MCP Scoreboard

69343

Discovered

→

33980

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 12 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
41751	mcp-rag-server Claim An MCP server that indexes documents and serves relevant context to LLMs via Re…	—	○ ⏳	—	N/A	N/A	—	—	—
41752	mcp-memory-server Claim A knowledge-graph-based persistent memory server for the Model Context Protocol…	—	○ ⏳	—	N/A	N/A	—	—	—
41753	mcp-windows-app-launcher Claim Enables AI assistants to find and launch Windows applications by name using mul…	—	○ ⏳	—	N/A	N/A	—	—	—
41754	llauncher Claim Manages llama.cpp llama-server instances with tools for lifecycle management, c…	—	○ ⏳	—	N/A	N/A	—	—	—
41755	WordPress MCP Server Claim Enables to interact with WordPress sites through the WordPress REST API, fetchi…	—	○ ⏳	—	—	—	—	—	—
41756	Fabler x402 Tools Claim Free catalog and 2,048-character secret-scan preview for Fabler's x402 agent to…	—	○ ⏳	—	—	—	—	—	—
41757	ableton-mind — Ableton Live MCP server Claim Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…	—	○ ⏳	—	N/A	N/A	—	—	—
41758	scpi-mcp Claim An MCP server that enables AI agents to operate an oscilloscope through high-le…	—	○ ⏳	—	N/A	N/A	—	—	—
41759	test-mcp2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41760	hoaster Claim Hosts AI-generated web content (HTML, images, SVG, JSON) at a public URL, with …	—	○ ⏳	—	—	—	—	—	—
41761	mcp-server-gsc Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41762	LocalPulse MCP Claim MCP server for value-first cold outreach to local service businesses, enabling …	—	○ ⏳	—	N/A	N/A	—	—	—
41763	freecrawl Claim Open-source web scraping MCP server with anti-bot bypass, enabling AI models to…	—	○ ⏳	—	—	—	—	—	—
41764	agent-vrm-mcp Claim Enables Claude to generate speech from text and express it through a 3D VRM ava…	—	○ ⏳	—	N/A	N/A	—	—	—
41765	may-day Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41766	Harness Research MCP Claim Enables AI agents to perform professional-grade deep research by aggregating re…	—	○ ⏳	—	—	—	—	—	—
41767	Assay Truth Graph MCP Claim Ground GTM agents in governed, cited company truth.	—	○ ⏳	—	—	—	—	—	—
41768	BinAssistMCP Claim Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…	—	○ ⏳	—	—	—	—	81	—
41769	payments-ai-mcp Claim Launch products and branded checkouts on Payments AI, the Merchant of Record fo…	—	○ ⏳	—	—	—	—	—	—
41770	mcp-server Claim Live AI agent contest platform on Solana mainnet. Compete in skill tournaments …	—	○ ⏳	—	—	—	—	—	—
41771	@xbghc/zotero-mcp Claim Enables querying, creating, and managing Zotero references via the MCP protocol.	—	○ ⏳	—	—	—	—	—	—
41772	Charmnomicon Claim Publish, find, and use small web apps with humans and other agents, and leave e…	—	○ ⏳	—	—	—	—	—	—
41773	tiacommander-mcp Claim MCP server that connects AI assistants to Siemens TIA Portal via the Openness A…	—	○ ⏳	—	N/A	N/A	—	95	—
41774	asktian Claim Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-suppor…	—	○ ⏳	—	—	—	—	—	—
41775	glyphs-info-mcp Claim A unified MCP server for Glyphs font design software, integrating handbook quer…	—	○ ⏳	—	N/A	N/A	—	—	—
41776	eToro Portfolio Connector Claim A read-only MCP server that connects Claude to your eToro account, enabling que…	—	○ ⏳	—	N/A	N/A	—	—	—
41777	goalplanner-share-mcp Claim 1 An MCP server that generates RuneLite Goal Planner import strings from natural …	—	○ ⏳	—	N/A	N/A	—	95	—
41778	procurement-knowledge-mcp Claim MCP server for querying procurement and inventory documents (invoices, purchase…	—	○ ⏳	—	N/A	N/A	—	—	—
41779	n8n-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41780	aya-registry Claim Search 367k+ verified businesses; earn cashback when an agent routes a real pur…	—	○ ⏳	—	—	—	—	—	—
41781	Vision MCP Server Claim Provides image understanding capabilities for MCP clients (e.g., Claude Code) b…	—	○ ⏳	—	—	—	—	—	—
41782	Music360 MCP Claim API do Music360 para agentes de IA - artistas, obras, fonogramas, contratos, sh…	—	○ ⏳	—	—	—	—	—	—
41783	iTechSmart UAIO Claim Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT…	—	○ ⏳	—	—	—	—	—	—
41784	GEP MCP Motor Claim Enables entropy-guided motor control for autonomous tool execution in MCP syste…	—	○ ⏳	—	N/A	N/A	—	95	—
41785	@yawlabs/tailscale-mcp Claim Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…	—	○ ⏳	—	—	—	—	—	—
41786	Remote Cloudflare MCP Server Template Claim A template for deploying unauthenticated Model Context Protocol servers to Clou…	—	○ ⏳	—	—	—	—	81	—
41787	ApplicationController Claim Exposes GUI automation tools to control mouse, keyboard, and screen of the loca…	—	○ ⏳	—	N/A	N/A	—	—	—
41788	Kiwoom Securities MCP Server Claim Read-only MCP server for the Kiwoom Securities REST API: market data, account i…	—	○ ⏳	—	N/A	N/A	—	—	—
41789	desktop-calendar-tauri Claim MCP server for a desktop calendar that allows AI agents to manage events, check…	—	○ ⏳	—	N/A	N/A	—	—	—
41790	ncbi-datasets-mcp Claim An MCP server that gives Claude access to NCBI Datasets v2 — search genome asse…	—	○ ⏳	—	N/A	N/A	—	—	—
41791	Block Lottos Claim Safe Block Lottos MCP for Base tickets and Base or Polygon jackpot reads.	—	○ ⏳	—	N/A	N/A	—	—	—
41792	CodeAtlas AI MCP Server Claim Transforms codebases into a living knowledge graph with AI-powered code analysi…	—	○ ⏳	—	—	—	—	—	—
41793	Space Frontiers MCP Server Claim Enables language models to search and interact with Space Frontiers data source…	—	○ ⏳	—	—	—	—	81	—
41794	Cloudflare Grafitti MCP Server Claim A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …	—	○ ⏳	—	—	—	—	—	—
41795	youtube-mcp-server Claim A local stdio MCP server that gives Claude (or any MCP client) full programmati…	—	○ ⏳	—	N/A	N/A	—	—	—
41796	mcp-server Claim 35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…	—	○ ⏳	—	N/A	N/A	—	—	—
41797	Agent Guild Claim See and steer Claude Code, Codex, Antigravity, Grok, Docker Agent and shell ses…	—	○ ⏳	—	N/A	N/A	—	—	—
41798	pramana-mcp Claim Enables citation-audited deep research with tools for web-grounded answers, sou…	—	○ ⏳	—	N/A	N/A	—	—	—
41799	mcp-flow Claim A safe, local MCP server that lets Claude drive a controlled software-developme…	—	○ ⏳	—	N/A	N/A	—	—	—
41800	meta-data-mcp Claim Query 100+ open data APIs — government, science, finance, environment, and more.	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 41751–41800 of 69343 servers

« Prev 1 … 834 835 836 837 838 … 1387 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops