MCP Scoreboard

64698

Discovered

→

30690

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 52 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
38451	mcp-cybersec-watchdog Claim Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …	—	○ ⏳	—	N/A	N/A	—	95	—
38452	Global Weather MCP Server Claim Provides weather data including US alerts, US forecasts, and global 5-day forec…	—	○ ⏳	—	—	—	—	—	—
38453	Groundcheck Claim Verifies factual claims against live sources and returns a verdict, confidence …	—	○ ⏳	—	N/A	N/A	—	—	—
38454	hono-mcp-server Claim Easily expose your Hono API endpoints as MCP tools with minimal configuration, …	—	○ ⏳	—	—	—	—	—	—
38455	Photon MCP iMessage Claim Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…	—	○ ⏳	—	—	—	—	—	—
38456	openalex-mcp Claim Connects AI agents to the OpenAlex scholarly database, enabling search and retr…	—	○ ⏳	—	—	—	—	—	—
38457	exchange_rate_MCP Claim Enables users to retrieve the latest USD/KRW exchange rate and receive user-fri…	—	○ ⏳	—	—	—	—	—	—
38458	reminder-mcp Claim Enables scheduling and triggering reminders delivered via Slack or Telegram thr…	—	○ ⏳	—	—	—	—	—	—
38459	Notion Advisor Claim An MCP server that provides AI assistants with full access to Notion workspaces…	—	○ ⏳	—	N/A	N/A	—	—	—
38460	Memory MCP Server Claim A generic MCP memory service that provides AI clients with long-term memory cap…	—	○ ⏳	—	—	—	—	—	—
38461	robot-mcp-server Claim A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…	—	○ ⏳	—	N/A	N/A	—	—	—
38462	BugEzy Claim Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…	—	○ ⏳	—	—	—	—	—	—
38463	Remote MCP Server (Authless) Claim A remote MCP server deployable on Cloudflare Workers without authentication, en…	—	○ ⏳	—	N/A	N/A	—	—	—
38464	Expense Tracker MCP Server Claim MCP server for managing and analyzing expenses. Provides tools to add, list, su…	—	○ ⏳	—	N/A	N/A	—	—	—
38465	SpatialLens Claim Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…	—	○ ⏳	—	N/A	N/A	—	—	—
38466	MSG - MCP Swarm Gateway Claim Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…	—	○ ⏳	—	N/A	N/A	—	—	—
38467	jira-mcp Claim MCP server for Jira Cloud enabling issue tracking, comments, transitions, and a…	—	○ ⏳	—	N/A	N/A	—	—	—
38468	clawmem-mcp-server Claim An MCP server that leverages a GitHub-compatible API as a durable memory store …	—	○ ⏳	—	N/A	N/A	—	—	—
38469	warp Claim SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ri…	—	○ ⏳	—	N/A	N/A	—	—	—
38470	Equipment Health MCP Server Claim An AI agent system that monitors manufacturing equipment health using the Model…	—	○ ⏳	—	N/A	N/A	—	—	—
38471	che-word-mcp Claim Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…	—	○ ⏳	—	N/A	N/A	—	—	—
38472	Studio Bridge Claim Connects Claude directly to Roblox Studio for building UI, editing scripts, run…	—	○ ⏳	—	N/A	N/A	—	—	—
38473	mcp-annuities-server Claim Enables retrieval of annuity client data, payout calculations, and portfolio an…	—	○ ⏳	—	N/A	N/A	—	—	—
38474	MCPal Claim A lightweight MCP server that enables sending native desktop notifications with…	—	○ ⏳	—	N/A	N/A	—	—	—
38475	Red Hat API MCP Server Claim MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…	—	○ ⏳	—	—	—	—	—	—
38476	Betting Method MCP Server Claim An MCP server that provides calculations for 11 betting methods including Marti…	—	○ ⏳	—	—	—	—	—	—
38477	garmin-mcp-server Claim Connects Claude Desktop to your Garmin Connect running data stored locally in S…	—	○ ⏳	—	—	—	—	—	—
38478	unraid-mcp-server Claim Enables AI assistants to manage Unraid OS via Docker, system calls, and file sy…	—	○ ⏳	—	N/A	N/A	—	—	—
38479	projectmind Claim Persistent project memory for AI coding agents: one compact digest instead of r…	—	○ ⏳	—	N/A	N/A	—	—	—
38480	gnews-agent Claim A persistent news intelligence MCP server that enables AI agents to fetch, stor…	—	○ ⏳	—	—	—	—	—	—
38481	tianqi Claim	—	○ ⏳	—	N/A	N/A	—	95	—
38482	pr-mcp-server Claim MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…	—	○ ⏳	—	N/A	N/A	—	—	—
38483	H-ear MCP Server Claim Enables Claude to classify audio across 7,000+ sound classes, including bird sp…	—	○ ⏳	—	—	—	—	—	—
38484	gsc-mcp Claim MCP server providing 32 tools for Google Search Console and Google Analytics 4,…	—	○ ⏳	—	—	—	—	—	—
38485	mcp-server-systemeio Claim Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…	—	○ ⏳	—	—	—	—	—	—
38486	Checkmarx Claim The Checkmarx Security MCP server bridges your AI assistant (Claude, Cursor, Co…	—	○ ⏳	—	—	—	—	—	—
38487	easypanel-mcp Claim MCP server for EasyPanel that enables AI agents to manage servers, projects, se…	—	○ ⏳	—	—	—	—	—	—
38488	Telegram Community MCP Claim Enables hybrid search over Telegram community message history, combining full-t…	—	○ ⏳	—	N/A	N/A	—	—	—
38489	google-search-console Claim Enables querying Google Search Console data, including search analytics, indexi…	—	○ ⏳	—	N/A	N/A	—	—	—
38490	clickup-custom-mcp Claim Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…	—	○ ⏳	—	—	—	—	—	—
38491	Futurykon MCP Server Claim Connects AI agents to the Futurykon prediction platform, enabling them to query…	—	○ ⏳	—	—	—	—	—	—
38492	hermes-oh-my-pi-mcp Claim A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …	—	○ ⏳	—	N/A	N/A	—	—	—
38493	DB_Talk Claim Enables natural language interaction with SQLite databases using LangChain and …	—	○ ⏳	—	N/A	N/A	—	—	—
38494	gimp-mcp Claim Bridges GIMP image editing with AI assistants via the Model Context Protocol, e…	—	○ ⏳	—	N/A	N/A	—	—	—
38495	MCP Memory Server Claim Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…	—	○ ⏳	—	N/A	N/A	—	—	—
38496	MCP SQL Server Claim MCP server for SQL Server database inspection and querying, with connection poo…	—	○ ⏳	—	N/A	N/A	—	—	—
38497	Claude Ops Investigator Claim Enables read-only Kubernetes incident investigation through MCP tools for listi…	—	○ ⏳	—	N/A	N/A	—	—	—
38498	mcp-brasil Claim 1 An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…	—	○ ⏳	—	—	—	—	81	—
38499	tuning-engines Claim Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…	—	○ ⏳	—	N/A	N/A	—	83	—
38500	Orenyl Claim MCP server providing agent memory with deterministic deletion guarantees, enabl…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 38451–38500 of 64698 servers

« Prev 1 … 768 769 770 771 772 … 1294 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops