MCP Scoreboard

58579

Discovered

→

29876

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 57 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
57701	CodeRef AI Claim A tool for vibecoding personnel and non-programmers to perform static code audi…	—	○ ⏳	—	N/A	N/A	—	—	—
57702	Polymarket Data by PolymarketScan Claim Real-time Polymarket analytics for AI agents. Query live prediction market data…	—	○ ⏳	—	—	—	—	81	—
57703	IPI Provisioner MCP Server Claim An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users …	—	○ ⏳	—	N/A	N/A	—	—	—
57704	knowledge-graph-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57705	Mobile Automator MCP Server Claim An MCP server that gives AI agents the power to record, replay, and mock mobile…	—	○ ⏳	—	N/A	N/A	—	—	—
57706	logic-lab Claim A read-only reference server for 303 curated generative art algorithms implemen…	—	○ ⏳	—	N/A	N/A	—	—	—
57707	saqz Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57708	Meshy MCP Server Claim Enables AI agents to create, manage, and download 3D models, textures, images, …	—	○ ⏳	—	—	—	—	—	—
57709	Say Hello Claim Create friendly, personalized greetings by name. Switch to a playful pirate voi…	—	○ ⏳	—	N/A	N/A	—	95	—
57710	architecture-contract Claim An agnostic MCP server that reads arc.yaml from the workspace, exposing tools t…	—	○ ⏳	—	N/A	N/A	—	—	—
57711	skip-hire-ai-mcp Claim UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…	—	○ ⏳	—	N/A	N/A	—	—	—
57712	asian-etf-mcp Claim Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …	—	○ ⏳	—	N/A	N/A	—	—	—
57713	cds-kb-mcp Claim A dataless MCP server that searches the SAP CDS knowledge base, allowing users …	—	○ ⏳	—	N/A	N/A	—	—	—
57714	voc-amazon-reviews Claim Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…	—	○ ⏳	—	—	—	—	—	—
57715	Calcifier Claim MCP server for the Calcifier smart camping lamp, enabling control of lamp state…	—	○ ⏳	—	—	—	—	—	—
57716	xhs-mcp-light Claim A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…	—	○ ⏳	—	N/A	N/A	—	—	—
57717	test Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57718	sequential-thinking Claim Break down complex problems into adjustable, multi-step reasoning. Plan, revise…	—	○ ⏳	—	N/A	N/A	—	95	—
57719	AirLabs MCP Server Claim Provides AI assistants with access to real-time flight data, airport schedules,…	—	○ ⏳	—	—	—	—	—	—
57720	mcp-powerBI-to-report Claim Enables discovery of Fabric/Power BI workspaces and semantic models, execution …	—	○ ⏳	—	N/A	N/A	—	—	—
57721	ISM MCP Server Claim Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…	—	○ ⏳	—	—	—	—	—	—
57722	OzBridge Claim Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…	—	○ ⏳	—	—	—	—	—	—
57723	envato-mcp Claim MCP server for Envato API that enables searching the marketplace catalog, viewi…	—	○ ⏳	—	—	—	—	—	—
57724	Mailjet MCP Server Claim Enables AI agents to interact with Mailjet's contact, campaign, segmentation, s…	—	○ ⏳	—	—	—	—	—	—
57725	Streamable Demo Claim Provide a simple notes system with capabilities to create, list, and summarize …	—	○ ⏳	—	N/A	N/A	—	95	—
57726	First Dollar Claim A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…	—	○ ⏳	—	N/A	N/A	—	—	—
57727	appstoreconnect-codex-mcp Claim Enables read-only interaction with App Store Connect via MCP tools, including l…	—	○ ⏳	—	N/A	N/A	—	—	—
57728	Kommo MCP Server Claim Enables AI assistants to autonomously interact with Kommo CRM, providing tools …	—	○ ⏳	—	—	—	—	—	—
57729	omdb-mcp Claim MCP server for the OMDb API - search movies, series, and episodes from any MCP-…	—	○ ⏳	—	—	—	—	—	—
57730	motherduck-mcp Claim Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…	—	○ ⏳	—	—	—	—	—	—
57731	memory-graph Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57732	eda-mcp Claim Enables exploratory data analysis through an MCP server, allowing AI assistants…	—	○ ⏳	—	N/A	N/A	—	—	—
57733	google-calendar Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57734	selenium-mcp-server Claim A Model Context Protocol server for browser automation using Selenium WebDriver…	—	○ ⏳	—	N/A	N/A	—	—	—
57735	Hosted MCP Claim Integrate and extend LLM capabilities with external data and tools.	—	○ ⏳	—	N/A	N/A	—	95	—
57736	my-mcp-server Claim A basic MCP server that implements a calculate tool for arithmetic operations (…	—	○ ⏳	—	N/A	N/A	—	—	—
57737	haldir Claim Haldir is a security and governance layer for AI agents. Session-scoped permiss…	—	○ ⏳	—	—	—	—	81	—
57738	question-market Claim MCP server for question.market prediction markets on Algorand. Enables market b…	—	○ ⏳	—	—	—	—	—	—
57739	Kodi MCP Server Claim Enables querying, searching, and controlling Kodi media center libraries and pl…	—	○ ⏳	—	—	—	—	—	—
57740	codesign-mcp Claim Local MCP server for Tencent CoDesign sharing links, exposing artboards, layer …	—	○ ⏳	—	N/A	N/A	—	—	—
57741	MCP Server for Snowflake Claim Enables read-only querying of Snowflake databases through Claude, supporting mu…	—	○ ⏳	—	N/A	N/A	—	—	—
57742	acp-mcp Claim MCP server for remote machine operations via SSH, providing a single tool to ex…	—	○ ⏳	—	—	—	—	—	—
57743	mne-docs Claim 1 MCP server for MNE-Python documentation, source code, GitHub issues, and forum	—	○ ⏳	—	N/A	N/A	—	83	—
57744	mcp-server-google-search-console Claim Enables interaction with Google Search Console via MCP, offering search analyti…	—	○ ⏳	—	—	—	—	—	—
57745	biosamples-mcp Claim Validates biological sample metadata against ENA checklists, recommends appropr…	—	○ ⏳	—	N/A	N/A	—	—	—
57746	Tika MCP Server Claim Extracts text and metadata from various file formats (PDF, DOCX, images with OC…	—	○ ⏳	—	N/A	N/A	—	—	—
57747	incident-io-mcp-server Claim Enables interaction with Incident.io to manage incidents, severities, and healt…	—	○ ⏳	—	—	—	—	—	—
57748	password-mcp Claim Generates strong passwords and evaluates password strength using zxcvbn, with u…	—	○ ⏳	—	—	—	—	—	—
57749	API Tester MCP Claim Enables QA/SDET engineers to test APIs by ingesting Swagger/OpenAPI specs and P…	—	○ ⏳	—	N/A	N/A	—	—	—
57750	xmind-to-markdown-mcp Claim Converts XMind mind map files into structured Markdown documents, preserving hi…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 57701–57750 of 58579 servers

« Prev 1 … 1153 1154 1155 1156 1157 … 1172 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops