MCP Scoreboard

69182

Discovered

→

33883

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 28 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
51751	pytest-mcp-server Claim MCP server for debugging pytest failures, allowing users to register test failu…	—	○ ⏳	—	—	—	—	—	—
51752	GraphMemory-IDE Claim An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…	—	○ ⏳	—	—	—	—	—	—
51753	Octodamus Market Intelligence Claim Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…	—	○ ⏳	—	—	—	—	81	—
51754	LexAPI Claim Search EUR-Lex, fetch parsed EU legislation and case law, explore the citation …	—	○ ⏳	—	N/A	N/A	—	—	—
51755	studieplus-mcp Claim MCP server that gives Claude Desktop access to school data from Studie+ (Danish…	—	○ ⏳	—	—	—	—	—	—
51756	Shared Workspace MCP Claim Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…	—	○ ⏳	—	N/A	N/A	—	95	—
51757	tsserver-mcp-server Claim Exposes TypeScript language service tools (completions, go-to-definition, type …	—	○ ⏳	—	N/A	N/A	—	—	—
51758	RedAlert MCP Server Claim An intelligent game assistant for Red Alert, based on LangGraph and MCP, provid…	—	○ ⏳	—	N/A	N/A	—	—	—
51759	email-mcp-server Claim An MCP server that enables AI assistants to send emails via SMTP, supporting si…	—	○ ⏳	—	—	—	—	—	—
51760	Applystead Claim Search open jobs from employers' own career sites: roles, companies and posting…	—	○ ⏳	—	—	—	—	—	—
51761	mcp-zephyr-scale Claim MCP server for Zephyr Scale test management tool, enabling test case, test plan…	—	○ ⏳	—	—	—	—	—	—
51762	mcp_playwright Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51763	fipeX MCP Claim Brazilian FIPE vehicle reference prices: search, current price, history and com…	—	○ ⏳	—	—	—	—	—	—
51764	hcloud-mcp-server Claim An MCP server that exposes the Huawei Cloud CLI as a single tool for AI assista…	—	○ ⏳	—	N/A	N/A	—	—	—
51765	concord-mcp Claim Enables MCP clients to look up Bible verses, perform semantic search, and acces…	—	○ ⏳	—	N/A	N/A	—	—	—
51766	veradata Claim MCP server providing verified Latin American data via x402 micropayments. 4 MCP…	—	○ ⏳	—	—	—	—	—	—
51767	CDS Components MCP Server Claim Enables AI assistants to search, understand, and generate code for design syste…	—	○ ⏳	—	N/A	N/A	—	—	—
51768	MeiGen-AI-Design-MCP Claim A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…	—	○ ⏳	—	N/A	N/A	—	—	—
51769	Allotrope MCP Server Claim Provides tools for validating, listing, describing, and fetching Allotrope Simp…	—	○ ⏳	—	N/A	N/A	—	—	—
51770	azure-latency-mcp Claim Measures TCP connection latency to Azure blob storage endpoints across regions,…	—	○ ⏳	—	N/A	N/A	—	—	—
51771	HGB Basel MCP Server Claim Enables querying the Historisches Grundbuch Basel corpus, including full-text s…	—	○ ⏳	—	—	—	—	—	—
51772	NetApp ONTAP MCP Server Claim Provides a Model Context Protocol interface for managing and monitoring NetApp …	—	○ ⏳	—	N/A	N/A	—	95	—
51773	pageindex-local-mcp Claim A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…	—	○ ⏳	—	N/A	N/A	—	—	—
51774	of-mcp Claim Provides MCP tools to search, retrieve, and answer questions from the public Op…	—	○ ⏳	—	N/A	N/A	—	95	—
51775	tasks Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51776	mcp-searxng Claim Provides structured search tools (web, news, images, videos, research) via a Se…	—	○ ⏳	—	—	—	—	—	—
51777	anki-mcp Claim MCP server for Anki via AnkiConnect, enabling creation, search, and management …	—	○ ⏳	—	N/A	N/A	—	—	—
51778	web-exposure-mcp Claim Points an AI agent at a live URL and confirms publicly-served secret files by f…	—	○ ⏳	—	N/A	N/A	—	—	—
51779	UNHCR Refugee Statistics Claim This MCP (Model Context Protocol) server provides access to UNHCR data through …	—	○ ⏳	—	—	—	—	81	—
51780	Engram Claim Persistent, self-organizing memory for AI agents via MCP, enabling natural lang…	—	○ ⏳	—	—	—	—	—	—
51781	ledric Claim A self-hosted content engine with an MCP interface that enables AI agents to re…	—	○ ⏳	—	—	—	—	—	—
51782	Outlook Email MCP Server Claim An MCP server that enables reading and managing Microsoft 365 / Outlook emails …	—	○ ⏳	—	N/A	N/A	—	—	—
51783	kaiten-mcp Claim MCP server for interacting with Kaiten project management through its REST API.…	—	○ ⏳	—	—	—	—	—	—
51784	Quip MCP Server (TypeScript) Claim A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. I…	—	○ ⏳	—	—	—	—	—	—
51785	HFSS MCP Server Claim An MCP server for automating ANSYS HFSS simulations, providing persistent conne…	—	○ ⏳	—	N/A	N/A	—	—	—
51786	cocoon Claim An MCP server that provides a single tool for discovering, auto-installing, san…	—	○ ⏳	—	N/A	N/A	—	—	—
51787	anomaly-mcp Claim Real-time anomaly detection with NASA-derived sequence mining across blockchain…	—	○ ⏳	—	—	—	—	—	—
51788	OctSSH Claim Provides LLMs with safe, controllable, and stateful SSH access to shell environ…	—	○ ⏳	—	—	—	—	—	—
51789	Markitdown Universal MCP Server Claim Provides a standardized interface for interacting with Markitdown's tools and s…	—	○ ⏳	—	—	—	—	—	—
51790	@kud/mcp-harness-fme Claim Enables reading and toggling feature flags, managing environments, segments, an…	—	○ ⏳	—	N/A	N/A	—	—	—
51791	API Ninjas MCP Claim Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…	—	○ ⏳	—	—	—	—	—	—
51792	Banca Dati di Merito MCP Server Claim Enables querying and retrieving Italian civil court rulings, decrees, and order…	—	○ ⏳	—	N/A	N/A	—	—	—
51793	BulkClix MCP Server Claim Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…	—	○ ⏳	—	—	—	—	—	—
51794	EveryPage Claim Share PDFs as tracked links and see who read them, how far they got, and where …	—	○ ⏳	—	N/A	N/A	—	—	—
51795	opendata-campus-mcp Claim 教育資源導航 MCP，可透過 TWCampus 目錄路由至台灣官方教育平台，即時搜尋與讀取公開學習資源。	—	○ ⏳	—	—	—	—	—	—
51796	oscilloscope-mcp Claim Enables remote control of Siglent oscilloscopes via SCPI over TCP/IP, allowing …	—	○ ⏳	—	—	—	—	—	—
51797	InstantDB MCP Server Claim A read-only interface for querying InstantDB that dynamically loads schemas and…	—	○ ⏳	—	—	—	—	81	—
51798	mcp-contact-classifier Claim Classify a job title into department and seniority, and optionally verify the p…	—	○ ⏳	—	N/A	N/A	—	—	—
51799	Egnyte MCP Server Claim Enables AI agents to search for and retrieve documents from Egnyte by name, usi…	—	○ ⏳	—	N/A	N/A	—	—	—
51800	Gmail MCP Server Claim Enables Claude to read unread emails and create draft replies in Gmail with pro…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 51751–51800 of 69182 servers

« Prev 1 … 1034 1035 1036 1037 1038 … 1384 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops