MCP Scoreboard

66518

Discovered

→

31834

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 43 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
48001	searxng-mcp Claim MCP server that provides a search_web tool to query a self-hosted SearXNG insta…	—	○ ⏳	—	—	—	—	—	—
48002	teacher-mcp Claim MCP server that authenticates as a teacher and provides tools for question mana…	—	○ ⏳	—	N/A	N/A	—	—	—
48003	cc98-mcp Claim cc98-mcp enables AI assistants to search, read, and aggregate posts from the Zh…	—	○ ⏳	—	N/A	N/A	—	—	—
48004	printful-mcp-server Claim Enables to create print-on-demand products using the Printful API, allowing use…	—	○ ⏳	—	—	—	—	—	—
48005	docx-editor-mcp Claim Enables AI assistants to create, edit, and extract data from Microsoft Word doc…	—	○ ⏳	—	N/A	N/A	—	—	—
48006	clawclaw-soul Claim Provides real-time temporal drift to SOUL.md agent identities, enabling agents …	—	○ ⏳	—	N/A	N/A	—	—	—
48007	twitter-mcp Claim Enables Claude to search tweets, analyze user profiles, and retrieve timelines …	—	○ ⏳	—	—	—	—	—	—
48008	candice-ai Claim	—	○ ⏳	—	N/A	N/A	—	95	—
48009	marketplaces-mcp-ru Claim AI-доступ к кабинетам Wildberries и Ozon через MCP-сервера над Seller API. Обес…	—	○ ⏳	—	—	—	—	—	—
48010	ida-pro-mcp-gateway Claim Enables AI to manage multiple IDA Pro instances simultaneously by acting as a g…	—	○ ⏳	—	N/A	N/A	—	—	—
48011	retail-price-tracker-mcp Claim Enables tracking retail product prices, checking price history, and managing tr…	—	○ ⏳	—	N/A	N/A	—	—	—
48012	md2wechat-skill Claim Markdown to WeChat CLI \| 一键排版发布到微信公众号：支持 40+ 排版样式和专业主题、AI 配图、批量发布	—	○ ⏳	—	N/A	N/A	—	—	—
48013	agent-orchestrator Claim Enables multi-model leader-worker agent orchestration, workflow execution, and …	—	○ ⏳	—	—	—	—	—	—
48014	openlibrary-mcp-server Claim Search books and authors, fetch editions, browse subjects, and resolve cover im…	—	○ ⏳	—	—	—	—	—	—
48015	SSH MCP Server Claim Enables AI assistants to manage remote servers via SSH with 14 commands for exe…	—	○ ⏳	—	—	—	—	—	—
48016	mcp-autopilot-jobhunt Claim Scans 130+ company careers pages and scores every role against your resume with…	—	○ ⏳	—	N/A	N/A	—	—	—
48017	cockroachdb-mcp-server Claim A Model Context Protocol server that uses CockroachDB to store and manage model…	—	○ ⏳	—	—	—	—	—	—
48018	color-mcp-server Claim Provides color and design tools including palette generation, WCAG contrast che…	—	○ ⏳	—	—	—	—	—	—
48019	SkillStrata Claim Enables automatic discovery and reuse of tools from Claude Code execution trace…	—	○ ⏳	—	N/A	N/A	—	—	—
48020	Cook County / Chicago Property Data Claim Hosted, pay-per-call MCP server for Cook County / Chicago property records — pa…	—	○ ⏳	—	—	—	—	—	—
48021	GStreamer Logs MCP Claim Enables agents to efficiently explore and query GStreamer debug logs by loading…	—	○ ⏳	—	N/A	N/A	—	—	—
48022	ragalgo-mcp-server Claim Get daily, noise-free market insights for Korean stocks and crypto with scored …	—	○ ⏳	—	N/A	N/A	—	95	—
48023	excel-mcp-server Claim Enables game designers to manipulate Excel files using natural language or SQL,…	—	○ ⏳	—	N/A	N/A	—	—	—
48024	state-trace Claim Graph-native working memory for coding agents, providing typed memories, causal…	—	○ ⏳	—	N/A	N/A	—	—	—
48025	jlink-mcp Claim Enables AI assistants like Claude to directly debug microcontrollers via JLink,…	—	○ ⏳	—	N/A	N/A	—	—	—
48026	MCP Invoice Generator Claim Enables generation of PDF invoices via an MCP server, using Typst for typesetti…	—	○ ⏳	—	N/A	N/A	—	—	—
48027	GoLogX (logx-mcp) Claim Tamper-evident audit logging for AI agents. Append-only, hash-chained, optional…	—	○ ⏳	—	N/A	N/A	—	—	—
48028	sqlserver-mcp Claim Enables secure interaction with Microsoft SQL Server databases, allowing schema…	—	○ ⏳	—	N/A	N/A	—	—	—
48029	YOLO-FFMPEG-MCP Claim An AI-powered MCP server for intelligent video processing, enabling automated a…	—	○ ⏳	—	N/A	N/A	—	—	—
48030	image_mcp Claim Enables text-only LLMs to analyze images by routing them to an OpenAI-compatibl…	—	○ ⏳	—	—	—	—	—	—
48031	byrdocs-search-mcp Claim Enables AI clients to search BUPT byrdocs materials, past exam papers, and fres…	—	○ ⏳	—	—	—	—	—	—
48032	onenote-mcp Claim Enables AI assistants to read, write, and manage Microsoft OneNote notebooks, s…	—	○ ⏳	—	N/A	N/A	—	—	—
48033	mcp-developer-portal Claim MCP server wrapping Backstage — query service catalog, fetch TechDocs, and scaf…	—	○ ⏳	—	—	—	—	—	—
48034	automate-idea-to-social-mcp Claim Enables publishing content to multiple social media platforms (YouTube, Twitter…	—	○ ⏳	—	—	—	—	—	—
48035	JIRA MCP Claim A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…	—	○ ⏳	—	—	—	—	—	—
48036	MCP Server on Vercel Claim A template for running Model Context Protocol servers on Vercel with Redis supp…	—	○ ⏳	—	N/A	N/A	—	95	—
48037	Chiplab Claim Run, build, and validate firmware on virtual hardware from your AI agent. Hardw…	—	○ ⏳	—	—	—	—	—	—
48038	mcptokens Claim Provides tool to count token cost of any MCP server's tool definitions, enablin…	—	○ ⏳	—	N/A	N/A	—	—	—
48039	CSMAR MCP Claim Provides CSMAR metadata discovery, query feasibility probing, and local materia…	—	○ ⏳	—	—	—	—	—	—
48040	@bestimmaa/posprint-mcp Claim MCP server for printing POS receipts via CUPS printers, supporting a two-step c…	—	○ ⏳	—	—	—	—	—	—
48041	papermate Claim This MCP server enables AI models to format academic papers into Word documents…	—	○ ⏳	—	N/A	N/A	—	—	—
48042	Cisco MCP Pods Server Claim Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…	—	○ ⏳	—	—	—	—	81	—
48043	Replication Radar Claim An MCP server that makes the OpenAIRE Graph more useful for replication by iden…	—	○ ⏳	—	—	—	—	—	—
48044	Salt Bridge Claim An MCP server that gives an agent full cross-VM management of a Qubes OS system…	—	○ ⏳	—	N/A	N/A	—	—	—
48045	Hive Claim Open-source MCP server for collaborative AI agents, providing a shared mailbox,…	—	○ ⏳	—	N/A	N/A	—	—	—
48046	FastMCP server for bidirectional sync b… Claim FastMCP server for bidirectional sync between personal and team Obsidian vaults.	—	○ ⏳	—	N/A	N/A	—	—	—
48047	sqlens-mcp Claim Provides Claude with read-only access to local development databases (Postgres,…	—	○ ⏳	—	—	—	—	—	—
48048	uniprot-mcp Claim Auditable UniProt MCP server with per-query SHA-256 provenance and offline repl…	—	○ ⏳	—	—	—	—	—	—
48049	pob-mcp Claim MCP server for Path of Building that enables querying and managing PoB builds a…	—	○ ⏳	—	—	—	—	—	—
48050	CockroachDB MCP Server Claim Enables interaction with a CockroachDB instance, providing database schema reso…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 48001–48050 of 66518 servers

« Prev 1 … 959 960 961 962 963 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops