MCP Scoreboard

67181

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 23 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
38801	Finnish Energy Regulation MCP Claim Enables full-text search and retrieval of Finnish energy regulations from four …	—	○ ⏳	—	N/A	N/A	—	—	—
38802	mcp-internet Claim Enables local LLMs to search the web, scrape pages, and extract structured data…	—	○ ⏳	—	N/A	N/A	—	—	—
38803	CPZAI Claim Build, backtest, and deploy quantitative trading strategies from your AI agent.	—	○ ⏳	—	—	—	—	—	—
38804	hackerone-mcp Claim A local, read-only MCP server that connects your HackerOne researcher account t…	—	○ ⏳	—	N/A	N/A	—	—	—
38805	Polyforge MCP Server Claim Enables AI assistants to interact with the Polyforge prediction market platform…	—	○ ⏳	—	—	—	—	—	—
38806	magento-api-mcp Claim Enables searching and retrieving Magento 2 REST API documentation offline via l…	—	○ ⏳	—	N/A	N/A	—	—	—
38807	Short Video Agent Kit Claim Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…	—	○ ⏳	—	—	—	—	—	—
38808	music21-mcp Claim Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …	—	○ ⏳	—	N/A	N/A	—	—	—
38809	rag-rat Claim Local repo-intelligence MCP for coding agents: indexes source, symbols, call gr…	—	○ ⏳	—	N/A	N/A	—	—	—
38810	discord-mcp Claim Enables AI clients to manage Discord servers, including channels, messages, rol…	—	○ ⏳	—	—	—	—	—	—
38811	agentify Claim Turn any OpenAPI / Swagger spec into an agent-ready MCP server.	—	○ ⏳	—	—	—	—	—	—
38812	Alcove Claim A local-first personal information manager for knowledge, pins, tasks, and moun…	—	○ ⏳	—	N/A	N/A	—	—	—
38813	slack-code-mcp Claim A focused remote MCP server that enables LLMs to search and execute Slack Web A…	—	○ ⏳	—	N/A	N/A	—	—	—
38814	chuk-mcp-her Claim An MCP server for querying Historic Environment Records across England and Scot…	—	○ ⏳	—	N/A	N/A	—	—	—
38815	KonQuest Meta Ads MCP ⚡ Claim Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…	—	○ ⏳	—	N/A	N/A	—	83	—
38816	Pixel Forge MCP Claim Enables creating and editing pixel art through an MCP interface, with a live br…	—	○ ⏳	—	—	—	—	—	—
38817	Shutterstock Stock Photo MCP Server Claim Enables AI agents to search for stock photography based on current location and…	—	○ ⏳	—	—	—	—	—	—
38818	zido-mcp Claim Unified MCP server for place search and geocoding across Kakao, Naver, and Goog…	—	○ ⏳	—	N/A	N/A	—	—	—
38819	alliotools-mcp Claim A privacy-first MCP server with 176+ local utilities including calculators, con…	—	○ ⏳	—	N/A	N/A	—	—	—
38820	Document Buddy Claim A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…	—	○ ⏳	—	N/A	N/A	—	—	—
38821	Your Echo Agent Claim Hire autonomous PR outreach agents from any MCP-compatible LLM. All-in-one AI o…	—	○ ⏳	—	N/A	N/A	—	—	—
38822	officeagent-net Claim MCP server that lets agents edit real Microsoft Word (.docx) documents - tracke…	—	○ ⏳	—	—	—	—	—	—
38823	onpe-mcp Claim MCP server for querying Peruvian electoral data (ONPE) including mesa results, …	—	○ ⏳	—	—	—	—	—	—
38824	mcp-rag-server Claim A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…	—	○ ⏳	—	N/A	N/A	—	—	—
38825	Sandbox Agent Claim Enables code execution in isolated Docker containers with persistent IPython, N…	—	○ ⏳	—	N/A	N/A	—	—	—
38826	CryptoGuard Claim Protect cryptocurrency investments by validating trades and scanning for potent…	—	○ ⏳	—	—	—	—	81	—
38827	AppealGo Claim 1 Check and appeal UK parking tickets (PCNs): grounds, deadlines, draft letters a…	—	○	—	—	—	—	67	—
38828	Bifrost-MCP Gateway Claim Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading …	—	○ ⏳	—	—	—	—	—	—
38829	code-memory-rs Claim Enables local semantic code search across repositories using natural language, …	—	○ ⏳	—	N/A	N/A	—	—	—
38830	scraping-api-marketplace Claim # API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…	—	○ ⏳	—	—	—	—	81	—
38831	airflow-mcp-server Claim Enables Claude to inspect and operate Apache Airflow over its REST API, providi…	—	○ ⏳	—	—	—	—	—	—
38832	ResumeMCP Claim Enables AI assistants to fetch a master resume, tailor it to a job description,…	—	○ ⏳	—	—	—	—	—	—
38833	siyuan-mcp Claim MCP server for SiYuan Note, enabling AI tools to search, read, create, and orga…	—	○ ⏳	—	—	—	—	—	—
38834	Threadkeep — Agent Checkpoints Claim 1 Agent checkpoints. Resume after context resets and handoffs with retry-safe, ve…	—	○	—	—	—	—	67	—
38835	jorkal-nft-mcp Claim Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…	—	○ ⏳	—	—	—	—	—	—
38836	crc-doc-mcp Claim An MCP server that provides intelligent access to CRC/OpenShift Local documenta…	—	○ ⏳	—	—	—	—	—	—
38837	Elicitly Claim Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus…	—	○ ⏳	—	N/A	N/A	—	—	—
38838	PixelForge MCP Claim An MCP server for AI-powered image generation, editing, analysis, and transform…	—	○ ⏳	—	—	—	—	—	—
38839	data-michigan Claim Enables AI agents to search and query the Michigan Open Data catalog, running S…	—	○ ⏳	—	—	—	—	—	—
38840	feishu-bridge Claim MCP server that enables AI agents to interact with Feishu (Lark) for calendar e…	—	○ ⏳	—	—	—	—	—	—
38841	PatchEvergreen MCP Server Claim Provides breaking changes analysis for libraries across multiple languages, ena…	—	○ ⏳	—	—	—	—	—	—
38842	cmd-mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
38843	docs Claim 1 Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…	—	○	—	N/A	N/A	—	81	—
38844	fitness-ai-mcp Claim fitness-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
38845	agent-runtime-mcp Claim Enables persistent task and goal management with AI-powered decomposition, cros…	—	○ ⏳	—	N/A	N/A	—	—	—
38846	A10 Guardian Claim MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…	—	○ ⏳	—	—	—	—	—	—
38847	Airtable MCP Server Claim Enables AI assistants to retrieve records from Airtable bases by providing reco…	—	○ ⏳	—	—	—	—	—	—
38848	sg-company-lookup Claim Enables lookup of Singapore companies by UEN or name using ACRA's free open dat…	—	○ ⏳	—	—	—	—	—	—
38849	SportsQuant MCP Server Claim Provides AI agents with professional-grade tools for expected value calculation…	—	○ ⏳	—	—	—	—	—	—
38850	GeoOntology-MCP Claim A geographic ontology layer MCP server that exposes hierarchical relations, top…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 38801–38850 of 67181 servers

« Prev 1 … 775 776 777 778 779 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops