Discover Awesome MCP Servers

MapSpring MCP Server

Enables enterprise database schema exploration and Spring Boot code generation (MyBatis, JPA) through MCP, supporting both online DB connections and offline DDL parsing.

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

WhatsApp MCP Server

An MCP server that connects Claude and other LLM clients to WhatsApp via the Baileys library. Enables sending and receiving messages, listing chats, downloading media, and more.

Arai

* taniwhaai/arai 🦀 🏠 🍎 🪟 🐧 - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (never, forbids, must_not) emit permissionDecision: deny to block tool calls in Claude Code; advisor

mcp-redmine-rd

Brings Redmine issue tracking into Claude Code with tools for reading, creating, and updating tickets, plus a /fix-bug skill for automated bug fixing.

Swift Poe Search MCP

An MCP server that integrates with Poe's API to provide AI-powered search and research tools from Perplexity, Reka, Exa, and Linkup.

Playwright MCP Server

A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.

BioMCP

BioMCP is an open-source MCP server that connects any AI assistant to 15 open bioinformatics databases with zero configuration. It provides 23 tools for literature, sequences, BLAST, structures, enrichment, annotations, genomes, interactions, variants, domains, compounds, and single-cell data.

mcp-bps-id

Enables access to Badan Pusat Statistik (Statistics Indonesia) data through natural language queries via the Pipeworx gateway.

youtube-mcp

A FastMCP server providing 25 tools for interacting with the YouTube Data API v3 and YouTube Analytics API. It enables comprehensive management of videos, channels, playlists, and comments, alongside retrieval of performance analytics.

DecisionsSearch

Provides persistent hybrid memory (Neo4j + Qdrant) for AI agents, enabling durable recall of decisions, business rules, and code patterns across sessions, plus autonomous CI/CD error investigation.

facets-control-plane-mcp-server

Enables management of Facets Control Plane projects, resources, environments, and deployments through Claude, offering secure infrastructure automation workflows.

QRMint MCP Server

Enables AI assistants to generate styled QR codes with customizable colors, styles, gradients, and frames, as well as typed QR codes for WiFi, vCard, etc., using the QRMint API without requiring an API key.

Shark MCP - AI Agent Microloan Server

Enables AI agents to request and manage microloans for HTTP 402 Payment Required transactions. Provides automated underwriting, credit management, and USDC disbursement with progressive credit limits based on repayment history.

PostgreSQL MCP Server

Read-only access to PostgreSQL databases, enabling schema inspection and safe SQL queries.

ChronoSphere AI Date-Time MCP

Provides AI agents with precise, locale-aware date and time data across multiple timezones through a Model Context Protocol API built with TypeScript/Node.js.

Rice Stock Data Portal MCP Server

Enables querying Rice Business Stock Market Data Portal using natural language through Claude Desktop, allowing users to ask about financial ratios, stocks, and companies.

CourtListener MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing CourtListener's legal database. Provides Claude Desktop with powerful legal research capabilities including court opinions, case dockets, judge profiles, and comprehensive legal analysis.

ppa-mcp

Anti-procrastination MCP server using ClickUp for task management. Enables capture, planning, micro-steps, and reflection through tools and prompts.

Cost Explorer MCP Server

Enables analysis of AWS costs and usage through the AWS Cost Explorer API, supporting multi-account architectures with role assumption and cost comparison, forecasting, and anomaly detection.

mcp-blockstream-info

Enables querying Bitcoin blockchain data including blocks, transactions, addresses, mempool, and fee estimates via the Blockstream.info Esplora API.

Twenty CRM MCP Server

Enables interaction with Twenty CRM through a Model Context Protocol server. Provides comprehensive CRM operations including managing people, companies, opportunities, notes, tasks, and custom objects with support for filtering, pagination, and AI-powered automations.

Engram

Self-hosted, governed long-term memory and knowledge-graph server for AI agents with access control, hybrid retrieval, and typed graph linking.

mcp-telegram-claudecode

Enables Claude Code to send and receive messages via Telegram for remote interaction and approval of sensitive operations.

AI SOC Agent MCP Server

Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calculate severity, and recommend remediation actions.

testmcp

Wraps existing test frameworks (Jest, Vitest, Pytest) and exposes structured, LLM-optimized results via MCP tools with progressive disclosure and diff-aware execution.

dados-pt

Enables querying Portugal's national open data portal (dados.gov.pt) through natural language.

signal-mcp-server

MCP Server for retrieving Signal messages using signal-export logic.

Scraper MCP

A context-optimized web scraping server that converts HTML to markdown/text and applies CSS selectors server-side, reducing token usage by 70-90% while providing AI tools with clean, filtered web content.