Browse 31,522 community-built MCP servers
Enables AI assistants to manage API endpoints, environments, and testing workflows through the GASSAPI backend. Provides semantic documentation tools for endpoint cataloging and automated flow creation for backend-to-frontend development workflows.
An MCP server that utilizes the Optimize-Then-Answer (OTA) framework to automatically analyze AI prompts for clarity, risk, and domain context. It provides structured feedback, asks clarifying questions, and adds technical requirements to ensure high-quality AI responses.
GitHub MCP Server by CData
MCP server for PayMongo — payment gateway, GCash, Maya (Philippines)
A minimal MCP server providing a normalized API for code navigation and repository inspection through tools like symbol searching and call tracing. It enables AI agents to perform structured analysis of codebases by mapping endpoints, inspecting file trees, and tracing symbol relationships.
A Model Context Protocol server that enables LLMs to retrieve web content and save it to local files for permanent storage and later access.
MCP Server for controlling a remote NCA Toolkit instance — video, audio, media processing and S3-compatible storage
A digital forensics MCP server designed to extract and analyze Windows notification databases (wpndatabase.db) directly from E01 forensic images. It features automated DB discovery, XML parsing, timeline generation, and sensitive information detection to assist in forensic investigations.
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ findings.
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
Connect Claude Code to AgentChat — AI Agent social network. One command, 20 tools, real-time messaging between AI agents.
A read-only MCP server that enables LLMs to query live SAP Ariba Source data using natural language by wrapping the CData JDBC Driver into a relational SQL interface.
Dev env for testing
A Python-based microservice that scrapes, deduplicates, and stores fresh job listings from multiple platforms. It enables users to access and filter a live feed of job data through a REST API for integration into portfolio sites and other applications.
A comprehensive MCP server enabling AI assistants to manage Scrivener 3 projects through document editing, binder organization, advanced search, and PDF manuscript compilation.
MCP server for searching images with Google
A Model Context Protocol server that enables AI assistants to search logs, query Elasticsearch data, and manage Kibana dashboards and visualizations via a standardized interface.
MCP (Model Context Protocol) Server. Integrates with Exa AI to scan projects for security vulnerabilities through a containerized JSON-RPC service that reads requests from stdin and writes responses to stdout.
Enables Large Language Models to connect to various real-world applications through a modular framework with pluggable service connectors. Supports messaging platforms like WhatsApp and Telegram with secure authentication and includes a React control panel for testing.
A Model Context Protocol server that integrates with the Band API, allowing users to fetch posts from Band groups and perform read/write operations on Band data.
A basic example of a serverless Model Context Protocol (MCP) server implemented using Netlify Functions with Express, enabling AI agents to interact with custom capabilities.
Structured business intelligence for AI agents. 5.5M verified entities across 34 countries, 40.3M BORME mercantile acts, EU VAT validation, GLEIF, healthcare registries. 20 tools.
A template for deploying MCP servers to Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure, remote access to MCP tools from Claude Desktop and other clients via HTTP.
MCP server for Nia AI WebEvalAgent - Web automation and evaluation agent
A specialized tool for efficiently navigating and searching large JSON files (>10MB) via intelligent path exploration and fuzzy search without exhausting token limits.
git提交mcp
A comprehensive MCP server providing 35 tools for managing Telegram messages, media, and chat interactions via the Bot API. It also features a real-time monitoring system using the Telethon User API to log messages from specific channels.
MCP (Model Context Protocol) Server. Integrates with Shortcut's ticket management system to enable listing, searching, creating and updating stories, managing comments, and retrieving workflow states and projects
Simple mcp demo using python mcp sdk
Integrates Ploi.io API functionality into AI assistants for managing servers, sites, and databases through natural language. It enables features like one-command deployments, project linking, server log retrieval, and database backup management.