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 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
45951	SmartPro MCP Server Claim A basic skeleton for building MCP servers with Supabase-based authentication, R…	—	○ ⏳	—	N/A	N/A	—	—	—
45952	@parserelay/mcp Claim Enables document parsing into structured, confidence-scored fields via the scan…	—	○ ⏳	—	—	—	—	—	—
45953	matlab-mcp-server Claim A Model Context Protocol (MCP) server that enables seamless integration between…	—	○ ⏳	—	N/A	N/A	—	—	—
45954	LabelBridge MCP Claim This MCP server enables human-in-the-loop semantic labeling by creating self-co…	—	○ ⏳	—	—	—	—	—	—
45955	admitad-mcp Claim Enables AI assistants to browse Admitad affiliate programs, discover product fe…	—	○ ⏳	—	—	—	—	—	—
45956	GPT-5 MCP Server Claim Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…	—	○ ⏳	—	N/A	N/A	—	—	—
45957	spotify-mcp-server Claim An unofficial MCP server that provides access to Spotify's Web API through the …	—	○ ⏳	—	—	—	—	—	—
45958	LanceDB MCP Server Claim A basic serverless MCP server using LanceDB to store and retrieve documents via…	—	○ ⏳	—	N/A	N/A	—	—	—
45959	Stock Analyzer MCP Claim Production-grade MCP server that enables AI assistants to access real-time fina…	—	○ ⏳	—	N/A	N/A	—	—	—
45960	vault-mcp Claim Enables personal knowledge management through Claude Desktop, allowing users to…	—	○ ⏳	—	N/A	N/A	—	—	—
45961	Hoogle MCP Server Claim Enables searching Hoogle, the Haskell documentation search engine, for packages…	—	○ ⏳	—	—	—	—	—	—
45962	indian-option-mcp Claim MCP Server for Indian Options — Real-time option chains, Greeks, 34+ strategies…	—	○ ⏳	—	—	—	—	—	—
45963	synology-office-mcp Claim Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and …	—	○ ⏳	—	—	—	—	—	—
45964	tradeshub-mcp Claim Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …	—	○ ⏳	—	N/A	N/A	—	—	—
45965	Segmind MCP Server Claim Enables AI image and video generation using Segmind's API with 30+ models inclu…	—	○ ⏳	—	N/A	N/A	—	—	—
45966	McMaster-Carr MCP Server Claim Enables searching and retrieving detailed product specifications from McMaster-…	—	○ ⏳	—	N/A	N/A	—	—	—
45967	ecobrowser MCP server Claim Enables AI agents to control a browser via MCP with structured perception, veri…	—	○ ⏳	—	N/A	N/A	—	—	—
45968	mcp-sparql Claim MCP server exposing SPARQL query functionalities for LLMs, enabling query execu…	—	○ ⏳	—	—	—	—	—	—
45969	apple-notifier-mcp Claim Enhanced MCP server for sending native macOS notifications with terminal-notifi…	—	○ ⏳	—	N/A	N/A	—	—	—
45970	OEE Enterprise Agent Claim MCP-based production monitoring agent for manufacturing OEE, providing real-tim…	—	○ ⏳	—	—	—	—	—	—
45971	ltspice-mcp Claim MCP server for automating LTspice on macOS, enabling simulation, schematic gene…	—	○ ⏳	—	N/A	N/A	—	—	—
45972	SEO Research MCP Claim Enables AI-powered IDEs to perform SEO research including backlink analysis, ke…	—	○ ⏳	—	N/A	N/A	—	—	—
45973	mcp2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45974	Internet Search MCP Server Claim Custom MCP server exposing an internet_search tool that fetches DuckDuckGo resu…	—	○ ⏳	—	—	—	—	—	—
45975	MCP Duplicate File Manager Server Claim Enables LLM agents to find and safely delete duplicate files using content-base…	—	○ ⏳	—	N/A	N/A	—	—	—
45976	ComfyMCP Local Claim Local-first MCP server for controlling a loopback ComfyUI instance from same-ma…	—	○ ⏳	—	—	—	—	—	—
45977	Healthy Pokes Claim A calorie tracking MCP server that processes food photos and text descriptions …	—	○ ⏳	—	—	—	—	81	—
45978	simple-qqdocs-mcp Claim Operates Tencent Docs spreadsheet cells by reading boundaries, clicking, and in…	—	○ ⏳	—	N/A	N/A	—	—	—
45979	outline-mcp Claim Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…	—	○ ⏳	—	—	—	—	—	—
45980	UE Audio MCP Claim Enables AI-powered game audio creation for Unreal Engine 5.7, integrating Wwise…	—	○ ⏳	—	N/A	N/A	—	—	—
45981	YouTube Transcript MCP (HTTP) Claim Enables retrieval of YouTube video transcripts/subtitles and titles using yt-dl…	—	○ ⏳	—	N/A	N/A	—	—	—
45982	wp-ultra-mcp Claim Turns any WordPress site into an MCP server, allowing AI clients to directly co…	—	○ ⏳	—	—	—	—	81	—
45983	zeroidagent-mcp Claim A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…	—	○ ⏳	—	—	—	—	—	—
45984	Chess MCP Claim Play interactive chess games through conversation with move validation, Stockfi…	—	○ ⏳	—	N/A	N/A	—	—	—
45985	LLM Council MCP Claim A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…	—	○ ⏳	—	N/A	N/A	—	—	—
45986	avengers-squad Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45987	attackforge-mcp Claim Connects AI assistants to AttackForge's Self-Service API with full endpoint cov…	—	○ ⏳	—	N/A	N/A	—	—	—
45988	@harurow/j-quants-doc-mcp Claim Enables AI clients like Claude Desktop to search J-Quants API endpoints, get de…	—	○ ⏳	—	N/A	N/A	—	—	—
45989	maic-server-fs-mcp Claim Provides LLMs with local filesystem operations (read/write files, list director…	—	○ ⏳	—	N/A	N/A	—	—	—
45990	Airtable MCP Server Claim Lets Claude read, create, update, and search records in an Airtable base using …	—	○ ⏳	—	—	—	—	—	—
45991	llama-mcp-server Claim MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…	—	○ ⏳	—	N/A	N/A	—	—	—
45992	Penny NotebookLM Research Claim MCP server that automates YouTube research by finding viral videos, analyzing t…	—	○ ⏳	—	N/A	N/A	—	—	—
45993	BasinVault Claim BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…	—	○ ⏳	—	—	—	—	81	—
45994	FastMCP MySQL Server Claim A secure and efficient MCP server for MySQL database operations, enabling LLMs …	—	○ ⏳	—	—	—	—	—	—
45995	NYC Property Data MCP Server Claim Provides Claude with access to NYC public property data including property deta…	—	○ ⏳	—	—	—	—	—	—
45996	Vybog MCP Server Claim MCP server for the Fund Tracking System, enabling agents to manage lending busi…	—	○ ⏳	—	N/A	N/A	—	—	—
45997	mem0-local-mcp Claim A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …	—	○ ⏳	—	N/A	N/A	—	—	—
45998	Gmail MCP Server Claim Integrates with Gmail APIs to manage emails and labels, including sending, dele…	—	○ ⏳	—	N/A	N/A	—	—	—
45999	searchts Claim Enables AI agents to read any URL by using an escalating open-source unlocker t…	—	○ ⏳	—	N/A	N/A	—	—	—
46000	mcp-for-redash Claim MCP server that connects AI assistants to Redash, enabling listing of assets, r…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 45951–46000 of 67197 servers

« Prev 1 … 918 919 920 921 922 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops