MCP Scoreboard

66502

Discovered

→

31827

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
53201	vivado-mcp-agent Claim MCP server for deterministic Vivado FPGA automation including project scaffoldi…	—	○ ⏳	—	N/A	N/A	—	—	—
53202	Short Video Agent Kit Claim Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…	—	○ ⏳	—	—	—	—	—	—
53203	music21-mcp Claim Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …	—	○ ⏳	—	N/A	N/A	—	—	—
53204	Twitter Server Claim 1 A Model Context Protocol server that allows interaction with Twitter, enabling …	—	○ ⏳	—	N/A	N/A	—	95	—
53205	mcp-threatintel Claim A threat intelligence MCP server for Claude Code that enables lookup of IOCs, t…	—	○ ⏳	—	N/A	N/A	—	—	—
53206	DeepSlate MCP Claim An MCP server that renders Minecraft structure files (NBT / Sponge schematic / …	—	○ ⏳	—	N/A	N/A	—	—	—
53207	hyperliquid-mcp Claim MCP server that allows querying Hyperliquid open positions and unrealized PnL f…	—	○ ⏳	—	N/A	N/A	—	—	—
53208	browser-mcp Claim Agent-native browser control MCP server that enables AI agents to browse and in…	—	○ ⏳	—	N/A	N/A	—	—	—
53209	agent-bridge Claim A local MCP relay that enables two or more MCP-speaking agent CLIs to communica…	—	○ ⏳	—	N/A	N/A	—	—	—
53210	mcp-leave-management Claim Exposes employee leave-management operations (add employees, check balance, app…	—	○ ⏳	—	—	—	—	—	—
53211	TradeOS Public Intelligence Claim Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU r…	—	○ ⏳	—	N/A	N/A	—	—	—
53212	Universal Database MCP Claim A small MCP server that lets an LLM query PostgreSQL, MySQL, MariaDB, SQL Serve…	—	○ ⏳	—	—	—	—	—	—
53213	PineScript MCP Server Claim Enables AI-assisted creation, optimization, and management of PineScript tradin…	—	○ ⏳	—	N/A	N/A	—	—	—
53214	lockstep-mcp Claim Enables multiple AI agents like Claude and Codex to coordinate on the same proj…	—	○ ⏳	—	N/A	N/A	—	—	—
53215	mcp-todo-demo Claim A minimal MCP server that provides an interactive to-do list with checkboxes in…	—	○ ⏳	—	—	—	—	—	—
53216	artl-mcp Claim Enables comprehensive scientific literature retrieval and analysis through Euro…	—	○ ⏳	—	—	—	—	—	—
53217	Puppeteer+ MarTech Claim Extends Puppeteer to enable digital marketing and SEO analysis, including detec…	—	○ ⏳	—	N/A	N/A	—	—	—
53218	EXIF Extractor Claim Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …	—	○ ⏳	—	N/A	N/A	—	95	—
53219	travelMCP Directory Claim 1 Search MCP servers, agent skills and APIs for travel: hotel ID mapping, rates, …	—	○	—	—	—	—	67	—
53220	Email Alert MCP Server Claim Enables AI agents to read, filter, send emails, and check unread counts via the…	—	○ ⏳	—	N/A	N/A	—	—	—
53221	docjet-mcp Claim Render branded PDF documents (invoices, reports, certificates) and PNG social i…	—	○ ⏳	—	N/A	N/A	—	—	—
53222	auxly-memory-cli Claim Local-first, file-based memory layer for AI agents — one shared Markdown vault …	—	○ ⏳	—	N/A	N/A	—	—	—
53223	LabOps Agent MCP Server Claim MCP server that enables clinical lab staff to predict reagent stockouts, check …	—	○ ⏳	—	—	—	—	—	—
53224	Yougile MCP Server Claim Enables AI agents and developer tools to interact programmatically with Yougile…	—	○ ⏳	—	—	—	—	—	—
53225	garmin-mcp Claim Exposes Garmin Connect data and workout management to AI agents, supporting too…	—	○ ⏳	—	N/A	N/A	—	—	—
53226	io.github.sbrunner-atx/wsjtx-mcp Claim An MCP server that controls WSJT-X for amateur radio weak-signal modes (FT8/FT4…	—	○ ⏳	—	N/A	N/A	—	—	—
53227	Project RAG wiki Claim MCP server for searching, reading, listing, writing, and appending Markdown wik…	—	○ ⏳	—	—	—	—	—	—
53228	ms-teams-mcp Claim Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…	—	○ ⏳	—	N/A	N/A	—	—	—
53229	Modal MCP Claim An MCP server for managing Modal — apps, containers, volumes, and secrets — and…	—	○ ⏳	—	N/A	N/A	—	—	—
53230	linux-admin-mcp-server Claim Linux system administration via AI agents — MCP server for managing services, p…	—	○ ⏳	—	N/A	N/A	—	—	—
53231	ipynb-mcp Claim An agent-agnostic MCP server that lets any AI agent drive a local JupyterLab se…	—	○ ⏳	—	N/A	N/A	—	—	—
53232	crypto-tracker-ai-mcp Claim crypto-tracker-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
53233	astral-bridge Claim Connects QQ via NapCat OneBot v11 to an Astral Code app-server, exposing MCP to…	—	○ ⏳	—	—	—	—	—	—
53234	tr-eli-mcp Claim An MCP server for accessing Turkish legislation (laws, regulations, decrees) vi…	—	○ ⏳	—	—	—	—	—	—
53235	My MCP Server Claim A demonstration FastMCP server with FastAPI integration that provides basic ari…	—	○ ⏳	—	—	—	—	81	—
53236	wmcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53237	MCP SSH Server Claim Enables AI assistants to execute commands and transfer files on remote servers …	—	○ ⏳	—	N/A	N/A	—	—	—
53238	MiMo Multimodal Understanding MCP Server Claim Integrates Xiaomi MiMo's multimodal API to enable understanding of images, audi…	—	○ ⏳	—	—	—	—	—	—
53239	docx-mcp-server Claim Enables AI agents to read, edit, and create Microsoft Word documents (.docx) wi…	—	○ ⏳	—	—	—	—	—	—
53240	mcp Claim 1 Read-only Mafdet AI account tools (models, balance, usage, subscription) and do…	—	○	—	N/A	N/A	—	69	—
53241	SearXNG-Crawl4AI MCP Server Claim Provides fast, self-hosted web search and reliable web scraping using SearXNG a…	—	○ ⏳	—	N/A	N/A	—	—	—
53242	AWS Deep Learning Containers MCP Server Claim Provides tools for discovering, building, deploying, and troubleshooting AWS De…	—	○ ⏳	—	N/A	N/A	—	—	—
53243	PyKernel MCP Claim MCP server that provides a persistent IPython kernel for executing Python code …	—	○ ⏳	—	N/A	N/A	—	—	—
53244	md-converter-mcp Claim Converts files (PDF, DOCX, PPTX, XLSX, images via OCR) and URLs to Markdown, en…	—	○ ⏳	—	N/A	N/A	—	—	—
53245	mcp-victoriametrics Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53246	PhantomHand Claim A minimalist browser control engine that allows LLM agents to visually perceive…	—	○ ⏳	—	N/A	N/A	—	—	—
53247	eds-mcp-server Claim 20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…	—	○ ⏳	—	N/A	N/A	—	—	—
53248	EdgeOne Pages MCP: Geo Location Service Claim Enables AI models to retrieve user geolocation information through EdgeOne Page…	—	○ ⏳	—	—	—	—	81	—
53249	zh-education-mcp Claim MCP server for education statistics of the Canton and City of Zurich (BISTA), p…	—	○ ⏳	—	—	—	—	—	—
53250	Substack Reader Claim Enables fetching and reading subscriber-only content from Trade Companion by Ad…	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 53201–53250 of 66502 servers

« Prev 1 … 1063 1064 1065 1066 1067 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops