Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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MCP server for LRCLIB. Search tracks and fetch plain or time-synced (LRC) lyrics. No API key required.
1. **请求(Request)**: 客户端向服务器发送一个JSON-RPC请求,例如`tool_run`,要求执行一个名为`read_file`的工具。 2. **分发(Dispatch)**: `server.py`中的MCP服务器核心接收请求,并将其分派给`ToolRegistry`。
MCP server for email compatibility analysis — preview, analyze, fix, diff, and capture screenshots across 21 email clients via Claude or any
A Model Context Protocol (MCP) server for DataHub
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your
MCP server for Microsoft Defender Advanced Hunting - execute KQL queries via natural language
ipify MCP.
Python implementation to spawn ephemeral Model Context Protocol (MCP) servers using the kubernetes API.
Model Context Protocol Hyperweb products
A Model Context Protocol (MCP) server for managing GitHub Projects
MCP server for stock screening — technical, fundamental, options, news screening, watchlists and dividend rankings
MCP server for Google Veo AI video generation
A simple MCP server that exposes a website fetching tool using SSE transport.
A comprehensive MCP (Model Context Protocol) server providing OpenStack cluster management and monitoring capabilities with built-in safety controls.
All six Mamba Labs GTM signal tools in one MCP server: hiring, tech, ICP, and more. Clay-ready.
GraphQL MCP server for AI assistants
ntfy MCP server—reach the operator on their phone and wait for a reply before continuing
MCP Codebase Insight Server
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools
Zoom MCP Pack
Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Clay-ready.
Model Context Protocol servers
The set of servers and tools in this repo is fluid and will evolve over time. We welcome contributions to this repo - please first read the
A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.
MCP server wrapping the Tesla Fleet API and TeslaMate API
Schema compression (83%+ savings) + security proxy for MCP servers — SSRF, injection, rate limit
A production-grade TypeScript template for scalable MCP servers with built-in observability.
SAP GUI for Windows automation for AI agents - 57 structured tools via SAP GUI Scripting API
MCP server that exposes a Telegram bot
An MCP server that exposes NumPy functionality
Provides AI assistants with direct access to Mapbox developer APIs and documentation.
MCP server for temporary email management using ChatTempMail API
Manifest-driven MCP server scaffolder and runtime hub for tool integrations.
MCP server for Bitso — Latin American crypto exchange, trading, funding, withdrawals
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing
Security scanner for MCP servers with vulnerability detection and prompt injection analysis.
NASA-validated computed planetary positions for your AI — 19 astrology tools, never hallucinated.
Atomic multi-file find-and-replace — 80% fewer tool calls, 50% less context usage
Amplitude MCP Pack
An MCP server that validates mermaid diagrams
command-line client for interacting with Model Context Protocol (MCP) servers.
Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for 25+ leagues
Shodan MCP Server – network reconnaissance, DNS operations, and vulnerability intelligence
Jenkins MCP server with bearer token authentication support
An unofficial MCP interface to interact with the PapersWithCode API
Full-featured Gitee MCP server covering all Gitee API v5 endpoints
MCP-compatible LLM gateway that proxies completion requests.
MCP server for data visualization with Mermaid charts.
An experimental MCP server for controlling Apple Music.
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP.
Pathrule Remote MCP server
MCP server wrapping abap-adt-api for ABAP ADT development workflows against SAP systems
MCP server exposing MySQL database functionalities as tools
Model context protocol server for openMSX automation and control
NAVI Protocol MCP is an open Model Context Protocol service. It packages scattered capabilities across the NAVI Protocol ecosystem-including lending
MCP server for Bitrix24 Tasks, Workgroups, and Users. Implements MCP/JSON-RPC over STDIO.
Gmail Model Context Protocol server with recipient allowlist and local audit log.
MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap's
MCP server for Google search results via SERP API