MCP Scoreboard

68965

Discovered

→

33703

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 33 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
66751	SOLVE-IT MCP Server Claim This MCP server wraps the SOLVE-IT digital forensics knowledge base, enabling L…	—	○ ⏳	—	N/A	N/A	—	—	—
66752	lunar Claim Browser-based geometry processing server that enables AI agents to create geome…	—	○ ⏳	—	—	—	—	—	—
66753	LLM Council MCP Claim A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…	—	○ ⏳	—	N/A	N/A	—	—	—
66754	local-spark-mcp Claim Provides a stateful local Spark session for running PySpark and SQL cells, enab…	—	○ ⏳	—	—	—	—	—	—
66755	strava-mcp-bridge Claim Bridges local stdio MCP clients like Codex and OpenCode to Strava's official MC…	—	○ ⏳	—	N/A	N/A	—	—	—
66756	sift-forensic-mcp Claim Enables autonomous forensic investigation of disk images by mounting evidence, …	—	○ ⏳	—	N/A	N/A	—	—	—
66757	census-mcp-server Claim A production-grade MCP server for querying U.S. Census Bureau data (ACS 5-Year …	—	○ ⏳	—	—	—	—	—	—
66758	PLUMED2 MCP Server Claim Enables AI assistants to generate, validate, and optimize PLUMED input files fo…	—	○ ⏳	—	N/A	N/A	—	—	—
66759	Modular RAG MCP Server Claim A pluggable, observable modular RAG service framework that exposes tool interfa…	—	○ ⏳	—	N/A	N/A	—	—	—
66760	mitmproxy-mcp Claim Transforms mitmproxy into a toolset for AI agents to inspect, modify, and repla…	—	○ ⏳	—	N/A	N/A	—	—	—
66761	ask-user Claim An MCP App that enables AI agents to ask users multiple questions with tab-base…	—	○ ⏳	—	—	—	—	—	—
66762	Cloud Memory MCP Claim A minimal, tag-free personal memory system that syncs across all Claude interfa…	—	○ ⏳	—	—	—	—	—	—
66763	Microsoft Planner MCP Server Claim An unofficial MCP server that connects AI assistants to Microsoft Planner, enab…	—	○ ⏳	—	—	—	—	—	—
66764	reading-companion Claim A 4-stage reading companion that helps users set reading goals, discover books,…	—	○ ⏳	—	N/A	N/A	—	—	—
66765	bima-mcp Claim MCP server for Kenya insurance intelligence, providing tools to query insurance…	—	○ ⏳	—	N/A	N/A	—	—	—
66766	Machina Claim AI's home on your Mac: gives AI agents remote access to iMessage, Notes, Remind…	—	○ ⏳	—	—	—	—	—	—
66767	groupdocs-annotation-mcp Claim MCP server for GroupDocs.Annotation — add, list, update, remove document annota…	—	○ ⏳	—	N/A	N/A	—	—	—
66768	notebooklm-mcp Claim MCP server for Google NotebookLM that allows asking questions to notebooks and …	—	○ ⏳	—	N/A	N/A	—	—	—
66769	ChemLint Claim Transforms AI assistants into powerful molecular machine learning workbenches, …	—	○ ⏳	—	N/A	N/A	—	—	—
66770	geoseo-mcp Claim Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…	—	○ ⏳	—	N/A	N/A	—	—	—
66771	Iterable MCP Server Claim Enables natural language interaction with Iterable marketing platform data, all…	—	○ ⏳	—	—	—	—	—	—
66772	mcp-producthunt Claim Enables AI agents to access Product Hunt data via GraphQL API, including posts,…	—	○ ⏳	—	—	—	—	—	—
66773	mysql-readonly-mcp Claim Provides secure, read-only access to a single MySQL database for schema inspect…	—	○ ⏳	—	N/A	N/A	—	—	—
66774	hailuo-mcp Claim RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…	—	○ ⏳	—	—	—	—	—	—
66775	ESPN Fantasy MCP Server Claim MCP server providing access to ESPN Fantasy Baseball data, enabling league sett…	—	○ ⏳	—	—	—	—	—	—
66776	SQL Server MCP Server (Diamond Inventor… Claim Enables safe, read-only querying and schema exploration for Microsoft SQL Serve…	—	○ ⏳	—	—	—	—	—	—
66777	ebay-mcp Claim Enables interaction with eBay APIs for account verification, item search, and b…	—	○ ⏳	—	—	—	—	—	—
66778	patchwork-deepmind Claim MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…	—	○ ⏳	—	N/A	N/A	—	—	—
66779	loreto-mcp Claim Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…	—	○ ⏳	—	—	—	—	—	—
66780	code-review-automation Claim MCP server for automated code review using AI agents. It analyzes code diffs or…	—	○ ⏳	—	—	—	—	—	—
66781	pyscope-mcp Claim MCP server that exposes Python function- and module-level call graphs for agent…	—	○ ⏳	—	N/A	N/A	—	—	—
66782	QIDI Studio MCP Server Claim Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…	—	○ ⏳	—	N/A	N/A	—	—	—
66783	OnBrand by SlideSpeak Claim An MCP server that feeds AI agents your brand's real logos, colors, fonts, and …	—	○ ⏳	—	—	—	—	—	—
66784	MCP-Based Weather Information System Claim Provides current weather information for any location and generates AI-powered …	—	○ ⏳	—	—	—	—	—	—
66785	mcp-server-drive Claim A read-only Google Drive MCP server that allows searching files, reading file c…	—	○ ⏳	—	N/A	N/A	—	—	—
66786	aifmt Claim An MCP server that fixes, validates, and generates visual text content for AI c…	—	○ ⏳	—	N/A	N/A	—	—	—
66787	linkd-mcp-server Claim Bridges the Linkdfund smart contract layer to MCP-compatible AI clients, exposi…	—	○ ⏳	—	N/A	N/A	—	—	—
66788	PowerGPT Claim A remote MCP server deployed on Cloudflare Workers that provides deterministic …	—	○ ⏳	—	—	—	—	—	—
66789	mcp-ssh-remote Claim Enables executing commands on remote SSH hosts, with full support for bastion/j…	—	○ ⏳	—	N/A	N/A	—	—	—
66790	digihub-mcp Claim MCP server for the digihub.li content API, enabling Claude to read and write St…	—	○ ⏳	—	N/A	N/A	—	—	—
66791	adb-mcp-server Claim Enables MCP-compatible agents to control an Android device over the network via…	—	○ ⏳	—	—	—	—	—	—
66792	Bright Data MCP Server Claim Enables AI agents to browse and extract data from any public website via Bright…	—	○ ⏳	—	—	—	—	—	—
66793	agent-mux Claim MCP server that manages interactive CLI agent pools using tmux, enabling creati…	—	○ ⏳	—	N/A	N/A	—	—	—
66794	Wellness Cycle Coach Claim Local-first cycle coach MCP for phase-aware nutrition and training context.	—	○ ⏳	—	N/A	N/A	—	—	—
66795	semantic-metrics-modeling-assistant Claim A production-ready MCP agent that helps data teams define, validate, and visual…	—	○ ⏳	—	N/A	N/A	—	—	—
66796	video-capture-mcp Claim MCP server for screen recording on macOS, iOS Simulator, and Android, with key-…	—	○ ⏳	—	N/A	N/A	—	—	—
66797	thruk-mcp Claim Enables natural language interaction with Thruk monitoring systems, allowing us…	—	○ ⏳	—	—	—	—	—	—
66798	mcp-sqlserver-readonly Claim Read-only SQL Server MCP server enabling safe database queries, table listing, …	—	○ ⏳	—	—	—	—	—	—
66799	rental-cars Claim Free rental car search with real-time pricing from multiple providers worldwide…	—	○ ⏳	—	—	—	—	—	—
66800	screenwright Claim Enables users to create subtitled tutorial videos by scripting browser interact…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 66751–66800 of 68965 servers

« Prev 1 … 1334 1335 1336 1337 1338 … 1380 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops