MCP Scoreboard

50103

Discovered

→

29730

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49051	Slideforge Claim Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…	—	○ ⏳	—	—	—	—	81	—
49052	InferMap Claim Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …	—	○ ⏳	—	—	—	—	—	—
49053	Campus Copilot MCP Claim Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…	—	○ ⏳	—	N/A	N/A	—	95	—
49054	whoop-mcp Claim Full read + write access to your Whoop fitness data via the private iOS API. 48…	—	○ ⏳	—	N/A	N/A	—	—	—
49055	platform-eng-copilot Claim Enables platform engineering workflows via GitHub Copilot, including creating r…	—	○ ⏳	—	—	—	—	—	—
49056	Kabuzz MCP Server Claim Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…	—	○ ⏳	—	—	—	—	—	—
49057	mcp-server Claim Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…	—	○ ⏳	—	N/A	N/A	—	—	—
49058	Tripwire Claim Security gateway for MCP agents: blocks prompt-injection-driven tool calls befo…	—	○ ⏳	—	N/A	N/A	—	—	—
49059	food-safety-mcp Claim Enables checking food additive safety, nutrition profiles, pesticide residues, …	—	○ ⏳	—	—	—	—	—	—
49060	touchgrass-mcp Claim Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…	—	○ ⏳	—	N/A	N/A	—	—	—
49061	trust-check-mcp Claim Free OFAC SDN wallet screen + sample preview for AI agents on Base. Read-only, …	—	○ ⏳	—	—	—	—	—	—
49062	webcrawl-mcp Claim Local-first web scraping, search, and crawling. Static pages extracted locally …	—	○ ⏳	—	N/A	N/A	—	—	—
49063	mcp-maritime Claim Provides real-time maritime weather data, tropical cyclone warnings, and route …	—	○ ⏳	—	—	—	—	—	—
49064	gst-validator-mcp Claim Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…	—	○ ⏳	—	—	—	—	—	—
49065	cyberscanner Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49066	devops-mcp Claim Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki	—	○ ⏳	—	N/A	N/A	—	—	—
49067	Plany Claim Organize travel itineraries by creating detailed trips with scheduled events li…	—	○ ⏳	—	—	—	—	81	—
49068	CERN ROOT MCP Server Claim An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.	—	○ ⏳	—	—	—	—	—	—
49069	ComfyUI MCP Server Claim Enables AI assistants to interact with local ComfyUI installations to list node…	—	○ ⏳	—	N/A	N/A	—	95	—
49070	keris_edumcp_2nd Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49071	@git-fabric/aiana Claim A composable semantic memory layer that provides cross-project recall and sessi…	—	○ ⏳	—	—	—	—	81	—
49072	Gibs Claim Regulatory compliance API for AI agents. Classify AI systems by risk level and …	—	○ ⏳	—	N/A	N/A	—	95	—
49073	Agent Orchestration Claim A Model Context Protocol (MCP) server that enables multiple AI agents to share …	—	○ ⏳	—	N/A	N/A	—	—	—
49074	mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49075	HeyTraders MCP Claim Run and backtest quantitative trading strategies using natural language descrip…	—	○ ⏳	—	N/A	N/A	—	95	—
49076	mcp-rss-feed-searcher Claim An MCP server that enables searching across multiple RSS feed sources simultane…	—	○ ⏳	—	—	—	—	—	—
49077	fiscal Claim Brazilian fiscal MCP server - issue NF-e, NFC-e, NFS-e, CT-e, MDF-e and DC-e vi…	—	○ ⏳	—	—	—	—	—	—
49078	Black Duck Security Scanner Claim AI-powered security scanning using Black Duck Signal for vulnerability detectio…	—	○ ⏳	—	N/A	N/A	—	—	—
49079	spaceship-mcp Claim 1 Manage domains, DNS records, contacts, marketplace listings, and more via the S…	—	○	—	N/A	N/A	—	81	—
49080	Kapruka MCP Claim Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…	—	○ ⏳	—	—	—	—	—	—
49081	Video Metadata MCP Claim Enables comprehensive video file metadata management including reading, editing…	—	○ ⏳	—	N/A	N/A	—	95	—
49082	Person Enrichment — Professional Profil… Claim Person enrichment API for AI agents. Enrich any email address into a full profe…	—	○ ⏳	—	—	—	—	81	—
49083	Polymarket Data by PolymarketScan Claim Real-time Polymarket analytics for AI agents. Query live prediction market data…	—	○ ⏳	—	—	—	—	81	—
49084	Vector Memory MCP Server Claim Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…	—	○ ⏳	—	N/A	N/A	—	—	—
49085	Google Scholar Claim Search Google Scholar for academic papers, citations, and author profiles.	—	○ ⏳	—	—	—	—	—	—
49086	DataMerge Claim Enhances business intelligence by enriching company and contact data using doma…	—	○ ⏳	—	—	—	—	81	—
49087	decixa-mcp Claim 1 Decixa MCP Server — intent-driven API discovery and selection for AI agents.	—	○	—	N/A	N/A	—	81	—
49088	@node2flow/google-sheets-mcp Claim MCP server for managing Google Sheets via 23 tools, enabling read/write, format…	—	○ ⏳	—	—	—	—	—	—
49089	xhs-mcp-light Claim A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…	—	○ ⏳	—	N/A	N/A	—	—	—
49090	Pinecone MCP Server Claim Enables AI assistants to perform semantic search, manage vectors, and interact …	—	○ ⏳	—	—	—	—	81	—
49091	SignalK MCP Server Claim Enables AI agents to access SignalK marine data with 90-96% token reduction by …	—	○ ⏳	—	—	—	—	—	—
49092	server-curl Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49093	TaskMan of London Claim TaskMan of London lets AI agents help users find, price, and book real home ser…	—	○ ⏳	—	—	—	—	81	—
49094	JinaAI MCP Server Claim Enables LLMs to read and extract clean, markdown-formatted content from any web…	—	○ ⏳	—	—	—	—	—	—
49095	DuploCloud Docker MCP Server Claim Enables comprehensive management of DuploCloud infrastructure, including tenant…	—	○ ⏳	—	—	—	—	81	—
49096	ISM MCP Server Claim Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…	—	○ ⏳	—	—	—	—	—	—
49097	MCP AI Chat Server Claim A Laravel-based AI-powered chat interface for business management operations, e…	—	○ ⏳	—	—	—	—	—	—
49098	parsely-mcp Claim MCP server that enables AI assistants to query Parse.ly analytics for top posts…	—	○ ⏳	—	—	—	—	—	—
49099	Weather MCP Server Claim A sample MCP server that provides weather alerts and forecasts using the Nation…	—	○ ⏳	—	—	—	—	—	—
49100	hackbrowser-mcp Claim Enables AI agents to perform security testing on web applications by controllin…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 49051–49100 of 50103 servers

« Prev 1 … 980 981 982 983 984 … 1003 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops