MCP Scoreboard

43430

Discovered

→

29451

Scored

→

2111

Verified

→

16952

Complete

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

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
40201	Gmail MCP Server Claim Enables interaction with Gmail through the Gmail API, allowing users to list, r…	—	○ ⏳	—	—	—	—	81	—
40202	Apiverket MCP Server Claim Query Swedish public data from AI tools. Includes company data, SCB statistics,…	—	○ ⏳	—	N/A	N/A	—	—	—
40203	lol-wiki-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40204	Kubernetes MCP Server Claim powerful Kubernetes MCP server with additional support for OpenShift. Besides p…	—	○ ⏳	—	N/A	N/A	—	95	—
40205	news-mcp-server Claim Enables real-time monitoring and analysis of enterprise public opinion with sen…	—	○ ⏳	—	—	—	—	—	—
40206	mcp-memory-graph Claim A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…	—	○ ⏳	—	N/A	N/A	—	—	—
40207	mastra-ai-course Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40208	options-chain-mcp Claim Read-only MCP server for options research with server-side filtering to reduce …	—	○ ⏳	—	—	—	—	—	—
40209	Picsha AI MCP Server Claim MCP server for Picsha AI platform enabling LLMs to search, upload, and manage d…	—	○ ⏳	—	N/A	N/A	—	—	—
40210	youtube Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40211	Python MCP Server Claim A modular server for managing and registering tools, enabling extensible functi…	—	○ ⏳	—	N/A	N/A	—	—	—
40212	youtube-trends-mcp Claim Enables AI assistants to query YouTube search trends, including rising topics, …	—	○ ⏳	—	—	—	—	—	—
40213	FantasyPros API Server Claim Access sports data, news, rankings, and projections seamlessly. Retrieve the la…	—	○ ⏳	—	N/A	N/A	—	95	—
40214	excel-mcp Claim An MCP server for performing Excel file operations including read, write, and m…	—	○ ⏳	—	N/A	N/A	—	—	—
40215	DuckDuckGo MCP Server Claim A basic MCP server with example tools including message echo functionality and …	—	○ ⏳	—	N/A	N/A	—	95	—
40216	kaspi-merchant-mcp Claim Enables managing Kaspi Marketplace orders through AI assistants, including list…	—	○ ⏳	—	—	—	—	—	—
40217	Jira MCP Server Claim An MCP server for integrating with Jira Server instances, enabling natural lang…	—	○ ⏳	—	—	—	—	—	—
40218	Italy Legacy DB AI Bridge Claim Enables AI assistants to securely query Italian legacy ERP databases (AS/400, S…	—	○ ⏳	—	N/A	N/A	—	—	—
40219	Ambari MCP Server Claim Enables AI assistants to manage Apache Ambari clusters, including services, hos…	—	○ ⏳	—	—	—	—	—	—
40220	RPA MCP Server Claim Provides comprehensive desktop automation capabilities including AI-powered vis…	—	○ ⏳	—	N/A	N/A	—	95	—
40221	CrazyNinja Odds Devigger Claim Calculate conservative and alternative sports betting odds with expected value …	—	○ ⏳	—	N/A	N/A	—	95	—
40222	Spotify MCP Server Claim MCP server for the Spotify Web API — gives Claude and other AI assistants tools…	—	○ ⏳	—	—	—	—	—	—
40223	blender-mcp Claim Enables AI-powered control of Blender through natural language, allowing users …	—	○ ⏳	—	N/A	N/A	—	—	—
40224	NexusFeed: ABC License Compliance Claim Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…	—	○ ⏳	—	—	—	—	81	—
40225	SimpleCodeMCP Claim Indexes internal code libraries and exposes them via MCP for AI agents to provi…	—	○ ⏳	—	—	—	—	—	—
40226	GEOScore MCP Server Claim Enables scanning websites for AI search readiness, generating fixes like llms.t…	—	○ ⏳	—	—	—	—	—	—
40227	karate-graph-mcp Claim Enables analysis of Karate framework feature files, extracting dependencies and…	—	○ ⏳	—	N/A	N/A	—	—	—
40228	browserbase Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40229	mcp-server-docx Claim Enables creating professional Word documents from markdown or structured conten…	—	○ ⏳	—	N/A	N/A	—	—	—
40230	PyAutoGUI-MCP Claim Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…	—	○ ⏳	—	N/A	N/A	—	—	—
40231	browser-use MCP Server Claim MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…	—	○ ⏳	—	N/A	N/A	—	95	—
40232	n8n MCP Agent Claim Autonomous AI agent for n8n workflow automation with credential factories, exec…	—	○ ⏳	—	—	—	—	—	—
40233	Drop Beacon Claim 1 MCP server for Drop Beacon (edc4me.com) — search and explore 80,000+ EDC produc…	—	○ ⏳	—	—	—	—	81	—
40234	swiss-food-safety-mcp Claim MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…	—	○ ⏳	—	—	—	—	—	—
40235	ThryxProtocol MCP Server Claim ThryxProtocol v3.1 — gasless AI agent launchpad on Base. 21 tools wrap thryx.fu…	—	○ ⏳	—	N/A	N/A	—	—	—
40236	agents-md Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40237	AgentAuth Claim Identity and auth for AI agents: credentials, tokens, delegations, and permissi…	—	○ ⏳	—	N/A	N/A	—	75	—
40238	ClawPipe Claim Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…	—	○ ⏳	—	N/A	N/A	—	83	—
40239	mcp-server-251215 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40240	PathCourse Health (PCH) Claim Cheaper LLM inference, USDC agent payments via x402, agent identity / reputatio…	—	○ ⏳	—	N/A	N/A	—	—	—
40241	mcp--server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40242	Parcel MCP Server Claim A mock MCP server for small parcel operations, providing tools to track package…	—	○ ⏳	—	—	—	—	—	—
40243	reddirect Claim Reddit MCP Server — No API Keys Required. Browse, post, comment, vote, and mana…	—	○ ⏳	—	N/A	N/A	—	—	—
40244	Opendraft Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40245	browserbase Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40246	mcp-hello Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40247	OpenShift LightSpeed MCP Server Claim Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShif…	—	○ ⏳	—	—	—	—	—	—
40248	mistaike-ai Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40249	Arcane MCP Server Claim Manage your entire Docker infrastructure through natural language with 180 tool…	—	○ ⏳	—	—	—	—	—	—
40250	Obsidian MCP Server Claim Enables AI assistants like Claude to read, search, create, and manage notes in …	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 40201–40250 of 43430 servers

« Prev 1 … 803 804 805 806 807 … 869 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops