MCP Scoreboard

67181

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 28 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
40501	PLTM-Claude Claim An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…	—	○ ⏳	—	N/A	N/A	—	—	—
40502	MCP Server App Claim An MCP server with LangGraph agent integration that enables AI agents to use cu…	—	○ ⏳	—	—	—	—	—	—
40503	Kubeflow MCP Server Claim AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…	—	○ ⏳	—	—	—	—	—	—
40504	billforward-mcp Claim Enables LLMs to interact with Billforward's billing and subscription management…	—	○ ⏳	—	—	—	—	—	—
40505	CutterMCP-plus Claim Enables LLMs to automate reverse engineering tasks using Cutter, including func…	—	○ ⏳	—	N/A	N/A	—	—	—
40506	FastMCP MCP Server Claim A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…	—	○ ⏳	—	N/A	N/A	—	—	—
40507	Baidu Netdisk Knowledge MCP Claim Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…	—	○ ⏳	—	N/A	N/A	—	—	—
40508	@sendbyte/mcp Claim Enables AI agents to send emails and manage sending domains, templates, analyti…	—	○ ⏳	—	N/A	N/A	—	—	—
40509	Enhanced Cognee Claim Enterprise-grade AI memory infrastructure with multi-agent support, providing 1…	—	○ ⏳	—	N/A	N/A	—	—	—
40510	revenuecat-mcp Claim MCP server for RevenueCat that lets AI agents query subscriber data, check enti…	—	○ ⏳	—	N/A	N/A	—	—	—
40511	mcp-netmiko-server Claim Enables LLMs to interact with network devices via SSH (netmiko), allowing comma…	—	○ ⏳	—	—	—	—	—	—
40512	Terrain Claim Terrain indexes entire codebases into a queryable knowledge graph, providing AI…	—	○ ⏳	—	N/A	N/A	—	—	—
40513	npc Claim A browser automation MCP server that lets your IDE control your real browser (C…	—	○ ⏳	—	N/A	N/A	—	95	—
40514	mcp-mijia Claim Enables AI assistants to control Xiaomi Mi Home smart devices through natural l…	—	○ ⏳	—	N/A	N/A	—	—	—
40515	MCP Research Assistant Claim A custom MCP server that enables AI assistants to perform comprehensive researc…	—	○ ⏳	—	N/A	N/A	—	—	—
40516	lightfast-mcp Claim Production-ready MCP server implementations for creative applications, enabling…	—	○ ⏳	—	N/A	N/A	—	—	—
40517	fin-data-mcp-server Claim A Model Context Protocol server providing free financial market data across 13 …	—	○ ⏳	—	—	—	—	—	—
40518	mcp-osrs Claim MCP server for the Old School RuneScape Wiki, game data, Grand Exchange prices,…	—	○ ⏳	—	—	—	—	—	—
40519	Gyst MCP Claim Enables listing and updating clients, projects, and tickets from your editor vi…	—	○ ⏳	—	—	—	—	—	—
40520	Tyra Advanced Memory MCP Server Claim A sophisticated MCP server providing advanced memory capabilities with RAG, hal…	—	○ ⏳	—	N/A	N/A	—	95	—
40521	wazuh-mcp-server Claim AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…	—	○ ⏳	—	—	—	—	—	—
40522	jupyter-notebook-mcp Claim A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …	—	○ ⏳	—	N/A	N/A	—	—	—
40523	kicktipp-agent Claim MCP server for kicktipp.com that enables AI assistants to view match data, lead…	—	○ ⏳	—	N/A	N/A	—	—	—
40524	Google Docs MCP Server Claim A powerful Model Context Protocol (MCP) server implementation for seamless Goog…	—	○ ⏳	—	—	—	—	—	—
40525	job-monitor Claim Searches LinkedIn, Indeed, USAJobs, and Google Jobs from the command line, dedu…	—	○ ⏳	—	N/A	N/A	—	—	—
40526	drive-mcp Claim MCP server enabling file operations (list, search, read, rename, move) on Googl…	—	○ ⏳	—	N/A	N/A	—	—	—
40527	universal-mail-mcp Claim A cross-platform MCP server that provides Claude with email access via IMAP, su…	—	○ ⏳	—	N/A	N/A	—	—	—
40528	agent-hq Claim An MCP server that provides shared memory, kanban board, and agent registry for…	—	○ ⏳	—	N/A	N/A	—	—	—
40529	bus-scheduling-mcp Claim Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…	—	○ ⏳	—	N/A	N/A	—	—	—
40530	mcp-dependency-version Claim Enables users to look up package versions, scan for vulnerabilities, and analyz…	—	○ ⏳	—	N/A	N/A	—	—	—
40531	FofaMap Claim A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…	—	○ ⏳	—	N/A	N/A	—	—	—
40532	mcp-geico Claim An MCP server that enables AI agents to interact with GEICO insurance services,…	—	○ ⏳	—	N/A	N/A	—	—	—
40533	Cloudflare API MCP Server Claim A lightweight MCP server for managing DNS records, purging cache, and interacti…	—	○ ⏳	—	—	—	—	81	—
40534	Cleo Compliance Skills MCP Claim Cleo Skills MCP turns 45 production-grade product-compliance skills into a nati…	—	○ ⏳	—	—	—	—	—	—
40535	ClearMarket Claim Reference data for prediction markets: graded resolution clarity, cross-venue l…	—	○ ⏳	—	—	—	—	—	—
40536	XCREENER Claim Local stdio MCP bridge for XCREENER's XQL screener API — validate, explain, and…	—	○ ⏳	—	N/A	N/A	—	—	—
40537	unsubly Claim MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…	—	○ ⏳	—	—	—	—	—	—
40538	mcp Claim Payment firewall for AI agents: a signed, verifiable verdict on every money-mov…	—	○ ⏳	—	N/A	N/A	—	—	—
40539	langchain-mcp-user-query-demo Claim A demonstrative MCP server that exposes a query-user tool for retrieving user i…	—	○ ⏳	—	N/A	N/A	—	—	—
40540	wallet-analytics-mcp Claim Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…	—	○ ⏳	—	—	—	—	—	—
40541	database-explorer-mcp Claim Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…	—	○ ⏳	—	N/A	N/A	—	—	—
40542	Appian MCP Server Claim Enables interaction with Appian applications through the Model Context Protocol…	—	○ ⏳	—	—	—	—	—	—
40543	Google Sheets MCP Server Claim Enables to read, write, format cells, create charts, use formulas, and manage G…	—	○ ⏳	—	—	—	—	—	—
40544	WingmanProtocol Agent Gateway Claim Durable self for AI agents: one-call resume, memory, real browser, free chat + …	—	○ ⏳	—	—	—	—	—	—
40545	Elyan Staking MCP Server Claim Enables AI agents to stake tokens for skill acquisition and verify staking verd…	—	○ ⏳	—	N/A	N/A	—	—	—
40546	gmail-mcp5 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40547	bell-mcp Claim A local MCP server that rings a bell through your speakers to provide audible n…	—	○ ⏳	—	N/A	N/A	—	—	—
40548	Reference Servers Claim Explore a variety of implementations that enhance Large Language Models with se…	—	○ ⏳	—	N/A	N/A	—	95	—
40549	geond-agent-protocol Claim Local-first shared memory and coordination layer for AI coding agents: reposito…	—	○ ⏳	—	—	—	—	—	—
40550	receiptconverter-mcp Claim MCP server for ReceiptConverter that allows AI assistants to parse any receipt …	—	○ ⏳	—	—	—	—	—	—

Showing 40501–40550 of 67181 servers

« Prev 1 … 809 810 811 812 813 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops