MCP Scoreboard

69199

Discovered

→

33895

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49801	lucide-svg-mcp Claim An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…	—	○ ⏳	—	N/A	N/A	—	—	—
49802	Ad Creative MCP Server Claim An MCP server that validates, resizes, and optimizes advertising creative asset…	—	○ ⏳	—	—	—	—	—	—
49803	mcp-service Claim A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …	—	○ ⏳	—	—	—	—	—	—
49804	DCL Trust Oracle — AI/LLM Output Audit … Claim AI/LLM agent output audit MCP: policy eval, tamper-evident chain, AI safety, x4…	—	○ ⏳	—	—	—	—	—	—
49805	Weeek MCP Server Claim Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…	—	○ ⏳	—	—	—	—	—	—
49806	mc-mcp-server Claim Enables AI-driven interactions with Minecraft through a WebSocket-based server …	—	○ ⏳	—	—	—	—	—	—
49807	Volta Notes Claim Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…	—	○ ⏳	—	—	—	—	81	—
49808	repo-index-mcp Claim A local codebase retrieval tool that indexes a git repository into SQLite and p…	—	○ ⏳	—	N/A	N/A	—	95	—
49809	wpa-mcp Claim MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait sta…	—	○ ⏳	—	N/A	N/A	—	—	—
49810	mcp-zap Claim MCP server for sending and receiving WhatsApp messages through Evolution API, e…	—	○ ⏳	—	N/A	N/A	—	—	—
49811	D&D Knowledge Navigator Claim Connects AI assistants to Dungeons & Dragons 5e game information via the Model …	—	○ ⏳	—	—	—	—	—	—
49812	EduChain MCP Server Claim Integrates with Claude Desktop to generate educational content such as multiple…	—	○ ⏳	—	—	—	—	—	—
49813	langfuse-mcp-python Claim A Model Context Protocol (MCP) server for comprehensive monitoring and observab…	—	○ ⏳	—	—	—	—	—	—
49814	OLEXI Australian Laws MCP Server Claim Searches AustLII for Australian legislation and case law, enabling AI agents to…	—	○ ⏳	—	—	—	—	—	—
49815	local-mmcp Claim Local multimodal MCP server for vision, document, audio, video, and GUI automat…	—	○ ⏳	—	N/A	N/A	—	—	—
49816	targetprocess-mcp-server Claim Enables AI assistants to query, create, and manage Targetprocess entities like …	—	○ ⏳	—	—	—	—	—	—
49817	athena-mcp Claim Enables users to execute SQL queries, manage workgroups, databases, tables, and…	—	○ ⏳	—	N/A	N/A	—	—	—
49818	mcp-server Claim Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and…	—	○ ⏳	—	—	—	—	—	—
49819	Kalshi MCP Server Claim FastMCP server for Kalshi's Trade API, enabling interaction with prediction mar…	—	○ ⏳	—	—	—	—	—	—
49820	fast-odoo-mcp Claim An MCP server that enables AI assistants to interact with Odoo ERP systems, all…	—	○ ⏳	—	—	—	—	—	—
49821	usaspending-mcp-server Claim Interact with USASPENDING.gov to track government spending over time, search by…	—	○ ⏳	—	—	—	—	—	—
49822	mcp-system-monitor Claim Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…	—	○ ⏳	—	N/A	N/A	—	—	—
49823	mcp-file-lens Claim An MCP server that provides a flexible lens into directory structures and files…	—	○ ⏳	—	N/A	N/A	—	—	—
49824	MLX MCP Server Claim Enables AI assistants like Claude to manage LLM inference by controlling model …	—	○ ⏳	—	N/A	N/A	—	—	—
49825	hwp-form-automation-mcp Claim Automates Hancom Office HWP forms via COM, converting, extracting, field-fillin…	—	○ ⏳	—	N/A	N/A	—	—	—
49826	Books Mandala MCP Claim MCP server enabling AI assistants to search, browse, and discover books from Bo…	—	○ ⏳	—	—	—	—	—	—
49827	resend-mcp-server Claim Enables Claude to send emails via the Resend API using the send_email tool.	—	○ ⏳	—	—	—	—	—	—
49828	kat-tribute-mcp Claim MCP server for foldkit that provides tools and resources for the 7-prime spine,…	—	○ ⏳	—	N/A	N/A	—	—	—
49829	Semrush Universal MCP Server Claim Provides a standardized interface for interacting with Semrush's tools and serv…	—	○ ⏳	—	—	—	—	—	—
49830	open-projects Claim Project management CLI + MCP server for AI agents. Register projects once, open…	—	○ ⏳	—	N/A	N/A	—	—	—
49831	Browser MCP Server Claim Enables AI agents to understand web page structure and content through structur…	—	○ ⏳	—	N/A	N/A	—	—	—
49832	MSSQL MCP Python Server Claim MCP server for safely exposing SQL Server database capabilities to LLM clients,…	—	○ ⏳	—	—	—	—	—	—
49833	BioPharma Sentinel Claim High-strategic intelligence platform for life sciences that enables real-time c…	—	○ ⏳	—	N/A	N/A	—	—	—
49834	Sequential Thinking MCP Server Claim Enables dynamic and reflective problem-solving through a structured thinking pr…	—	○ ⏳	—	N/A	N/A	—	—	—
49835	opencode-webmcp Claim Bridges OpenCode to Chromium's WebMCP API, exposing WebMCP tools from a webpage…	—	○ ⏳	—	N/A	N/A	—	—	—
49836	After Effects MCP Claim Connects your AI assistant to afterAI, a hosted After Effects pipeline. Edit ra…	—	○ ⏳	—	—	—	—	—	—
49837	MCP Subagents Claim Enables hierarchical task planning and execution through recursive code and ana…	—	○ ⏳	—	N/A	N/A	—	95	—
49838	Windbg-MCP Claim Enables AI-driven WinDbg kernel debugging via the Model Context Protocol, allow…	—	○ ⏳	—	N/A	N/A	—	—	—
49839	context-studio Claim MCP server for Context Studio, a file-based CMS for governed marketing document…	—	○ ⏳	—	—	—	—	—	—
49840	Optimike Obsidian Tasks MCP Claim Enables AI-assisted task management by extracting and querying Obsidian Tasks f…	—	○ ⏳	—	N/A	N/A	—	—	—
49841	langgraph-clean-arch Claim MCP server implementing clean architecture with LangGraph for building and mana…	—	○ ⏳	—	N/A	N/A	—	—	—
49842	mcp-vector-search Claim A CLI-first semantic code search tool with MCP integration for AI assistants, e…	—	○ ⏳	—	N/A	N/A	—	—	—
49843	Qdrant MCP Server Claim Enables interaction with Qdrant vector database for storing, searching, and man…	—	○ ⏳	—	—	—	—	—	—
49844	google-docs-mcp Claim MCP server for Google Docs integration with comprehensive document operations s…	—	○ ⏳	—	N/A	N/A	—	—	—
49845	AI Calendar Assistant Claim Provides a set of MCP tools to manage Google Calendar events via natural langua…	—	○ ⏳	—	N/A	N/A	—	—	—
49846	thailand-data-mcp Claim MCP server exposing Thailand data tools including official company-registry loo…	—	○ ⏳	—	—	—	—	—	—
49847	anki-mcp Claim A headless MCP server for Anki flashcards with Google OAuth authentication, ena…	—	○ ⏳	—	—	—	—	—	—
49848	NiceGUI MCP Claim NiceGUI MCP is a docs-first Model Context Protocol server for local NiceGUI dev…	—	○ ⏳	—	N/A	N/A	—	—	—
49849	CollabMCP Claim Provides shared real-time context for Claude Code agents, including scope aware…	—	○ ⏳	—	N/A	N/A	—	—	—
49850	Hippocampal Memory MCP Claim An MCP server for neuroanatomically-inspired memory consolidation using Neo4j a…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 49801–49850 of 69199 servers

« Prev 1 … 995 996 997 998 999 … 1384 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops