MCP Scoreboard

64728

Discovered

→

30703

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
39501	SSP GHL MCP Server Claim Enables interaction with the Swipe Saver Pro GHL location for managing contacts…	—	○ ⏳	—	—	—	—	—	—
39502	testyb2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
39503	SuperMemory Claim MCP-first agent learning: capture failures, validate lessons, retrieve context,…	—	○ ⏳	—	N/A	N/A	—	—	—
39504	UEMCP Claim Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…	—	○ ⏳	—	—	—	—	—	—
39505	Agentic Vault MCP Server Claim Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…	—	○ ⏳	—	—	—	—	—	—
39506	YouTube Data API MCP Server Claim A FastAPI server that enables interaction with YouTube's data through search, v…	—	○ ⏳	—	N/A	N/A	—	95	—
39507	Google Maps Platform MCP Server Claim Provides MCP tools for Google Maps services including directions, geocoding, di…	—	○ ⏳	—	—	—	—	—	—
39508	flin-shopify-analytics-mcp Claim Read-only MCP server for querying Shopify analytics data, including orders, cus…	—	○ ⏳	—	—	—	—	—	—
39509	Hello MCP Server Claim A minimal stateless MCP server for Cloudflare Workers that provides a greeting …	—	○ ⏳	—	—	—	—	—	—
39510	limpet Claim Persistent engineering memory for AI coding agents. Survives refactors, knows w…	—	○ ⏳	—	N/A	N/A	—	—	—
39511	deal-intel-mcp Claim A self-owned deal memory layer that turns meeting notes, emails, and calls into…	—	○ ⏳	—	N/A	N/A	—	—	—
39512	Local LLM MCP Tool Claim A local MCP server that runs Llama models entirely on your machine. No API keys…	—	○ ⏳	—	N/A	N/A	—	—	—
39513	governance-mcp-server Claim MCP server for querying the DodaOne governance framework, enabling users to ret…	—	○ ⏳	—	N/A	N/A	—	—	—
39514	FreeCAD MCP Claim Enables AI assistants to control FreeCAD 3D modeling software, allowing creatio…	—	○ ⏳	—	N/A	N/A	—	—	—
39515	gov-mcp Claim An MCP server that enforces runtime governance on AI agent actions — file acces…	—	○ ⏳	—	N/A	N/A	—	—	—
39516	Git-Fabric Gateway Claim A central tool aggregator that routes and orchestrates multiple fabric apps thr…	—	○ ⏳	—	—	—	—	81	—
39517	Power BI Report MCP Server Claim Build Power BI reports with natural language through an MCP server that connect…	—	○ ⏳	—	N/A	N/A	—	—	—
39518	OpenAIRE MCP Server Claim Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …	—	○ ⏳	—	N/A	N/A	—	—	—
39519	ctxtest Claim Stop wasting tokens! CtxNest is a local-first context manager that bridges your…	—	○ ⏳	—	N/A	N/A	—	—	—
39520	suno-mcp Claim A RunAPI MCP server for the Suno music generation models, enabling task creatio…	—	○ ⏳	—	—	—	—	—	—
39521	PWA Debug Layer Claim Debug PWAs in your real browser via MCP: service-worker, cache, installability …	—	○ ⏳	—	N/A	N/A	—	95	—
39522	MCP Memory Claim 1 An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…	—	○ ⏳	—	—	—	—	81	—
39523	Digital Twin MCP Server Claim 1 MCP server for Digital Twin learner data, providing tools for AI Guide to explo…	—	○ ⏳	—	—	—	—	81	—
39524	pg-mcp Claim Enables read-only PostgreSQL database access with query, table listing, and sch…	—	○ ⏳	—	—	—	—	—	—
39525	jobs-tools-knowledgebase Claim A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…	—	○ ⏳	—	N/A	N/A	—	—	—
39526	Moodle Developer Documentation MCP Serv… Claim A Model Context Protocol (MCP) server that provides seamless access to Moodle d…	—	○ ⏳	—	—	—	—	—	—
39527	Dawarich MCP Claim Enables interaction with Dawarich location history through tools for maps, stat…	—	○ ⏳	—	—	—	—	—	—
39528	booking_chest Claim MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…	—	○ ⏳	—	N/A	N/A	—	—	—
39529	Decay Memory Claim An MCP server that gives AI agents persistent, forgetting memory with layered d…	—	○ ⏳	—	N/A	N/A	—	—	—
39530	FastMCP Webinar Demo Server Claim An MCP server with six tools including web search, URL fetching, math calculati…	—	○ ⏳	—	N/A	N/A	—	—	—
39531	Boomi MCP Server Claim Secure MCP server for Boomi Platform API integration with Claude Code. Enables …	—	○ ⏳	—	—	—	—	—	—
39532	Red Hat API MCP Server Claim Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…	—	○ ⏳	—	—	—	—	—	—
39533	loinc-mcp Claim Enables searching LOINC codes and retrieving detailed information including pan…	—	○ ⏳	—	N/A	N/A	—	—	—
39534	Boardstate MCP Server Claim Enables AI agents to compose and edit dashboards through MCP tools, allowing th…	—	○ ⏳	—	—	—	—	—	—
39535	PurelyMail MCP Server Claim Provides AI assistants with access to PurelyMail's email management API, enabli…	—	○ ⏳	—	—	—	—	—	—
39536	weflow-mcp Claim Enables to access and manage WeChat data (sessions, contacts, Moments) through …	—	○ ⏳	—	N/A	N/A	—	—	—
39537	Fellow Aiden brew.link MCP server Claim Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…	—	○ ⏳	—	—	—	—	—	—
39538	mcp-bridge Claim Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …	—	○ ⏳	—	N/A	N/A	—	—	—
39539	minecraft-developing-mcp Claim MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…	—	○ ⏳	—	N/A	N/A	—	—	—
39540	Ansim Dolbom Assistant Claim Enables caregivers to log daily care activities and generate draft notification…	—	○ ⏳	—	—	—	—	—	—
39541	Weekness — Week & Calendar Utilities Claim MCP server with ISO week and calendar tools for date conversion, week math, and…	—	○ ⏳	—	N/A	N/A	—	—	—
39542	Font MCP Claim An expert design advisor MCP server that researches live discussions, scans pro…	—	○ ⏳	—	N/A	N/A	—	—	—
39543	Elgato MCP Server Claim Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…	—	○ ⏳	—	N/A	N/A	—	—	—
39544	YouTube Transcript MCP Server Claim Enables fetching, searching, and summarizing YouTube video transcripts with mul…	—	○ ⏳	—	N/A	N/A	—	—	—
39545	thincms-mcp Claim MCP server for ThinCMS that gives AI agents typed tool access to manage content…	—	○ ⏳	—	—	—	—	—	—
39546	ClockifyMCP Claim Enables personal Clockify time tracking through ChatGPT and other MCP clients, …	—	○ ⏳	—	—	—	—	—	—
39547	sex Claim	—	○ ⏳	—	N/A	N/A	—	95	—
39548	ultramem-mcp Claim Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…	—	○ ⏳	—	—	—	—	—	—
39549	mcp-fssp Claim MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …	—	○ ⏳	—	—	—	—	—	—
39550	agent-orchestrator Claim Enables multi-model leader-worker agent orchestration, workflow execution, and …	—	○ ⏳	—	—	—	—	—	—

Showing 39501–39550 of 64728 servers

« Prev 1 … 789 790 791 792 793 … 1295 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops