Discover Awesome MCP Servers

loudcheck

Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC A/85). Measures audio/video with ffmpeg and returns a pass/fail verdict with exact deltas and remediation parameters.

MCP Server Railway Starter

A starter template for deploying a remote MCP server with OAuth 2.1 authorization, dynamic client registration, and a PostgreSQL database. Includes example tools for notes and whoami.

MCP Playwright Server

An MCP server that enables AI-powered browser automation, web scraping, and testing using Playwright across Chromium, Firefox, and WebKit. It allows users to perform actions like navigation, clicking, typing, and taking screenshots through natural language interfaces.

nodebench-mcp

NodeBench MCP server provides public research memory and tool access for entity intelligence, enabling agents to perform deep research, generate reports, and track entities without requiring signup.

Weni MCP Server

MCP server that enables querying the Weni Insights Engine API for conversation metrics such as totals, resolved, unresolved, and transferred conversations.

personal-memory-mcp

Provides a single-user, append-only, queryable memory store for dated facts with provenance, enabling Claude to persist and correct personal information across conversations via an MCP interface.

MCP Datastore Server

An MCP server that provides simple query capabilities for Google Cloud Datastore, allowing users to list kinds, retrieve entities, run basic queries with pagination, filter entities by equality, and count entities.

Crude Code MCP Server

An oil & gas data-analytics MCP server that enables guarded SQL queries, well valuation, and map rendering within chat apps.

Tesla MCP Server

An MCP server that connects to the Tesla Fleet API, allowing users to control vehicles and retrieve real-time status updates through Claude and other AI assistants. It supports functions such as waking up vehicles, viewing detailed vehicle information, and debugging via both stdio and HTTP/SSE transports.

debug-thinking

Structures debugging processes into a persistent knowledge graph, enabling problem decomposition, hypothesis testing, and reusable solution discovery.

pathways-mcp-server

Exposes health segmentation data from the Pathways platform, enabling natural language queries about population segments, metrics, and geographic distributions across countries like Senegal and Kenya.

MCP Development Environment

Provides a Docker-based development environment with Python and Node.js MCP servers, enabling file operations, SQL queries, Redis caching, and debugging for building and testing MCP servers.

x-post-fetcher-mcp

Fetches X (Twitter) user tweets and profile information via MCP, supporting both local stdio and remote HTTP/SSE transports with optional API key authentication.

Google Search MCP Server

Enables Google search functionality through the Google Custom Search API with enterprise-grade security authentication. Supports streamable HTTP transport protocol for real-time search operations with configurable result limits.

MCP Server for Paddle Billing

鏡 (Kagami)

ProjectDiscovery MCP Server

Integrates ProjectDiscovery security tools to perform automated reconnaissance, subdomain discovery, and vulnerability scanning. It enables comprehensive bug hunting workflows by chaining tools like subfinder, naabu, and nuclei into a unified pipeline.

Brave Deep Research MCP

An MCP server that enhances Brave Search results by using Puppeteer to extract full webpage content and explore linked pages, enabling AI assistants to perform comprehensive web research with configurable depth.

MCP Demo - Document Search Server

A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.

mcp-docs

Enables AI agents to search Nokia product documentation with hybrid BM25+vector search and return section-precise deep-link citations.

a207-report-mcp

Aggregates pediatric CKD patient data from multiple modules to generate unified timeline reports with structured sections, markdown summary, and overall status. Enables clinicians to obtain a comprehensive patient snapshot.

mcp_argo_pipeline

MCP server to dispatch Argo WorkflowTemplates according to pipeline configurations, supporting multiple pipelines, authentication, and remote access.

Aerodrome Swap MCP Server

Integrates with the Aerodrome Swap API to enable token swaps, pool information retrieval, price queries, and quote generation via the MCP framework.

BACH YouTube API MCP Server

Enables access to YouTube data including channel videos, live streams, shorts, video details, transcripts, screenshots, and related content through the Yt API with support for localization and pagination.

mcp-git

A complete Git CLI wrapper for the Model Context Protocol (MCP), enabling AI assistants to perform all git operations through MCP tools.

robotframework-mcp

Enables generating Robot Framework test cases with SeleniumLibrary, creating page object models, and performing performance monitoring through natural language.

mcp-metricool

Enables AI agents to interact with Metricool API for social media metrics, campaign data, and scheduling posts.

MCP Server for Squadcast

Squadcast の個人利用のための MCP サーバー

MCP JSON Navigator

Enables efficient navigation and search of large JSON files (>10MB) through intelligent path exploration and fuzzy search capabilities, designed to save tokens by avoiding loading entire files into context.

Student Founder Governor MCP Server

Acts as a governance layer for student founders, enabling time capacity management, plan validation against hard constraints, and decision logging to prevent overcommitment and build an audit trail.

Data Favor MCP Server

A read-only MCP server for securely querying MongoDB and Firestore to access customer and order data.