Browse 31,432 community-built MCP servers
An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health reporting.
A template and starting point for deploying authentication-free MCP servers on Cloudflare Workers using Server-Sent Events (SSE). It provides the scaffolding needed to build and host remote MCP tools that can be accessed by clients like Claude Desktop or the Cloudflare AI Playground.
A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.
Provides general-purpose utility tools for Computer Agent ecosystem integration, including meeting data downloads from Read.AI platform and server status monitoring. Currently supports basic utility operations with planned expansion for more productivity tools.
AI financial coaching powered by real bank data — cash flow, alerts, and savings
A standalone MCP server that exposes Eyra Accelerator API endpoints as tools for AI assistants via SSE transport. It enables secure interaction with the target API by proxying requests and handling authentication automatically.
An MCP server that enables interaction with the MailScript API, allowing management of email workflows and automation through natural language commands.
An MCP-compliant server that enables the execution of pytest test suites and the storage of results into a QA platform database. It allows AI models to trigger test runs, track execution progress, and retrieve historical test data through specialized tool interfaces.
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility
A specialized MCP server providing mathematically scored financial data and technical analysis for global stocks and crypto markets to prevent AI hallucinations using daily closed market data.
Enables capturing screenshots and annotating images with boxes, arrows, text, highlights, and other shapes, plus editing features like blur, crop, and resize with flexible export options.
An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted IT service management through natural language. It exposes 41 tools for managing tickets, assets, CMDB, knowledge base articles, and other core TDX domains.
A system that transforms documentation repositories into structured educational courses and exposes them through MCP for AI-driven tutoring.
Crypto wallet balances, ERC-20 tokens, USD values across Base and Ethereum. x402.
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum technique for iterative, self-referential AI development loops.
A utility MCP server built with FastMCP that provides tools for counting specific character frequencies in strings and generating UUIDv7 identifiers.
LinkedIn prospection automation — find leads, score (fit+intent+urgency), qualify, personalize messages, run full pipeline, manage sales funnel. 7 MCP tools.
Provides access to date-fns documentation and utilities through MCP. Enables users to query and interact with the comprehensive date manipulation library's documentation and functions.
Enables AI assistants to perform statistical analysis on MySQL databases, generating formatted Excel reports with t-tests and effect sizes, and creating thesis-quality Word documents with AI-powered insights.
MCP server for Yelp - search businesses, read reviews, make reservations
A read-only MCP server that enables users to query and explore StarRocks databases through AI assistants like Claude. It supports SQL execution, schema discovery, and secure LDAP authentication for data analysis and metadata exploration.
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.
Provides access to coding standards, project documentation, and development rules from Luskad.com to help AI assistants adhere to team-specific guidelines.
Provides standardized access to Hong Kong stock market data and professional research reports, including broker insights and company notices. It enables intelligent searching, batch queries, and preset analysis templates for market sentiment and investment logic.
Enables SSH connectivity and remote command execution on servers, allowing users to test connections and run commands remotely with support for both local networks and public servers.
Enables AI tools to interact with ConfigCat's feature flag platform. Supports managing feature flags, configs, environments, products or organizations. Helps to integrate ConfigCat SDK, implement feature flags or remove zombie (stale) flags.
MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performance reports
Enables AI assistants to query and analyze logs from Graylog instances using universal search with relative or absolute time windows, supporting both full result retrieval and lightweight count-only queries.
An MCP server for PostgreSQL integration that provides read-only access to query databases, list tables, and describe table structures securely with automatic limits.