Discover Awesome MCP Servers

tiny-loki-mcp

Enables read-only querying of Grafana Loki logs through tools like label discovery, LogQL queries, and recent log retrieval, without requiring knowledge of the Loki API.

mcp-agro-brasil

Provides Brazilian agribusiness data such as livestock, crop prices, weather, exchange rates, and news through MCP tools.

Telegram MCP Bridge

Provides read-only access to a user's Telegram account via MTProto, enabling chat listing, message retrieval, search, and context fetching.

lacuna-music

Generates original instrumental music and vocal songs from natural-language descriptions and lyrics, retrieves generation status, and waits for audio URLs to be ready.

AI Conversation Logger

Enables AI assistants to automatically log and manage conversation history with developers in structured markdown format. Provides powerful search and context suggestions to help AI understand project history and maintain continuity across sessions.

openocd-mcp

An OpenOCD debug MCP server that manages debugging targets and sessions by reusing VS Code launch configurations. It enables firmware flashing, GDB command execution, and real-time status monitoring of embedded systems.

PineForge-Codegen

Backtest PineScript v6 strategies locally from your AI agent: transpiles Pine to C++ and runs it on the deterministic, TradingView-validated PineForge engine via Docker. Tools for single backtests, parameter-grid sweeps, and Binance OHLCV fetch — no API key, data never leaves your machine.

Blossom

Enables collaborative project planning by connecting an MCP-capable chat app to a generative AI that manages tasks and dependencies, with a live web UI for visualization.

MySQL Ops MCP

A generic MCP server for MySQL operations, enabling listing databases/tables, describing schemas, running read-only SQL, and optionally executing write SQL with logging.

scrapy-mcp

A headless web-scraping MCP server built on Scrapy, providing tools for polite fetching, CSS/XPath extraction, link/table extraction, sitemap and robots.txt reading, and bounded asynchronous crawls.

Datris MCP Server

MCP server with 32 tools for ETL ingestion, AI-generated data quality rules, AI transformations, vector search, and natural-language SQL. Works across Postgres, MongoDB, Kafka, S3/MinIO, HashiCorp Vault, and five vector stores (Qdrant, Weaviate, Milvus, Chroma, pgvector).

EveAegis MCP

An AI-native governance control plane for GitHub portfolios that enables inventory sync, provenance analysis, classification, and policy enforcement across multiple repositories with strong security boundaries.

Code Whisperer MCP

Provides access to a library of 18 specialized skills, project templates, and prompt patterns for Claude Code. It enables automated workflows for feature development, security audits, and system maintenance through multi-agent collaboration.

Mern Chat MCP Server

Enables interaction with a MERN chat application, providing tools to register and login users, manage chats (including group chats), and send/receive messages.

KiCAD MCP Server

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with KiCAD for PCB design automation.

SharkMCP

Enables LLMs to load and analyze PCAP/PCAPNG files using Wireshark's sharkd interface, supporting packet inspection, traffic structure, conversations, and protocol statistics through natural language.

Bizfile MCP

Provides real-time company verification and corporate intelligence by accessing global registries like UK Companies House, Singapore ACRA, and OpenCorporates. It enables AI agents to perform KYC tasks, retrieve company profiles, and conduct automated risk assessments for due diligence workflows.

kagi-mcp

MCP server for Kagi Search that uses your session token for web and news search without a separate API subscription.

Academic Archive Gateway

MCP server for AI assistants to search and download ebooks from Z-Library and Anna's Archive, configured locally with automatic setup and download path.

Claude Habitat

An MCP server that provides persistent project context, workflow management, and knowledge capture for AI coding agents. It enables agents to maintain structured memory across sessions by tracking project profiles, conventions, skills, and technical debt.

growth-mcp

Open-source MCP server that audits websites for AI search readiness, providing deterministic scoring (0-100) and prioritized fix lists for metrics like JSON-LD, llms.txt, heading hierarchy, and AI crawler access.

China Travel MCP

Provides AI assistants with comprehensive China inbound travel capabilities, including hotel and flight search, attraction discovery, itinerary planning, and travel tips.

wealvest-ai

Enables AI-driven financial analysis including portfolio analysis, risk assessment, investment simulation, market intelligence, and report generation via NitroStudio.

LNbits MCP Server

Enables AI assistants to manage Lightning wallets through LNbits, including balance checks, invoice creation, payments, and extension operations, all via natural language.

fallinsuranceonboard-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources for AI clients.

xiaobenyang-mcp

本MCP服务封装了新闻相关工具

inventory-ops-mcp

A remotely hosted MCP server that lets ops personnel investigate and resolve inventory oversells without engineer involvement.

itglue-mcp-server

An unofficial Model Context Protocol server that enables AI assistants to manage ITGlue documents, sections, and organizations via the ITGlue API. It supports full CRUD operations, organization lookups, and regional API endpoints for US, EU, and Australia.

razberri MCP Server

A privacy-first, local-first MCP server that provides 15 ADHD/second-brain tools for capturing, prioritizing, and resurfacing tasks with context from calendar, mail, and messages.

AWS MCP Server

A read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS infrastructure data.