelet's Routing Engine and iNavi's Maps API for building Transport Management Systems, providing endpoint discovery, schema exploration, integration patterns, and troubleshooting guides.

ClickUp MCP Server

Provides integration with ClickUp's API, allowing you to retrieve task information and manage ClickUp data through MCP-compatible clients.