MCP Scoreboard

66427

Discovered

→

31779

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 5 hours, 39 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
64201	Industrial MCP Claim An open-source MCP server that bridges AI models with industrial equipment, sup…	—	○ ⏳	—	N/A	N/A	—	—	—
64202	zxoar Claim Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…	—	○ ⏳	—	N/A	N/A	—	—	—
64203	MCP Agent Toolkit Claim An MCP server providing tools for read-only SQL queries, REST API calls, sandbo…	—	○ ⏳	—	—	—	—	—	—
64204	mysql-mcp-tool Claim Enables AI models to interact with MySQL databases through MCP protocol, suppor…	—	○ ⏳	—	—	—	—	—	—
64205	Tailscale MCP Server Claim Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…	—	○ ⏳	—	—	—	—	81	—
64206	Universal MCP Server Claim A universal MCP server providing calculator and API calling tools, deployable o…	—	○ ⏳	—	—	—	—	—	—
64207	tiingo-mcp Claim An MCP server that wraps the Tiingo financial data API, enabling access to stoc…	—	○ ⏳	—	—	—	—	—	—
64208	ZGTS Derma Roller Claim Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…	—	○ ⏳	—	—	—	—	81	—
64209	arxiv-analyzer Claim Enables LLM agents to search arXiv, download papers, parse PDFs into structured…	—	○ ⏳	—	N/A	N/A	—	—	—
64210	mcp-cli Claim Yet another CLI tool for testing MCP servers	—	○ ⏳	—	N/A	N/A	—	95	—
64211	SMI Aware Assistant Claim Remote MCP server exposing SMI Aware tools, resources, and skills over Streamab…	—	○ ⏳	—	—	—	—	—	—
64212	memento Claim Local-first, LLM-agnostic memory layer for AI assistants.	—	○ ⏳	—	N/A	N/A	—	—	—
64213	InfluxDB Natural Language Query MCP Ser… Claim Enables users to generate and execute InfluxDB queries using natural language c…	—	○ ⏳	—	—	—	—	81	—
64214	mcp-server-couchbase Claim Couchbase Model Context Protocol Server to interact with Couchbase clusters	—	○ ⏳	—	N/A	N/A	—	—	—
64215	Yandex Delivery MCP Claim MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…	—	○ ⏳	—	—	—	—	—	—
64216	kond-royalties-agent Claim MCP server for querying artist royalty performance in Brazilian Portuguese, usi…	—	○ ⏳	—	—	—	—	—	—
64217	Billium Claim Official Billium MCP server: manage crypto invoices, payments, and webhooks fro…	—	○ ⏳	—	N/A	N/A	—	—	—
64218	UniArticles MCP Server Claim Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…	—	○ ⏳	—	—	—	—	95	—
64219	kitty-hive Claim MCP server for multi-agent collaboration enabling AI agents to communicate, del…	—	○ ⏳	—	—	—	—	—	—
64220	panini-connector-mcp Claim Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…	—	○ ⏳	—	N/A	N/A	—	—	—
64221	minizinc-mcp Claim Enables solving constraint satisfaction and optimization problems using MiniZin…	—	○ ⏳	—	—	—	—	—	—
64222	cost-seg-smart Claim Cost segregation study pricing and Year-1 depreciation/tax-savings estimates fo…	—	○ ⏳	—	—	—	—	—	—
64223	opchain Claim Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, s…	—	○ ⏳	—	—	—	—	—	—
64224	Remote MCP Server (Authless) Claim A template for deploying authentication-free MCP servers on Cloudflare Workers …	—	○ ⏳	—	—	—	—	81	—
64225	Korea Real Estate MCP Claim Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…	—	○ ⏳	—	—	—	—	—	—
64226	cloud-security-scanner Claim Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…	—	○ ⏳	—	—	—	—	81	—
64227	feishu-user-mcp Claim MCP server enabling Feishu/Lark operations including messaging as user, documen…	—	○ ⏳	—	N/A	N/A	—	—	—
64228	Synlake — Cloud Infrastructure for AI A… Claim Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…	—	○ ⏳	—	—	—	—	—	—
64229	Wellness Project Claim 63 tools for Apple Health, Fitbit, Oura & Health Connect data in Claude, ChatGP…	—	○ ⏳	—	—	—	—	—	—
64230	Whoop MCP Server Claim Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…	—	○ ⏳	—	N/A	N/A	—	—	—
64231	Cognitive Browser Claim 105-tool browser automation with cognitive user simulation, visual testing, per…	—	○ ⏳	—	—	—	—	81	—
64232	The Neural Ledger Intelligence Claim Read-only global event and evidence intelligence with entities, assets, and imp…	—	○ ⏳	—	N/A	N/A	—	—	—
64233	StockScreen MCP Server Claim A Model Context Protocol (MCP) server providing comprehensive stock screening c…	—	○ ⏳	—	—	—	—	—	—
64234	agent-readiness-auditor Claim Audits any website for AI agent readiness and safety, scoring prompt injection …	—	○ ⏳	—	N/A	N/A	—	—	—
64235	Meta Ads MCP Claim Enables AI-powered analysis, management, and optimization of Meta advertising c…	—	○ ⏳	—	—	—	—	81	—
64236	hyperd-mcp Claim Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.	—	○ ⏳	—	N/A	N/A	—	—	—
64237	SERP Agent SEO Claim Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…	—	○ ⏳	—	—	—	—	—	—
64238	aethereum Claim Keep your AI coding agents in sync: shared contracts, intent, and breaking-chan…	—	○ ⏳	—	—	—	—	—	—
64239	Qatar Payments (Tap Payments — cards / … Claim Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds …	—	○ ⏳	—	—	—	—	—	—
64240	SanTech Content Engine MCP Server Claim Enables YouTube competitor research, signal analysis, and transcript-aware pack…	—	○ ⏳	—	—	—	—	—	—
64241	witch-journey-mcp Claim Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…	—	○ ⏳	—	N/A	N/A	—	—	—
64242	keyso-mcp Claim MCP server for Keys.so SEO API, enabling domain and keyword analysis, competito…	—	○ ⏳	—	—	—	—	—	—
64243	flight-tracker Claim Provides comprehensive flight tracking capabilities using the OpenSky Network A…	—	○ ⏳	—	—	—	—	—	—
64244	kakaotalk-mcp Claim Controls KakaoTalk PC via Win32 API, enabling message sending, reading, and cha…	—	○ ⏳	—	N/A	N/A	—	—	—
64245	rag-mcp Claim A RAG service based on FastMCP that enables document indexing and retrieval (ke…	—	○ ⏳	—	N/A	N/A	—	—	—
64246	elster-mcp-server Claim An MCP server that allows AI assistants like Claude to automate interactions wi…	—	○ ⏳	—	N/A	N/A	—	—	—
64247	woow-odoo-mcp-server Claim A production-ready admin bundle for Odoo MCP Server deployments, providing a we…	—	○ ⏳	—	—	—	—	—	—
64248	OSV-Scanner-MCP Claim Enables scanning Java (Maven) projects for known vulnerabilities via natural la…	—	○ ⏳	—	N/A	N/A	—	—	—
64249	Weik.io Integration Expert MCP Server Claim Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…	—	○ ⏳	—	—	—	—	—	—
64250	haver-governance-mcp Claim Provides identity, permission, audit, and recall for healthcare AI agents, with…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 64201–64250 of 66427 servers

« Prev 1 … 1283 1284 1285 1286 1287 … 1329 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops