Discover Awesome MCP Servers

Voice to Text MCP Server

A powerful speech-to-text MCP server that supports multiple audio formats and recognition engines including remote APIs (Bailian, OpenAI Whisper, iFLYTEK), Google Speech Recognition, and CMU Sphinx.

IEEE MCP Server

Enables AI agents to query Neo4j graph databases and Box document storage using natural language through a single MCP endpoint.

ms-tts

MCP server for text-to-speech synthesis using Azure Speech Services, supporting 6 languages with high-quality neural voices and smart voice selection.

Evolution API WhatsApp MCP Server

Enables WhatsApp Business messaging through Evolution API with support for creating instances, sending messages using dynamic templates, and managing contacts and groups. Includes 10+ predefined message templates for common business scenarios like order confirmations, appointment reminders, and promotional messages.

Headless Lead Scraping MCP Server

MCP server for real-time public-web lead research without search API keys, using Google Maps and web search engines with LLM-based extraction, crawling, and local lead storage/export.

Engram

Persistent memory for AI agents with Ebbinghaus forgetting curve, semantic graph retrieval, and engineering state tracking. Local-first, DuckDB, zero cloud dependency.

Gmail MCP Server

Enables interaction with Gmail through MCP-compatible clients to list, read, search, and send emails. It supports advanced features such as managing labels, handling threaded replies, and utilizing Gmail's native search syntax.

GitLab MCP Server

Provides GitLab integration for AI assistants using Model Context Protocol, enabling repository operations, file management, issue tracking, merge requests, and branch/tag administration through natural language.

Salesmate MCP Server

A production-ready MCP server that exposes the Salesmate CRM to Claude Desktop, enabling search, update, and creation of contacts, deals, tasks, notes, and activities.

pdf-mcp-server

MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata, and validate PDFs through Docker.

wardline

Control-plane proxy that sits in front of MCP servers, enforcing per-identity policy (YAML/OPA/Cedar), budget limits, and an audit trail on every call. Includes real-time anomaly detection that auto-blocks a compromised agent without a human in the loop.

MCP OAuth Proxy

Acts as a secure OAuth 2.0/2.1 proxy gateway for MCP servers, enabling integration with Claude and ChatGPT platforms.

Agent Church MCP Server

Exposes Agent Church spiritual services as tools for AI agents, including free tools for commune and identity, and paid tools for blessings and salvation with x402 payment integration.

Figma Server

모델 컨텍스트 프로토콜을 통해 Figma와 원활하게 상호 작용하여 LLM 애플리케이션이 Figma 파일, 컴포넌트 및 변수에 접근, 조작 및 추적할 수 있도록 합니다.

Sciple Platform MCP Server

Enables AI assistants to manage Sciple platform content including environments, services, dashboards, runbooks, projects, and tickets through the Sciple REST API.

Step Into Vision MCP Server

Provides AI assistants with access to visionOS development articles from stepinto.vision, enabling browsing, retrieving, and searching content with AI-ready formats.

ncmcp

A self-hosted MCP server that exposes Nextcloud files, calendar, notes, and search as tools for Claude.ai, authenticating via Nextcloud OAuth.

mcp-fractera

Zero-Ops deploy of a private AI coding workspace to your own VPS, straight from your AI chat. Registers the user, recommends a VPS, and runs and monitors the full deployment.

Jira MCP Server

Custom MCP server for interacting with Jira, supporting issue management, search, and project operations.

buywhere-singapore-value-intelligence

Semantic product search and price-intelligence API over Singapore e-commerce data. Computes auditable value-scores from Shannon entropy across vendor price distributions, with pay-per-call pricing via x402 (USDC) alongside Stripe.

Knowledge Graph Memory Server

클로드의 지식 그래프를 통해 메모리를 활성화하기 위한 독립 실행형 MCP 서버

mcp-youtube-channel-transcript-extractor

Resolves a company domain or YouTube handle to a YouTube channel, returning subscriber count, channel metadata, and optional transcripts, with status flags for data availability.

task-mcp-node

A simple MCP server demonstrating resources, tools, and prompts using a local task list. It enables reading, creating, and analyzing tasks through MCP.

Memory Fabric

Enables AI coding assistants to store and retrieve project-aware context as plain Markdown files locally, with no cloud or vector database required.

hacker-news-mcp

Provides Hacker News tools with founder-research features for analyzing Show HN launches, Ask HN discussions, and extracting startup insights.

Notion Uploader MCP

Enables uploading images and files to Notion pages from Cursor chat, supporting multiple attachment types like image blocks, file blocks, cover images, and icons.

GraphRAG MCP Server

Enables building and querying knowledge graphs by ingesting documents into Neo4j using Gemini for entity extraction, and exposes MCP tools for graph health, document ingestion, and knowledge base querying.

trust-security

Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with precise code remediation steps to resolve identified risks and improve security posture.

RunArt

AI-powered running course generator that creates custom routes on Seoul's pedestrian network based on natural language requests (distance, elevation, shape), integrating slope, lighting, and facility data.