MCP Scoreboard

45235

Discovered

→

29507

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 13 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
29951	zte-f680-mcp Claim MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…	—	○ ⏳	—	N/A	N/A	—	—	—
29952	GIMP MCP Claim Enables AI models and external applications to control GIMP remotely via the Mo…	—	○ ⏳	—	N/A	N/A	—	—	—
29953	Space Frontiers MCP Server Claim Enables language models to search and interact with Space Frontiers data source…	—	○ ⏳	—	—	—	—	81	—
29954	gotham-browser Claim Enables Claude Code to control a real browser using AI for web scraping, compet…	—	○ ⏳	—	—	—	—	—	—
29955	notification-mcp Claim Enables sending push notifications via Bark and PushDeer services, supporting m…	—	○ ⏳	—	—	—	—	—	—
29956	Mapify MCP Server Claim Enables AI assistants to generate interactive mind maps from text, YouTube vide…	—	○ ⏳	—	—	—	—	—	—
29957	ItchWHMMCP Claim A local MCP server for managing WHM and cPanel servers through AI clients, supp…	—	○ ⏳	—	N/A	N/A	—	—	—
29958	Redfish MCP Server Claim Enables AI agents to manage infrastructure through natural language queries to …	—	○ ⏳	—	—	—	—	—	—
29959	TeamCity MCP Server Claim Enables management of TeamCity CI/CD operations through natural language comman…	—	○ ⏳	—	—	—	—	—	—
29960	Sanity MCP Server Claim A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …	—	○ ⏳	—	—	—	—	—	—
29961	acrawl Claim Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…	—	○ ⏳	—	N/A	N/A	—	—	—
29962	figma-mcp Claim Enables AI agents to read, inspect, and export Figma designs programmatically. …	—	○ ⏳	—	—	—	—	—	—
29963	mcp-py-devto Claim Enables interaction with dev.to platform through a message-based architecture, …	—	○ ⏳	—	—	—	—	—	—
29964	Stellar Memory Claim 1 Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…	—	○	—	N/A	N/A	—	61	—
29965	aihw-mcp Claim Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…	—	○ ⏳	—	N/A	N/A	—	—	—
29966	vibie-mcp Claim Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…	—	○ ⏳	—	—	—	—	—	—
29967	number-automation Claim Greet people by name with quick, friendly salutations. Explore the origin story…	—	○ ⏳	—	N/A	N/A	—	95	—
29968	adzuna-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
29969	ChainRay Claim The most complete blockchain data and intelligence service for AI agents. 94 en…	—	○ ⏳	—	—	—	—	81	—
29970	Edgar MCP Service Claim Enables deep analysis of SEC EDGAR filings through universal company search, do…	—	○ ⏳	—	—	—	—	81	—
29971	plantos Claim Agricultural intelligence MCP server providing soil analysis, weather data, cro…	—	○ ⏳	—	N/A	N/A	—	95	—
29972	Cold's MCP Server - Project Management … Claim Enables AI assistants to create, manage, and track projects with associated tod…	—	○ ⏳	—	—	—	—	—	—
29973	secfinapi-mcp Claim Standardized SEC EDGAR financial data — income statements, balance sheets, cash…	—	○ ⏳	—	—	—	—	—	—
29974	ProxmoxMCP Claim A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…	—	○ ⏳	—	—	—	—	—	—
29975	mcp-google-tasks Claim Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…	—	○ ⏳	—	N/A	N/A	—	—	—
29976	voice-mcp-server Claim Enables AI agents to speak and listen in real-time with interruption handling, …	—	○ ⏳	—	N/A	N/A	—	—	—
29977	Sublime Text MCP Claim MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…	—	○ ⏳	—	N/A	N/A	—	—	—
29978	dependency-migration-mcp Claim Through-the-upgrade dependency-migration briefs for LLM coding agents.	—	○ ⏳	—	N/A	N/A	—	—	—
29979	sourcesage Claim SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…	—	○ ⏳	—	N/A	N/A	—	95	—
29980	Claude Flow MCP Claim Integrates with Claude Code to execute AI-powered code analysis and workflow au…	—	○ ⏳	—	N/A	N/A	—	—	—
29981	StockLens Claim Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…	—	○ ⏳	—	—	—	—	—	—
29982	DataNexus MCP Claim Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…	—	○ ⏳	—	—	—	—	—	—
29983	Replicate Imagen 4 MCP Server Claim Enables high-quality image generation using Google's Imagen 4 Ultra model throu…	—	○ ⏳	—	—	—	—	81	—
29984	sagemath-mcp-server Claim MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …	—	○ ⏳	—	N/A	N/A	—	—	—
29985	mcp-brasil Claim Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…	—	○ ⏳	—	—	—	—	81	—
29986	mcp-hko Claim Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …	—	○ ⏳	—	—	—	—	—	—
29987	reddit-mcp Claim A read-only MCP server that connects to the Reddit Data API to search posts, br…	—	○ ⏳	—	—	—	—	—	—
29988	Termux MCP Server Claim Enables remote control of Android phones via Claude Desktop, offering 45+ tools…	—	○ ⏳	—	N/A	N/A	—	—	—
29989	fairchem-mcp Claim An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…	—	○ ⏳	—	N/A	N/A	—	—	—
29990	CodeSherlock Claim AI-powered static and contextual code analysis MCP server	—	○ ⏳	—	N/A	N/A	—	95	—
29991	Vitest MCP Server Claim Enables AI assistants to run Vitest tests and analyze code coverage, supporting…	—	○ ⏳	—	N/A	N/A	—	—	—
29992	calendar-app-mcp Claim Enables AI assistants to access and interact with macOS Calendar.app events and…	—	○ ⏳	—	N/A	N/A	—	—	—
29993	local-rag Claim Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…	—	○ ⏳	—	N/A	N/A	—	95	—
29994	prompt-optimizer-2-0-0 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
29995	Scryfall MCP Server Claim Enables Claude to search and retrieve Magic: The Gathering card details, prices…	—	○ ⏳	—	—	—	—	—	—
29996	TermSSH MCP Claim Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…	—	○ ⏳	—	—	—	—	—	—
29997	swanlab-mcp Claim Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…	—	○ ⏳	—	—	—	—	—	—
29998	rigshare Claim Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…	—	○ ⏳	—	N/A	N/A	—	83	—
29999	agent-teams-ai Claim You're the boss, agents are your team. They handle tasks on their own, message …	—	○ ⏳	—	N/A	N/A	—	—	—
30000	MCP Server Python Template Claim A streamlined foundation for building Model Context Protocol servers in Python,…	—	○ ⏳	—	—	—	—	81	—

Showing 29951–30000 of 45235 servers

« Prev 1 … 598 599 600 601 602 … 905 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops