MCP Scoreboard

67197

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
46951	StarUML Controller InfoFlow MCP Claim Enables AI assistants to programmatically create and manage information flow di…	—	○ ⏳	—	N/A	N/A	—	—	—
46952	Vision Bridge MCP Claim A universal vision MCP server that enables Claude Code and Claude Desktop to de…	—	○ ⏳	—	—	—	—	—	—
46953	mcp-super-memory Claim Enables LLM agents to use associative memory with key/value graph-based retriev…	—	○ ⏳	—	N/A	N/A	—	—	—
46954	nhimbe-events Claim Discover and manage community events across Africa on Nhimbe (Mukoko Events).	—	○ ⏳	—	—	—	—	—	—
46955	ielts-merriam Claim Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…	—	○ ⏳	—	N/A	N/A	—	95	—
46956	Wireshark MCP Server Claim Network capture and analysis via tshark, exposing 20 tools including composite …	—	○ ⏳	—	N/A	N/A	—	—	—
46957	discord-mcp Claim Comprehensive Discord MCP server with 66 tools that provides rich message conte…	—	○ ⏳	—	N/A	N/A	—	—	—
46958	claude-plane Claim MCP server and automation watcher for Plane project management, enabling Claude…	—	○ ⏳	—	—	—	—	—	—
46959	package-registry-mcp Claim Enables AI assistants to search and retrieve detailed package information from …	—	○ ⏳	—	—	—	—	—	—
46960	gencc-link Claim MCP server that provides tools to query harmonized gene-disease validity data f…	—	○ ⏳	—	N/A	N/A	—	—	—
46961	Gamedev All-in-One MCP Claim Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-power…	—	○ ⏳	—	N/A	N/A	—	—	—
46962	mcp-ddg-research Claim Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage f…	—	○ ⏳	—	—	—	—	—	—
46963	baseclaw Claim Manages Yahoo Fantasy Baseball teams via AI, allowing natural language queries …	—	○ ⏳	—	—	—	—	—	—
46964	mcp-ordali-memory Claim 2 MCP server for Ordali memory: SQLite-backed project memory and governance trace…	—	○	—	N/A	N/A	—	81	—
46965	ramzinex-mcp Claim Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing to…	—	○ ⏳	—	—	—	—	—	—
46966	local-executor-mcp Claim An MCP server that lets a frontier planner (Claude Code) delegate mechanical co…	—	○ ⏳	—	N/A	N/A	—	—	—
46967	GitHub MCP Server Claim Python MCP server for GitHub operations, providing native tool integration with…	—	○ ⏳	—	—	—	—	—	—
46968	syncly-dataset-mcp Claim Enables querying JSON/JSONL social datasets in Claude Desktop via MCP tools, us…	—	○ ⏳	—	N/A	N/A	—	—	—
46969	aigroup-paper-mcp Claim Academic paper search and retrieval MCP server integrating multiple scholarly p…	—	○ ⏳	—	—	—	—	—	—
46970	mcp-server-webdriver Claim Enables AI agents to control a real web browser (Firefox) via Selenium WebDrive…	—	○ ⏳	—	N/A	N/A	—	—	—
46971	Simple Merge Review MCP Claim Provides lightweight Git merge analysis with quick overviews of changes, file l…	—	○ ⏳	—	N/A	N/A	—	—	—
46972	SecureVibes MCP Claim Enables AI-powered security scanning of codebases through conversational analys…	—	○ ⏳	—	N/A	N/A	—	—	—
46973	echolon Claim LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…	—	○ ⏳	—	N/A	N/A	—	—	—
46974	lumina-docs Claim A structured document management system using MCP protocol to handle large requ…	—	○ ⏳	—	N/A	N/A	—	—	—
46975	@om-surushe/efficient-ado Claim Enables AI assistants to interact with Azure DevOps through an MCP server with …	—	○ ⏳	—	N/A	N/A	—	—	—
46976	ultraextramoregeniusthinking Claim Enables users to select thinking depth (easy, medium, more, max) for AI respons…	—	○ ⏳	—	N/A	N/A	—	—	—
46977	ShipKit Claim MCP server for shipping iOS apps, enabling screenshots of simulators, managing …	—	○ ⏳	—	N/A	N/A	—	—	—
46978	orbit Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46979	TEST Server Claim Provide a test implementation of an MCP server to validate MCP client interacti…	—	○ ⏳	—	N/A	N/A	—	95	—
46980	paperlessngx-mcp Claim A privacy-first MCP server for Paperless-ngx that lets an LLM agent search, org…	—	○ ⏳	—	—	—	—	—	—
46981	douban-mcp Claim MCP server and CLI for accessing Douban movie and book data, including search, …	—	○ ⏳	—	—	—	—	—	—
46982	Obsidian Semantic MCP Claim A persistent memory layer for Claude Desktop that enables semantic search acros…	—	○ ⏳	—	N/A	N/A	—	—	—
46983	sitecore-mcp-server Claim An MCP server that provides AI agents with direct read/write access to Sitecore…	—	○ ⏳	—	—	—	—	—	—
46984	Next Role Claim Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…	—	○ ⏳	—	—	—	—	81	—
46985	Mila Claim Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…	—	○ ⏳	—	—	—	—	81	—
46986	beat-twin Claim A local MCP server bridging Bitwig Studio for agent-assisted music workflows, r…	—	○ ⏳	—	N/A	N/A	—	—	—
46987	OmniHub Claim A local-first MCP server for personal memory management, enabling AI agents to …	—	○ ⏳	—	N/A	N/A	—	—	—
46988	nextcloud-agent Claim Enables to manage Nextcloud files, user info, sharing, calendar, and contacts t…	—	○ ⏳	—	—	—	—	—	—
46989	MegaCloud MCP Server Claim Enables middleware management, information checking, backups, and node-level op…	—	○ ⏳	—	—	—	—	—	—
46990	Roblox Executor MCP Server Claim Enables AI agents to execute Lua code, inspect scripts, spy on remotes, and int…	—	○ ⏳	—	N/A	N/A	—	—	—
46991	moneys3-mcp Claim MCP server for connecting AI clients to the Money S3 accounting system via Grap…	—	○ ⏳	—	N/A	N/A	—	—	—
46992	MCP Knowledge Base Server Claim A local knowledge base server that connects to AI assistants, turning markdown …	—	○ ⏳	—	N/A	N/A	—	—	—
46993	Spotify MCP Server Claim Controls Spotify playback through Claude using the Model Context Protocol. Supp…	—	○ ⏳	—	N/A	N/A	—	—	—
46994	aseprite-mcp Claim MCP server for Aseprite — create, edit, and export pixel art sprites, animation…	—	○ ⏳	—	N/A	N/A	—	—	—
46995	Salesforce MCP Server Claim Integrates Claude with Salesforce for natural language interactions with Salesf…	—	○ ⏳	—	—	—	—	—	—
46996	hunter-mcp Claim An MCP server for querying the Qianxin Hunter network asset mapping platform, e…	—	○ ⏳	—	—	—	—	—	—
46997	Kontext MCP Server Claim Portable, provider-agnostic memory for AI agents using Azure Data Explorer (Kus…	—	○ ⏳	—	—	—	—	—	—
46998	Ableton MCP Claim Control your Ableton with this MCP and get started to make music	—	○ ⏳	—	N/A	N/A	—	—	—
46999	metagraphed — Bittensor subnet operatio… Claim Live operational + integration registry for Bittensor subnets: APIs, schemas, h…	—	○ ⏳	—	—	—	—	—	—
47000	Shopify MCP Server Claim Enables interaction with Shopify stores via the Admin API for product, order, m…	—	○ ⏳	—	—	—	—	—	—

Showing 46951–47000 of 67197 servers

« Prev 1 … 938 939 940 941 942 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops