MCP Scoreboard

64798

Discovered

→

30751

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◔ Limited Scores
30751	mcp-merchant Claim 1 Search-only commerce MCP server backed by Stripe (test)	F 16 ³⁄₅	◔	—	0	0	—	47	—
○ Unscored
30752	Moleculer MCP Bridge Claim MCP server that exposes Moleculer.js microservice actions as AI tools, enabling…	—	○ ⏳	—	—	—	—	—	—
30753	ai-usage-metrics-mcp Claim A MCP server for tracking AI usage metrics and structured logs across applicati…	—	○ ⏳	—	N/A	N/A	—	—	—
30754	Monarch Money MCP Server Claim A Model Context Protocol (MCP) server that enables AI assistants to interact wi…	—	○ ⏳	—	—	—	—	—	—
30755	Salesforce Copilot MCP Claim Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, su…	—	○ ⏳	—	—	—	—	—	—
30756	Novu MCP Server Claim Enables AI agents to interact with Novu's notification infrastructure, supporti…	—	○ ⏳	—	—	—	—	—	—
30757	SilentFail Claim Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…	—	○ ⏳	—	N/A	N/A	—	—	—
30758	Cortex XSIAM MCP Gateway Claim Enables governed agent access to Cortex XSIAM security operations APIs, includi…	—	○ ⏳	—	—	—	—	—	—
30759	AOL Mail MCP Server Claim Enables reading, searching, sending, and managing AOL Mail emails and folders v…	—	○ ⏳	—	—	—	—	—	—
30760	agentic-swarm-marketplace Claim Agentic Swarm Marketplace is a hierarchical multi-agent stack for **machine…	—	○ ⏳	—	—	—	—	81	—
30761	mcp-devops-deploy Claim Enables automated deployments, environment management, snapshots, and deploymen…	—	○ ⏳	—	N/A	N/A	—	—	—
30762	openemr-wiki-mcp Claim A local-first MCP server that provides fast access to OpenEMR wiki pages, users…	—	○ ⏳	—	N/A	N/A	—	—	—
30763	Modular RAG MCP Server Claim A pluggable, observable modular RAG framework exposing tools via MCP protocol f…	—	○ ⏳	—	—	—	—	—	—
30764	arr-stack-mcp Claim A Model Context Protocol server that exposes Sonarr, Radarr, Lidarr, and Jellyf…	—	○ ⏳	—	—	—	—	—	—
30765	Google News & Trends MCP Claim Query Google News RSS feeds and search interest over time via Google Trends.	—	○ ⏳	—	N/A	N/A	—	—	—
30766	mcp_shell_tools Claim A full-featured MCP server for local development with filesystem, shell, editor…	—	○ ⏳	—	N/A	N/A	—	—	—
30767	@runapi.ai/veo-3-1-mcp Claim MCP server for Veo 3.1 video generation models, enabling task creation (extend,…	—	○ ⏳	—	—	—	—	—	—
30768	text-count-mcp-server Claim Provides tools for AI models to count characters and words in text, supporting …	—	○ ⏳	—	—	—	—	—	—
30769	open-edison Claim Deterministic agentic data firewall that secures, monitors, and controls AI age…	—	○ ⏳	—	—	—	—	—	—
30770	Geekflare Claim Geekflare MCP server connects your AI agents to the live web for scraping, sear…	—	○ ⏳	—	—	—	—	—	—
30771	Visio MCP Server Claim Enables to create and edit Microsoft Visio diagrams programmatically via a stan…	—	○ ⏳	—	N/A	N/A	—	—	—
30772	mcp-bitbucket Claim MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…	—	○ ⏳	—	—	—	—	—	—
30773	Playwright Claim 1 A Model Context Protocol server providing browser automation capabilities using…	—	○ ⏳	—	N/A	N/A	—	95	—
30774	Aprimo DAM API MCP Server Claim Enables reading of Aprimo DAM asset metadata, fields, and files through the Apr…	—	○ ⏳	—	—	—	—	—	—
30775	Zurich Open Data MCP Server Claim An MCP server providing AI-powered access to Open Data from the City of Zurich,…	—	○ ⏳	—	—	—	—	—	—
30776	ccpp-tools-mcp Claim MCP server providing deterministic, standards-traceable engineering calculation…	—	○ ⏳	—	—	—	—	—	—
30777	mycobot-mcp Claim Enables sending pick-and-place instructions to myCobot using object detection v…	—	○ ⏳	—	N/A	N/A	—	—	—
30778	Web Search — Structured Results for AI … Claim Web search API for AI agents. Search the web and get structured results: title,…	—	○ ⏳	—	—	—	—	81	—
30779	swarmhaul Claim Multi-agent coordination protocol on Solana. AI agents self-organize into swarm…	—	○ ⏳	—	—	—	—	81	—
30780	tsetmc-mcp Claim An MCP server that provides live Tehran Stock Exchange data, including quotes, …	—	○ ⏳	—	N/A	N/A	—	—	—
30781	Firefly III MCP Server - Cloudflare Wor… Claim Enables AI tools to interact with Firefly III personal finance manager through …	—	○ ⏳	—	—	—	—	—	—
30782	figma-spec-mcp Claim Bridge Figma designs to any platform with structured specs for Unity, React, Fl…	—	○ ⏳	—	—	—	—	—	—
30783	Spark MCP Optimizer Claim An MCP server that optimizes Apache Spark code using Claude AI, providing intel…	—	○ ⏳	—	—	—	—	—	—
30784	Google SEO MCP Claim Enables querying Google Search Console and Google Analytics 4 through natural l…	—	○ ⏳	—	—	—	—	—	—
30785	skillsmcp Claim Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activati…	—	○ ⏳	—	N/A	N/A	—	—	—
30786	4get MCP Server Claim Provides web, image, and news search capabilities via the 4get meta search engi…	—	○ ⏳	—	—	—	—	—	—
30787	altium-mcp Claim Enables querying PCB and schematic data and driving DelphiScript automation in …	—	○ ⏳	—	N/A	N/A	—	—	—
30788	Food Delivery MCP Server Claim Enables users to search restaurants, view menus, place orders, and check order …	—	○ ⏳	—	—	—	—	—	—
30789	Passepartout Claim Enables AI assistants to manage content on self-hosted WordPress sites via the …	—	○ ⏳	—	—	—	—	—	—
30790	XCS221 Course Guide MCP Server Claim Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, paci…	—	○ ⏳	—	—	—	—	—	—
30791	Backtesting Arena Claim Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-…	—	○ ⏳	—	—	—	—	—	—
30792	FlightTicketMCP Claim Enables AI assistants to query flight routes, real-time flight tracking, weathe…	—	○ ⏳	—	—	—	—	—	—
30793	TaskFrame MCP Server Claim HTTP MCP server for TaskFrame that enables AI agents to manage projects, tasks,…	—	○ ⏳	—	—	—	—	—	—
30794	mcp-arcgis-lincolncountync Claim Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGI…	—	○ ⏳	—	—	—	—	—	—
30795	AgentCost Claim MCP server that analyzes AI agent session logs to find token waste and optimiza…	—	○ ⏳	—	N/A	N/A	—	—	—
30796	oura-mcp-server1 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
30797	claude-tmux Claim MCP server for orchestrating multiple Claude Code instances via tmux, enabling …	—	○ ⏳	—	N/A	N/A	—	—	—
30798	capitainecarbone Claim	—	○ ⏳	—	N/A	N/A	—	95	—
30799	taskforce Claim MCP server for AI agents to conduct multi-LLM roundtable discussions, returning…	—	○ ⏳	—	N/A	N/A	—	—	—
30800	docs-is-code Claim Enables document-driven development by automatically detecting Markdown spec ch…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 30751–30800 of 64798 servers

« Prev 1 … 614 615 616 617 618 … 1296 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops