MCP Scoreboard

64126

Discovered

→

30355

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 4 hours, 47 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
63451	Bankstatemently Claim Parse PDF bank statements into structured transactions, accounts, and balances.	—	○ ⏳	—	—	—	—	—	—
63452	GitHub Context MCP Server Claim Enables Claude to access and manage GitHub repositories dynamically at runtime,…	—	○ ⏳	—	N/A	N/A	—	—	—
63453	spacetrack-mcp Claim MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…	—	○ ⏳	—	—	—	—	—	—
63454	korea-stock-mcp Claim Enables AI-powered analysis of Korean stock market data and corporate disclosur…	—	○ ⏳	—	—	—	—	—	—
63455	clippy Claim AI agents can Create rooms and store/retrieve text and images, and hand link to…	—	○ ⏳	—	—	—	—	—	—
63456	Gateway MCP Server (mcpware) Claim Routes MCP requests intelligently to multiple backend servers through a single …	—	○ ⏳	—	—	—	—	81	—
63457	Postgres-Neo4j MCP Server Claim Enables natural language queries to a Neo4j knowledge graph built from PostgreS…	—	○ ⏳	—	—	—	—	—	—
63458	MainWP MCP Server Claim Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…	—	○ ⏳	—	N/A	N/A	—	—	—
63459	Opti-MCP Claim Enables AI assistants to solve linear, integer, mixed-integer, and knapsack opt…	—	○ ⏳	—	N/A	N/A	—	—	—
63460	HireScript MCP Server Claim Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…	—	○ ⏳	—	—	—	—	81	—
63461	agent-drop Claim Enables local file exchange between users and CLI agents via a web UI and MCP s…	—	○ ⏳	—	N/A	N/A	—	—	—
63462	FastMCP Example Server Claim Educational example of an MCP server built with FastMCP, demonstrating how to e…	—	○ ⏳	—	—	—	—	—	—
63463	opencode-docs-mcp Claim Enables AI models to search, browse, and retrieve full content of OpenCode docu…	—	○ ⏳	—	—	—	—	—	—
63464	news-dashboard Claim Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save …	—	○ ⏳	—	—	—	—	—	—
63465	ArvanCloud MCP Server Claim Enables AI agents to manage the entire ArvanCloud platform (compute, networking…	—	○ ⏳	—	—	—	—	—	—
63466	PRD Creator MCP Server Claim Enables AI systems to generate detailed, well-structured Product Requirements D…	—	○ ⏳	—	—	—	—	—	—
63467	Modular RAG MCP Server Claim A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…	—	○ ⏳	—	N/A	N/A	—	—	—
63468	tushare-mcp-http Claim A MCP server that provides HTTP-based access to Tushare financial data, enablin…	—	○ ⏳	—	—	—	—	—	—
63469	ScrapeGraph Claim Extract structured data and clean content from websites. Convert pages to reada…	—	○ ⏳	—	N/A	N/A	—	95	—
63470	Fetch MCP Server Claim Fetches web content and returns it in HTML, JSON, plain text, or Markdown forma…	—	○ ⏳	—	—	—	—	—	—
63471	AgentVault MCP Server Claim Enables AI agents to manage secrets and credentials from a secure vault via MCP…	—	○ ⏳	—	—	—	—	—	—
63472	M365 MCP Claim MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…	—	○ ⏳	—	N/A	N/A	—	—	—
63473	AgentScore Claim Trust scoring for AI agents via MCP. Check any agent's reputation before transa…	—	○ ⏳	—	N/A	N/A	—	95	—
63474	Parley Claim A transport-agnostic MCP seam for messages, context sharing, and task hand-off …	—	○ ⏳	—	—	—	—	—	—
63475	encoder-ai-mcp Claim encoder-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
63476	remote-mcp-server-authless Claim Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…	—	○ ⏳	—	—	—	—	—	—
63477	Apple MCP Claim Enables AI agents to access iCloud Calendar, Reminders, and Mail with configura…	—	○ ⏳	—	—	—	—	—	—
63478	Context Memory MCP Server Claim Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…	—	○ ⏳	—	N/A	N/A	—	—	—
63479	Weather MCP Server Claim Provides weather information and time utilities for AI assistants, enabling the…	—	○ ⏳	—	N/A	N/A	—	—	—
63480	AgentRecall Claim Persistent, compounding memory for AI agents across sessions. Uses the Intellig…	—	○ ⏳	—	—	—	—	—	—
63481	GongMun Doctor MCP ⚡ Claim Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…	—	○ ⏳	—	N/A	N/A	—	95	—
63482	sjtu-canvas-mcp Claim Provides MCP tools to read SJTU Canvas data, download course files, and access …	—	○ ⏳	—	N/A	N/A	—	—	—
63483	media-mcp Claim Enables users to manage Sonarr and Radarr instances through natural language, a…	—	○ ⏳	—	N/A	N/A	—	—	—
63484	LeyChile MCP Claim MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…	—	○ ⏳	—	—	—	—	—	—
63485	Sales Intelligence Claim 12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…	—	○ ⏳	—	—	—	—	81	—
63486	MCP-Memory-LanceDB-Pro Claim A full-featured long-term memory system for Claude Code that persistently store…	—	○ ⏳	—	N/A	N/A	—	—	—
63487	gdb-mcp Claim MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…	—	○ ⏳	—	N/A	N/A	—	—	—
63488	vito-mcp Claim MCP server wrapping the full VitoDeploy REST API to manage projects, servers, s…	—	○ ⏳	—	—	—	—	—	—
63489	Clamp Analytics Claim 1 MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…	—	○ ⏳	—	—	—	—	81	—
63490	MineCode MCP Claim MineCode is a local MCP server that provides AI assistants with real-time acces…	—	○ ⏳	—	N/A	N/A	—	—	—
63491	Kingbase MCP Server Claim A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…	—	○ ⏳	—	—	—	—	—	—
63492	mindkeg-mcp Claim Helps AI coding agents remember what they learn across sessions by storing and …	—	○ ⏳	—	N/A	N/A	—	—	—
63493	contabo-mcp Claim Enables full operational control over Contabo VPS/VDS infrastructure through na…	—	○ ⏳	—	—	—	—	—	—
63494	color-palette Claim Cloudflare Workers MCP server: color-palette	—	○ ⏳	—	—	—	—	—	—
63495	music-assistant-mcp-plus Claim A comprehensive MCP server that enables AI assistants to control music playback…	—	○ ⏳	—	—	—	—	—	—
63496	Tunova Claim Generate music with Suno (v5.5) from any MCP client — async, and billed only on…	—	○ ⏳	—	—	—	—	—	—
63497	powerbi-mcp Claim Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…	—	○ ⏳	—	N/A	N/A	—	—	—
63498	GameDev-MCP-Server Claim Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unr…	—	○ ⏳	—	N/A	N/A	—	—	—
63499	Teams MCP Claim Enables AI assistants to interact with Microsoft Teams, users, and organization…	—	○ ⏳	—	—	—	—	—	—
63500	flight-logger-mcp Claim flight-logger-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 63451–63500 of 64126 servers

« Prev 1 … 1268 1269 1270 1271 1272 … 1283 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops