Discover Awesome MCP Servers

Corpus MCP Server

Enables AI assistants to securely interact with the Corpus Tracker application to manage financial portfolios and analyze net worth. It provides tools for tracking stock and gold holdings, logging transactions, and generating cash flow trends.

yuexia_test

yuexia\_test

MCP RAG System

A Retrieval-Augmented Generation system that enables uploading, processing, and semantic search of PDF documents using vector embeddings and FAISS indexing for context-aware question answering.

Data.gov.il MCP Server

Enables AI assistants to search, discover, and analyze thousands of datasets from Israel's national open data portal. It provides tools for querying government ministries, municipalities, and public bodies using the CKAN API.

YouTube MCP Server

Enables AI agents to extract YouTube video metadata and generate high-quality multilingual transcriptions with voice activity detection, supporting 99 languages with translation capabilities and intelligent caching.

Agent Skills MCP

Enables discovery and installation of agent skills from curated GitHub repositories, allowing users to search large collections and inspect skill contents directly. It supports downloading skills locally and provides grounded scaffolds for creating new skills based on existing patterns.

MCP TS Quickstart

Build-less TypeScript quickstart for an MCP server implementation

서울시 교통 데이터 MCP 서버

서울시 교통 데이터 MCP 서버 - 실시간 교통 정보, 대중교통, 따릉이 등의 데이터를 제공하는 MCP 서버

Spec-driven Development MCP Server

Enables AI-guided spec-driven development workflow that transforms ideas into implementation through structured stages: goal collection, requirements gathering in EARS format, technical design documentation, task planning, and systematic code execution.

GPT Image MCP Server

An MCP server that enables text-to-image generation and editing using OpenAI's gpt-image-1 model, supporting multiple output formats, quality settings, and background options.

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.

OpenAPI MCP Server

Allow AI to wade through complex OpenAPIs using Simple Language

MCP Network Sentinel

A network monitoring tool for MCP servers that logs all network activities to help identify potential security issues.

langfuse-mcp-java

Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

openobserve-community-mcp

A read-only MCP server for OpenObserve Community Edition that works over the REST API. Provides tools for searching logs, traces, stream schemas, and dashboards - no Enterprise license required.

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.

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.

konquest-meta-ads-mcp

Supervised Meta Ads operating system for Claude Code. 57 tools for campaign management, multi-asset ads, targeting, pixel diagnostics, catalogs, and safety gates. All ads created PAUSED - operator approves every action.

Perplexity API Platform MCP Server

Provides AI assistants with real-time web search, reasoning, and research capabilities through Perplexity's Sonar models and Search API. Supports quick searches, deep research, advanced reasoning, and direct web search with ranked results.

MCP Server for Veryfi Document Processing

Model context protocol server with Veryfi API access

SP Database MCP Server

A Model Context Protocol server that provides real-time database schema information to AI assistants, supporting both low-code system schema queries and traditional database metadata queries.

mcp-agent-forge

mcp-agent-forge

Bucket Feature Flags MCP Server

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

mcp_sdk_petstore_api_44

A standalone MCP server generated from an OpenAPI specification that exposes Petstore API endpoints as tools for AI assistants. It utilizes SSE transport to enable models to interact with pet store management functionalities through natural language.

Bailian Voice Clone MCP

Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and DashScope platforms. It provides tools to create, manage, and synthesize audio using custom cloned voice profiles.