MCP Scoreboard

49876

Discovered

→

29726

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49551	ComfyUI MCP Server Claim Enables AI assistants to interact with local ComfyUI installations to list node…	—	○ ⏳	—	N/A	N/A	—	95	—
49552	keris_edumcp_2nd Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49553	@git-fabric/aiana Claim A composable semantic memory layer that provides cross-project recall and sessi…	—	○ ⏳	—	—	—	—	81	—
49554	Gibs Claim Regulatory compliance API for AI agents. Classify AI systems by risk level and …	—	○ ⏳	—	N/A	N/A	—	95	—
49555	Agent Orchestration Claim A Model Context Protocol (MCP) server that enables multiple AI agents to share …	—	○ ⏳	—	N/A	N/A	—	—	—
49556	mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49557	HeyTraders MCP Claim Run and backtest quantitative trading strategies using natural language descrip…	—	○ ⏳	—	N/A	N/A	—	95	—
49558	mcp-rss-feed-searcher Claim An MCP server that enables searching across multiple RSS feed sources simultane…	—	○ ⏳	—	—	—	—	—	—
49559	fiscal Claim Brazilian fiscal MCP server - issue NF-e, NFC-e, NFS-e, CT-e, MDF-e and DC-e vi…	—	○ ⏳	—	—	—	—	—	—
49560	Black Duck Security Scanner Claim AI-powered security scanning using Black Duck Signal for vulnerability detectio…	—	○ ⏳	—	N/A	N/A	—	—	—
49561	spaceship-mcp Claim 1 Manage domains, DNS records, contacts, marketplace listings, and more via the S…	—	○	—	N/A	N/A	—	81	—
49562	Kapruka MCP Claim Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…	—	○ ⏳	—	—	—	—	—	—
49563	Video Metadata MCP Claim Enables comprehensive video file metadata management including reading, editing…	—	○ ⏳	—	N/A	N/A	—	95	—
49564	Person Enrichment — Professional Profil… Claim Person enrichment API for AI agents. Enrich any email address into a full profe…	—	○ ⏳	—	—	—	—	81	—
49565	Polymarket Data by PolymarketScan Claim Real-time Polymarket analytics for AI agents. Query live prediction market data…	—	○ ⏳	—	—	—	—	81	—
49566	Vector Memory MCP Server Claim Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…	—	○ ⏳	—	N/A	N/A	—	—	—
49567	Google Scholar Claim Search Google Scholar for academic papers, citations, and author profiles.	—	○ ⏳	—	—	—	—	—	—
49568	DataMerge Claim Enhances business intelligence by enriching company and contact data using doma…	—	○ ⏳	—	—	—	—	81	—
49569	decixa-mcp Claim 1 Decixa MCP Server — intent-driven API discovery and selection for AI agents.	—	○	—	N/A	N/A	—	81	—
49570	@node2flow/google-sheets-mcp Claim MCP server for managing Google Sheets via 23 tools, enabling read/write, format…	—	○ ⏳	—	—	—	—	—	—
49571	xhs-mcp-light Claim A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…	—	○ ⏳	—	N/A	N/A	—	—	—
49572	Pinecone MCP Server Claim Enables AI assistants to perform semantic search, manage vectors, and interact …	—	○ ⏳	—	—	—	—	81	—
49573	SignalK MCP Server Claim Enables AI agents to access SignalK marine data with 90-96% token reduction by …	—	○ ⏳	—	—	—	—	—	—
49574	server-curl Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49575	TaskMan of London Claim TaskMan of London lets AI agents help users find, price, and book real home ser…	—	○ ⏳	—	—	—	—	81	—
49576	JinaAI MCP Server Claim Enables LLMs to read and extract clean, markdown-formatted content from any web…	—	○ ⏳	—	—	—	—	—	—
49577	DuploCloud Docker MCP Server Claim Enables comprehensive management of DuploCloud infrastructure, including tenant…	—	○ ⏳	—	—	—	—	81	—
49578	ISM MCP Server Claim Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…	—	○ ⏳	—	—	—	—	—	—
49579	MCP AI Chat Server Claim A Laravel-based AI-powered chat interface for business management operations, e…	—	○ ⏳	—	—	—	—	—	—
49580	parsely-mcp Claim MCP server that enables AI assistants to query Parse.ly analytics for top posts…	—	○ ⏳	—	—	—	—	—	—
49581	Weather MCP Server Claim A sample MCP server that provides weather alerts and forecasts using the Nation…	—	○ ⏳	—	—	—	—	—	—
49582	hackbrowser-mcp Claim Enables AI agents to perform security testing on web applications by controllin…	—	○ ⏳	—	N/A	N/A	—	—	—
49583	Futurama Quote Machine MCP Server Claim Enables interaction with Futurama quotes through Claude Desktop by connecting t…	—	○ ⏳	—	—	—	—	81	—
49584	computer-use-linux Claim Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…	—	○ ⏳	—	N/A	N/A	—	—	—
49585	jazzcash-mcp Claim MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …	—	○ ⏳	—	—	—	—	—	—
49586	OrcaRouter Claim Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…	—	○ ⏳	—	N/A	N/A	—	—	—
49587	Mailjet MCP Server Claim Enables AI agents to interact with Mailjet's contact, campaign, segmentation, s…	—	○ ⏳	—	—	—	—	—	—
49588	First Dollar Claim A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…	—	○ ⏳	—	N/A	N/A	—	—	—
49589	omdb-mcp Claim MCP server for the OMDb API - search movies, series, and episodes from any MCP-…	—	○ ⏳	—	—	—	—	—	—
49590	motherduck-mcp Claim Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…	—	○ ⏳	—	—	—	—	—	—
49591	sip Claim The sip MCP (Model Context Protocol) integration provides a powerful way to aut…	—	○ ⏳	—	N/A	N/A	—	95	—
49592	Micu Image MCP Claim Wraps the Micu image API as an MCP server for generating, editing, batch proces…	—	○ ⏳	—	—	—	—	—	—
49593	ServiceNow CMDB MCP Server Claim Connects AI assistants to ServiceNow CMDB via natural language, enabling queryi…	—	○ ⏳	—	—	—	—	—	—
49594	google-calendar Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49595	Hosted MCP Claim Integrate and extend LLM capabilities with external data and tools.	—	○ ⏳	—	N/A	N/A	—	95	—
49596	ironscout Claim Read-only ammo pricing: offer search, caliber market snapshots, retailer direct…	—	○ ⏳	—	—	—	—	—	—
49597	my-mcp-server Claim A basic MCP server that implements a calculate tool for arithmetic operations (…	—	○ ⏳	—	N/A	N/A	—	—	—
49598	codesign-mcp Claim Local MCP server for Tencent CoDesign sharing links, exposing artboards, layer …	—	○ ⏳	—	N/A	N/A	—	—	—
49599	question-market Claim MCP server for question.market prediction markets on Algorand. Enables market b…	—	○ ⏳	—	—	—	—	—	—
49600	haldir Claim Haldir is a security and governance layer for AI agents. Session-scoped permiss…	—	○ ⏳	—	—	—	—	81	—

Showing 49551–49600 of 49876 servers

« Prev 1 … 990 991 992 993 994 … 998 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops