MCP Scoreboard

66502

Discovered

→

31828

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
54751	GitLab MCP Server Claim Connects AI assistants to GitLab projects, enabling natural language queries fo…	—	○ ⏳	—	—	—	—	81	—
54752	Crystal MCP Server Claim A TypeScript MCP server that enables AI assistants to create, manage, and manip…	—	○ ⏳	—	—	—	—	81	—
54753	EduChain MCP Server Claim Enables AI-powered educational content generation, including multiple-choice qu…	—	○ ⏳	—	—	—	—	—	—
54754	vynn-mcp Claim MCP server for Vynn — self-improving AI workflows & backtesting.	—	○ ⏳	—	—	—	—	—	—
54755	Congress.gov API MCP Server Claim Enables querying U.S. legislative data from Congress.gov API using MCP resource…	—	○ ⏳	—	—	—	—	—	—
54756	opencode-ast-mcp Claim Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…	—	○ ⏳	—	N/A	N/A	—	—	—
54757	Motion MCP Server Claim Enables managing tasks, projects, schedules, users, comments, and more in Motio…	—	○ ⏳	—	—	—	—	—	—
54758	pi-controller-mcp Claim MCP server for managing Raspberry Pi K3s clusters via AI assistants like Claude…	—	○ ⏳	—	—	—	—	—	—
54759	gorgias-mcp Claim Enables AI agents to manage Gorgias support tickets: list open tickets, read co…	—	○ ⏳	—	—	—	—	—	—
54760	book-mcp Claim A service that lets readers chat with fictional characters from novels, where t…	—	○ ⏳	—	—	—	—	—	—
54761	TechnoTracker Claim Enables generating a workday schedule and 8-hour timesheet from selected Jira, …	—	○ ⏳	—	—	—	—	—	—
54762	assets-store-mcp Claim MCP server for managing personal assets (images, files) in Vercel Blob storage,…	—	○ ⏳	—	—	—	—	—	—
54763	Enzan Claim A typed, structured, self-maintaining memory layer for AI agents with confidenc…	—	○ ⏳	—	—	—	—	—	—
54764	myfitnesspal-mcp Claim A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…	—	○ ⏳	—	N/A	N/A	—	—	—
54765	Gmail MCP Server Claim Enables AI-powered email management through Gmail, including search, send, draf…	—	○ ⏳	—	N/A	N/A	—	—	—
54766	mcpscope Claim A simple local MCP server that provides greeting and integer addition tools.	—	○ ⏳	—	N/A	N/A	—	—	—
54767	LinkedIn MCP Server Claim A ToS-compliant Model Context Protocol server for LinkedIn that uses the offici…	—	○ ⏳	—	N/A	N/A	—	—	—
54768	mcp-redis-diagnostics Claim A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…	—	○ ⏳	—	N/A	N/A	—	—	—
54769	synapse-ai Claim Build AI agents that actually do things. Synapse is an open-source platform for…	—	○ ⏳	—	N/A	N/A	—	—	—
54770	codesight Claim Provides 13 MCP tools for codebase analysis, wiki generation, and knowledge map…	—	○ ⏳	—	N/A	N/A	—	—	—
54771	unity-mcp-server Claim Unity MCP Server enables LLM-based clients to automate the Unity Editor, includ…	—	○ ⏳	—	N/A	N/A	—	—	—
54772	mcp-json-reader Claim MCP server for reading, querying, and filtering local JSON files with extended …	—	○ ⏳	—	N/A	N/A	—	—	—
54773	Prompt Enhancer MCP Claim Local MCP server that uses a local Ollama model to rewrite rough prompt drafts …	—	○ ⏳	—	N/A	N/A	—	—	—
54774	bhe_mcp Claim Connects LLMs to BloodHound Enterprise for natural language attack path analysi…	—	○ ⏳	—	N/A	N/A	—	—	—
54775	Amharic Dataset MCP Claim Enables collection, enhancement, and quality scoring of authentic Amharic datas…	—	○ ⏳	—	—	—	—	—	—
54776	chatgpt-jules-mcp Claim Secure MCP server allowing ChatGPT to manage Google Jules sessions through Open…	—	○ ⏳	—	N/A	N/A	—	—	—
54777	modao-prototype-mcp Claim Reads Modao read-only prototype links and exports a directory of page screensho…	—	○ ⏳	—	—	—	—	—	—
54778	SitefinityMCP Claim Enables AI clients to read and query content from a Progress Sitefinity CMS ins…	—	○ ⏳	—	—	—	—	—	—
54779	lemgen-ai-design-mcp Claim Turns AI coding agents into visual creative assistants by providing a curated p…	—	○ ⏳	—	—	—	—	—	—
54780	MCP E-Commerce Agent Claim A proof of concept MCP server that gives AI agents business context for e-comme…	—	○ ⏳	—	—	—	—	—	—
54781	freesearch-mcpserver Claim 提供免费网络搜索和智能摘要功能的MCP服务器，使用DuckDuckGo API和客户端语言模型生成搜索结果摘要。	—	○ ⏳	—	—	—	—	—	—
54782	contabilidad-mcp Claim Double-entry accounting MCP server for Claude Desktop. Supports accounts, trans…	—	○ ⏳	—	N/A	N/A	—	—	—
54783	MIND MCP Server Claim Enables AI agents to persist and retrieve memories via a personal knowledge gra…	—	○ ⏳	—	—	—	—	—	—
54784	MongoDB MCP Server Claim Enables interaction with MongoDB databases through the Model Context Protocol, …	—	○ ⏳	—	N/A	N/A	—	—	—
54785	OpenAlex MCP Server Claim 轻量级MCP服务器，提供学术文献检索、论文详情、全文下载等功能，可配合PubMed MCP用于生物医学检索链路。	—	○ ⏳	—	—	—	—	—	—
54786	Neural-Stimulus Claim An MCP server that provides persistent semantic memory for LLMs by building a c…	—	○ ⏳	—	N/A	N/A	—	—	—
54787	excel-mcp-server Claim Enables adding, editing, and running VBA modules on running Excel instances in …	—	○ ⏳	—	N/A	N/A	—	—	—
54788	ming-metaphysics-mcp Claim Provides five Chinese metaphysics engines (BaZi, QMDJ, ZWDS, Feng Shui, I Ching…	—	○ ⏳	—	—	—	—	—	—
54789	mem0-mcp Claim A thin stdio MCP bridge to a self-hosted mem0 OSS server for agent memory, enab…	—	○ ⏳	—	N/A	N/A	—	—	—
54790	fintools-mcp Claim Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…	—	○ ⏳	—	—	—	—	—	—
54791	x402-commodity-mcp Claim An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…	—	○ ⏳	—	—	—	—	—	—
54792	gcalendar-mcp Claim MCP server for managing Google Calendar reminders with time-based and location-…	—	○ ⏳	—	N/A	N/A	—	—	—
54793	debug-mcp-server Claim A minimal MCP server for debugging MCP clients. It echoes back everything it re…	—	○ ⏳	—	—	—	—	—	—
54794	GameDrop MCP Server Claim Enables AI agents to search, compare prices, and get details on discounted and …	—	○ ⏳	—	—	—	—	—	—
54795	semantic-scholar-mcp Claim Enables searching academic papers on Semantic Scholar and downloading their PDF…	—	○ ⏳	—	—	—	—	—	—
54796	foldkit Claim MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…	—	○ ⏳	—	N/A	N/A	—	—	—
54797	snowflake-mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
54798	recommended-by-mcp Claim Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…	—	○ ⏳	—	N/A	N/A	—	—	—
54799	aman-mcp Claim Exposes identity, tools, workflows, guardrails, and evaluation as MCP tools — s…	—	○ ⏳	—	N/A	N/A	—	—	—
54800	Semanticscholar Universal MCP Server Claim Provides a standardized interface for interacting with Semanticscholar's tools …	—	○ ⏳	—	—	—	—	—	—

Showing 54751–54800 of 66502 servers

« Prev 1 … 1094 1095 1096 1097 1098 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops