MCP Scoreboard

44440

Discovered

→

29489

Scored

→

2111

Verified

→

16952

Complete

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

Last updated 15 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
1601	Sats4AI - Bitcoin-Powered AI Tools Claim Permissionless communication supercharger. 40+ Lightning-paid tools for humans …	B 79 ⁶⁄₆	◉ ⏳	90	80	94	22	81	89
1602	Shopify Store MCP Server ⚡ Claim Enables AI agents to interact with live Shopify stores through Admin and Storef…	B 79 ⁵⁄₅	◉ ⏳	90	72	—	61	80	88
1603	hermes-mcp Claim Elixir Model Context Protocol (MCP) SDK	B 79 ⁵⁄₄	◉ ⏳	74	68	N/A	66	90	99
1604	SuperDB MCP Server ⚡ Claim Enables AI assistants to execute SuperSQL queries on data files and SuperDB dat…	B 79 ⁵⁄₄	◉ ⏳	86	56	N/A	63	95	91
1605	Home Assistant MCP Server ⚡ Claim 1 A server that enables interaction with Home Assistant devices and automations t…	B 79 ⁵⁄₅	◉ ⏳	94	66	—	52	76	99
1606	Jira MCP Server ⚡ Claim Enables AI assistants to interact with Jira Cloud by managing issues, comments,…	B 79 ⁵⁄₅	◉ ⏳	84	100	—	30	81	85
1607	Emoji Storyteller MCP Server ⚡ Claim Generates entertaining stories told entirely through emojis with adjustable cha…	B 79 ⁵⁄₅	◉ ⏳	94	83	N/A	24	95	82
1608	nanobanana-mcp ⚡ Claim 1 A security-hardened MCP server for generating and editing images using Google G…	B 79 ⁵⁄₅	◉ ⏳	90	67	—	48	82	100
1609	monarch-mcp-server ⚡ Claim	B 79 ⁵⁄₄	◉ ⏳	84	70	N/A	49	87	99
1610	Git Metrics MCP Server ⚡ Claim Analyzes git repository metrics to understand team health, development patterns…	B 79 ⁵⁄₄	◉ ⏳	90	32	N/A	79	95	100
1611	Spider MCP ⚡ Claim Enables web searching and webpage scraping using pure crawler technology withou…	B 79 ⁵⁄₄	◉ ⏳	94	61	N/A	38	95	93
1612	shadcn-ui-mcp-server ⚡ Claim MCP server that gives AI assistants seamless access to shadcn/ui v4 components,…	B 79 ⁵⁄₄	◉ ⏳	96	30	N/A	88	89	98
1613	Salesforce MCP Server ⚡ Claim 3 An MCP server implementation that integrates Claude with Salesforce, enabling n…	B 79 ⁵⁄₅	◉ ⏳	79	100	—	50	76	80
1614	Android Debug Bridge MCP ⚡ Claim Enables control of Android devices via ADB for automation and testing. Supports…	B 79 ⁵⁄₄	◉ ⏳	90	51	N/A	52	95	100
1615	Code Memory ⚡ Claim MCP server with local vector search for your codebase. Smart indexing, semantic…	B 79 ⁵⁄₄	◉ ⏳	76	58	N/A	81	92	92
1616	Diffgrab ⚡ Claim Web page change tracking with structured diffs. markgrab + snapgrab integration.	B 79 ⁴⁄₄	◉ ⏳	72	N/A	N/A	48	95	97
1617	mtg-oracle ⚡ Claim Magic: The Gathering card search, rules lookup, deck analysis, price data, and …	B 79 ⁵⁄₄	◉ ⏳	76	58	N/A	72	94	97
1618	ChatGPT WebSearch MCP ⚡ Claim Provides access to OpenAI's ChatGPT API with web search capabilities for Claude…	B 79 ⁵⁄₅	◉ ⏳	90	71	—	53	81	91
1619	CockroachDB MCP Server ⚡ Claim 1 Enables AI assistants to query and interact with CockroachDB clusters through n…	B 79 ⁵⁄₅	◉ ⏳	82	82	—	45	77	99
1620	nexus-mcp ⚡ Claim Invoke CLI agents (Codex, Claude, OpenCode) as MCP tools with parallel execution	B 79 ⁴⁄₄	◉ ⏳	67	N/A	N/A	55	95	96
1621	Peekaboo MCP ⚡ Claim 1 Provides read-only access to your entire codebase while restricting AI agents t…	B 79 ⁵⁄₄	◉ ⏳	78	63	N/A	64	92	98
1622	healthcare-mcp-public ⚡ Claim 1 A Model Context Protocol (MCP) server providing AI assistants with access to he…	B 79 ⁵⁄₅	◉ ⏳	85	58	N/A	72	81	99
1623	FFBB MCP Server ⚡ Claim Provides access to real-time data from the French Basketball Federation (FFBB),…	B 79 ⁶⁄₆	◉ ⏳	74	71	87	69	82	90
1624	Tinyman MCP ⚡ Claim Enables interaction with Tinyman AMM protocol on Algorand blockchain, supportin…	B 79 ⁵⁄₄	◉ ⏳	86	70	N/A	40	95	93
1625	FreshRSS MCP Server ⚡ Claim Enables interaction with FreshRSS instances through the Google Reader API. Supp…	B 79 ⁵⁄₅	◉ ⏳	78	72	—	70	81	94
1626	CDC MCP Server ⚡ Claim 1 Provides access to 73 CDC public health datasets covering disease surveillance,…	B 79 ⁵⁄₅	◉ ⏳	96	68	—	48	82	90
1627	Ilograph ⚡ Claim Provides access to up-to-date Ilograph documentation and syntax validation capa…	B 79 ⁵⁄₅	◉ ⏳	92	55	—	68	81	99
1628	patreon-mcp-server ⚡ Claim Access your Patreon creator data - campaigns, patrons, tiers, and posts.	B 79 ⁵⁄₄	◉ ⏳	76	67	N/A	71	83	100
1629	mcp-india-stack ⚡ Claim 1 An offline-first MCP server for Indian financial, tax, and government APIs, pro…	B 79 ⁴⁄₄	◉ ⏳	57	N/A	N/A	74	95	96
1630	mcp-webgate ⚡ Claim Web search that doesn't wreck your AI's memory.	B 79 ⁴⁄₄	◉ ⏳	61	N/A	N/A	64	95	98
1631	codealive-mcp ⚡ Claim Semantic code search and analysis from CodeAlive for AI assistants and agents.	B 79 ⁵⁄₄	◉ ⏳	75	86	N/A	55	83	90
1632	Express-REST-API-and-MCP-Server-Framewo… Claim Express REST API and MCP Server Framework is a comprehensive development framew…	B 79 ⁵⁄₄	◉ ⏳	96	56	N/A	90	95	58
1633	zig-mcp-server ⚡ Claim A Model Context Protocol (MCP) server that provides Zig language tooling, code …	B 79 ⁵⁄₄	◉ ⏳	100	40	N/A	69	95	89
1634	ILP Drone Delivery MCP Server ⚡ Claim 1 Enables Large Language Models to interact with the ILP Drone Delivery System to…	B 79 ⁵⁄₅	◉ ⏳	78	100	N/A	24	95	82
1635	Oscribble MCP Server ⚡ Claim Enables Claude to interact with Oscribble task projects through natural languag…	B 79 ⁵⁄₄	◉ ⏳	90	55	N/A	52	90	100
1636	mcp-server ⚡ Claim Real-time oil, gas, and commodity prices. 174+ commodities, futures, rig counts.	B 79 ⁵⁄₄	◉ ⏳	72	72	N/A	70	83	99
1637	Ambivo MCP Server ⚡ Claim 1 Provides access to Ambivo API endpoints for natural language querying of entity…	B 79 ⁵⁄₅	◉ ⏳	84	72	—	59	80	95
1638	gravity-swarm ⚡ Claim Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP	B 79 ⁵⁄₅	◉ ⏳	72	100	N/A	27	95	87
1639	memory ⚡ Claim Persistent memory for AI assistants. Store, search, and recall across sessions.	B 79 ⁵⁄₄	◉ ⏳	90	68	N/A	58	83	91
1640	Repository Intelligence ⚡ Claim Analyze repos of any size - security scanning code analysis monorepo support	B 79 ⁵⁄₄	◉ ⏳	94	60	N/A	63	87	88
1641	Redash MCP Server ⚡ Claim Enables interaction with Redash instances through a standardized interface, all…	B 79 ⁵⁄₅	◉ ⏳	84	68	—	58	81	100
1642	mcp-server-aws-sso ⚡ Claim AWS Single Sign-On (SSO) integration enabling AI systems to securely interact w…	B 79 ⁵⁄₅	◉ ⏳	84	72	—	63	81	92
1643	YNAB MCP Server ⚡ Claim 1 A minimal and auditable MCP server that enables local AI assistants to read and…	B 79 ⁵⁄₅	◉ ⏳	82	76	—	51	82	100
1644	Jira MCP Server ⚡ Claim 1 Provides AI models with full access to Jira Cloud functionality, enabling issue…	B 79 ⁵⁄₅	◉ ⏳	94	100	—	57	81	49
1645	Metabase MCP Server ⚡ Claim Enables AI assistants to interact with Metabase analytics platform, allowing th…	B 79 ⁵⁄₄	◉ ⏳	90	71	—	23	95	99
1646	Magento 2 Coding Standards MCP Server ⚡ Claim 1 Provides AI assistants with comprehensive Magento 2 coding standards, security …	B 79 ⁵⁄₅	◉ ⏳	90	65	—	55	80	97
1647	mcp-data-extractor ⚡ Claim 3 A Model Context Protocol server that extracts embedded data (such as i18n trans…	B 79 ⁵⁄₅	◉ ⏳	75	100	N/A	66	90	58
1648	MCP Codebase Index ⚡ Claim Enables semantic search across your codebase using Google's Gemini embeddings a…	B 79 ⁵⁄₄	◉ ⏳	94	68	N/A	33	95	92
1649	Schwab MCP Server ⚡ Claim Enables AI assistants to securely interact with Charles Schwab accounts through…	B 79 ⁵⁄₅	◉ ⏳	94	71	—	39	80	100
1650	Tarot MCP Server ⚡ Claim Provides tarot card reading capabilities with a complete 78-card deck, multiple…	B 79 ⁵⁄₅	◉ ⏳	90	60	—	64	82	97

Showing 1601–1650 of 44440 servers

« Prev 1 … 31 32 33 34 35 … 889 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops