MCP Scoreboard

67197

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
46851	OT-AIops Claim Provides AI agents with safe, governed read access to industrial control system…	—	○ ⏳	—	—	—	—	—	—
46852	sipap-data-mcp Claim Provides read-only access to sports data, odds intelligence, and historical sta…	—	○ ⏳	—	—	—	—	—	—
46853	zep-mcp Claim MCP server for the Zep Cloud API — a context engineering platform for AI agent …	—	○ ⏳	—	N/A	N/A	—	—	—
46854	buffer-mcp Claim Enables managing Buffer social media posts via Claude, including creating, sche…	—	○ ⏳	—	—	—	—	—	—
46855	Launchpad MCP Server Claim Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…	—	○ ⏳	—	—	—	—	—	—
46856	Linear MCP Server Claim A Deno implementation that enables AI models to interact with Linear issue trac…	—	○ ⏳	—	—	—	—	81	—
46857	flow-mcp Claim A minimal MCP server that provides business control primitives (finish, pause, …	—	○ ⏳	—	N/A	N/A	—	—	—
46858	shepp-lambda-mcp Claim A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …	—	○ ⏳	—	—	—	—	—	—
46859	Remote MCP Server Authless Claim A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …	—	○ ⏳	—	—	—	—	81	—
46860	files-vector-mcp-server Claim 一个基于FastMCP协议的文件向量化服务，支持自动目录监控、多格式文件处理和高效向量搜索，帮助构建个人或团队知识库。	—	○ ⏳	—	—	—	—	81	—
46861	AnySite Social Media Data Claim Find and research people across LinkedIn, Instagram, and the open web. Search w…	—	○ ⏳	—	N/A	N/A	—	95	—
46862	mcp-coinpaprika Claim Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…	—	○ ⏳	—	—	—	—	81	—
46863	mcp-server-bfl Claim An MCP server that enables AI assistants to generate images using Black Forest …	—	○ ⏳	—	—	—	—	—	—
46864	bharatlas-mcp Claim Description: Query India's open geo data in natural language. 8 tools: list lay…	—	○ ⏳	—	—	—	—	—	—
46865	MCP Async Bridge Server Claim Adds async processing to any MCP server, with timeout, task management, and sub…	—	○ ⏳	—	N/A	N/A	—	—	—
46866	FirstTouch Claim Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…	—	○ ⏳	—	—	—	—	—	—
46867	sflight-mcp Claim Enables natural language querying of SAP flight data (airlines, flights, bookin…	—	○ ⏳	—	—	—	—	—	—
46868	internet-archive-mcp-server Claim Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…	—	○ ⏳	—	N/A	N/A	—	—	—
46869	GraphRAG MCP Server Claim Enables building and querying knowledge graphs by ingesting documents into Neo4…	—	○ ⏳	—	—	—	—	—	—
46870	Meetings MCP Server Claim Provides read-only access to Google Drive meeting transcripts and Google Calend…	—	○ ⏳	—	N/A	N/A	—	—	—
46871	Klarova Claim A governed context layer for internal data exposed over MCP, enabling agents to…	—	○ ⏳	—	—	—	—	—	—
46872	sendpage Claim Publish an HTML document as a link anyone can open in one tap, plus PDF, image …	—	○ ⏳	—	—	—	—	—	—
46873	Estate Atlas SD-MCP Claim MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…	—	○ ⏳	—	—	—	—	—	—
46874	Dev Notes MCP Server Claim Enables Claude Code to save, list, and read markdown notes directly from conver…	—	○ ⏳	—	N/A	N/A	—	—	—
46875	delta-mcp-prototype Claim MCP server that wraps the UMT media monitoring API, enabling search and retriev…	—	○ ⏳	—	—	—	—	—	—
46876	airflow-unfactor Claim An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…	—	○ ⏳	—	N/A	N/A	—	—	—
46877	Wireshark MCP Server Claim A comprehensive MCP server that provides AI assistants with professional-grade …	—	○ ⏳	—	N/A	N/A	—	—	—
46878	jimeng-video-mcp-server Claim Enables generating videos from images and text prompts using Jimeng Video 3.0 A…	—	○ ⏳	—	N/A	N/A	—	—	—
46879	GitHub Universal MCP Server Claim Provides a standardized interface for interacting with GitHub's tools and servi…	—	○ ⏳	—	—	—	—	—	—
46880	OmniFocus MCP Server Claim An MCP server that enables AI assistants to interact with OmniFocus on macOS vi…	—	○ ⏳	—	N/A	N/A	—	—	—
46881	MemoryThreads Claim Persistent, searchable conversation memory shared across Claude Code and Codex,…	—	○ ⏳	—	N/A	N/A	—	—	—
46882	identity-aware-mcp-server Claim A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…	—	○ ⏳	—	—	—	—	—	—
46883	Google Ads MCP Server Claim Enables comprehensive management of Google Ads accounts by allowing users to cr…	—	○ ⏳	—	—	—	—	81	—
46884	Bangumi MCP Claim Enables searching and retrieving information about anime, manga, and related co…	—	○ ⏳	—	—	—	—	—	—
46885	Databricks Jobs MCP Server Claim Enables management and monitoring of Databricks jobs, including listing, runnin…	—	○ ⏳	—	—	—	—	—	—
46886	A11y Check Claim Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…	—	○ ⏳	—	N/A	N/A	—	—	—
46887	@lumiastream/mcp Claim An MCP server for Lumia Stream that lets AI assistants trigger commands, set li…	—	○ ⏳	—	N/A	N/A	—	—	—
46888	obsidian-mcp Claim MCP server that provides read and write access to an Obsidian vault by interact…	—	○ ⏳	—	N/A	N/A	—	—	—
46889	.KCI MCP Server (한국학술지인용색인) Claim Enables Claude to search and analyze Korean academic papers using the Korea Cit…	—	○ ⏳	—	—	—	—	81	—
46890	wildberries-mcp Claim MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…	—	○ ⏳	—	—	—	—	—	—
46891	Vibe MCP Claim Browser automation MCP server that enables multiple AI agents to simultaneously…	—	○ ⏳	—	—	—	—	—	—
46892	altium-designer-mcp Claim An MCP server that provides file I/O and primitive placement tools, enabling AI…	—	○ ⏳	—	N/A	N/A	—	—	—
46893	re-il2cpp Claim An MCP server that recovers original C# class, method, field, and parameter nam…	—	○ ⏳	—	N/A	N/A	—	—	—
46894	Vibe MCP Server Claim Enterprise-grade MCP server for Vibe APIs, enabling AI agents to manage project…	—	○ ⏳	—	—	—	—	—	—
46895	mcp-dauthau Claim Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …	—	○ ⏳	—	—	—	—	—	—
46896	DeepMap MCP Claim Enables LLMs to directly access and analyze cancer dependency data from the Dep…	—	○ ⏳	—	N/A	N/A	—	—	—
46897	mcp-resilland Claim AI-powered spatial intelligence for landscape restoration, enabling queries on …	—	○ ⏳	—	—	—	—	—	—
46898	game-knowledge MCP Server Claim Provides AI knowledge base query service for Cocos Creator 3.8.8 + exia-framewo…	—	○ ⏳	—	N/A	N/A	—	—	—
46899	ComputerMate Claim Enables AI to control a computer through mouse, keyboard, and screen capture to…	—	○ ⏳	—	N/A	N/A	—	—	—
46900	haulage-uk-compliance-mcp Claim UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 46851–46900 of 67197 servers

« Prev 1 … 936 937 938 939 940 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops