Discover Awesome MCP Servers

@debugai/mcp

Enables AI agents to debug errors by providing root cause analysis and ranked fixes with code patches. Supports any MCP client.

Swarmrails MCP

Enables interaction with various Bittensor subnets and SharpSignal prediction market intelligence directly from AI assistants like Claude. It supports diverse capabilities including text generation, image/video creation, forecasting, and 3D asset generation using a pay-as-you-go model via USDC on the Base blockchain.

ManualWorks MCP

Enables keyword searching across ManualWorks documents by combining document and chapter APIs to provide content snippets and URLs. It allows users to search and retrieve documentation data through natural language when a native search API is unavailable.

Feishu Bitable MCP Server

Enables interacting with Feishu (Lark) multidimensional tables through MCP tools. Supports listing tables, reading records, searching records and apps, and getting views.

noslip_quant_bot

quant information provider bot

MCP Web Scrape

A comprehensive web scraping server that transforms web content into clean, agent-ready Markdown with automatic citations and efficient caching. It features a robust suite of tools for metadata extraction, sentiment analysis, SEO auditing, and security scanning while strictly adhering to robots.txt policies.

MCP Server

Manages query validation, database connection, and security for a system that transforms SQL databases into interactive dashboards using natural language queries.

VISA Dispute Advisor

Helps merchants resolve credit card disputes by searching VISA guidelines and checking dispute history to generate structured recommendations.

@vibetools/dokploy-mcp

Enables deploying, managing, and interacting with Dokploy applications via natural language using three core MCP tools: search, execute, and list_profiles.

yandex-direct-mcp

A hardened MCP server for managing Yandex.Direct advertising campaigns with read-only defaults, write and finance capabilities optional, using OAuth authentication.

web2md

Enables token-efficient web page fetching by converting HTML to Markdown with tiered access (outline, section, search) to minimize LLM context usage.

NINJAMCP

Provides CryptoNinja character settings and worldview to AI via MCP, enabling fan fiction creation, story writing, and lore queries.

Nano Banana

Generate, edit, and restore images using natural language prompts through the Gemini 2.5 Flash image model. Supports creating app icons, seamless patterns, visual stories, and technical diagrams with smart file management.

mcp-server-chart

A monorepo hosting multiple MCP servers, including a TypeScript chart server that generates AntV visualization specs, a Python chart sibling, and an AWS ECS MCP server for container management.

DataBursatil MCP Server

Enables querying Mexican stock market data (BMV, BIVA) including issuers, intraday quotes, historical prices, financials, indices, rates, currencies, commodities, and news through natural language.

lms-ssh-client-mcp

Enables LLMs to securely SSH into remote servers, execute commands, and manage files via SFTP including listing, reading, writing, deleting, and renaming files.

Pryazilim ClickUp MCP Server

A secure and optimized MCP server for integrating ClickUp project management, enabling task CRUD operations, workspace organization, file attachments, and natural language date parsing.

Disk Insights MCP

A read-only MCP server that reports largest files, folder sizes, and disk usage, running locally without any data leaving your machine.

mcp-everything-search

Integrates Everything Search with Claude Code for lightning-fast file searching across entire drives, up to 400x faster than traditional methods.

CHARLIE

Unified knowledge management and agent orchestration MCP server for Claude Code that remembers project patterns, assigns specialist agents, loads relevant knowledge into prompts, and tracks work across sessions to save time and reduce costs.

wechat-mp-mcp

Enables crawling WeChat Official Account articles via the mp.weixin.qq.com search interface, including account search, article listing, incremental crawling, and fetching articles as Markdown with local SQLite storage.

Medicine Carousel MCP Server

Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel interface and provides authenticated user profile access through OAuth 2.1 integration with AWS API Gateway.

vindex-mcp

Provides Canada-aware vehicle intelligence for AI agents, including VIN decoding with factory warranty terms, merged US/Canada recalls, known-issue reports, and itemized purchase costs, with pay-per-call settlement via USDC on Base using x402.

deepseek-code-worker-mcp

Offloads expensive code reading, editing, and checking tasks to DeepSeek through Claude Code, saving Codex main-thread tokens by 40-60%.

QSS GPS MCP

Enables adding GPS goals and logging time directly from Claude Desktop, with support for bulk backfill and session management.

NegativeEV

Grades sports bets against thousands of play-by-play simulations, reporting simulated probability, implied probability, and edge.

Inference AIops

Enables governance-grade AIops for GPU inference clusters with root-cause analysis, metrics, and policy-governed operations for vLLM and Ray.

Spix

Give AI agents a real phone number and voice. Make calls, send email, manage contacts — 26 tools, 12 resources.

News API MCP Server

Enables AI assistants to search news articles, get top headlines, and browse sources via the NewsAPI.org service.

mcp-trigger

Máy chủ MCP cho kích hoạt