MCP Scoreboard

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25250

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1416

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16957

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Last updated 17 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6701	yelp ⚡ Claim 2 MCP server for Yelp - search businesses, read reviews, make reservations	B 71 ⁵⁄₄	◉	75	57	N/A	32	90	94
6702	hot-memory-mcp ⚡ Claim Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.	B 71 ⁵⁄₄	◉	84	28	N/A	80	81	88
6703	PostgreSQL MCP Server ⚡ Claim Provides secure, read-only access to PostgreSQL databases for schema inspection…	B 71 ⁵⁄₅	◉	78	61	—	23	81	100
6704	Debugg AI MCP ⚡ Claim Debugg AI MCP	B 71 ⁶⁄₆	◉ ⏳	100	76	0	80	81	91
6705	MCP Antigravity Bridge ⚡ Claim Enables OpenClaw agents to delegate complex coding tasks to the Antigravity VS …	B 71 ⁵⁄₄	◉ ⏳	72	56	N/A	30	95	91
6706	MCP LLM Integration Server ⚡ Claim Enables integration of local LLM capabilities with MCP-compatible clients like …	B 71 ⁵⁄₄	◉	90	53	N/A	23	90	83
6707	Gemini Image Generator MCP ⚡ Claim Enables Claude Desktop users to generate and edit high-quality images using Goo…	B 71 ⁵⁄₄	◉	62	46	N/A	53	95	99
6708	draw-flow-mcp-server ⚡ Claim 1 MCP server for Next AI Draw.io - AI-powered diagram generation with real-time b…	B 71 ⁵⁄₄	◉	57	71	N/A	36	90	94
6709	React USWDS MCP Server ⚡ Claim Indexes the locally-installed @trussworks/react-uswds package and helps code as…	B 71 ⁵⁄₄	◉	74	58	N/A	27	95	90
6710	telegram-bot-mcp ⚡ Claim Send messages and notifications to Telegram chats from your workflows. Deliver …	B 71 ⁵⁄₄	◉	54	71	N/A	26	95	100
6711	iTick MCP Server Claim Provides real-time financial market data for stocks across multiple markets (A-…	B 71 ⁵⁄₅	◉	78	68	—	25	82	92
6712	MCP App Workers Template Claim A production-ready template for building MCP servers on Cloudflare Workers that…	B 71 ⁵⁄₅	◉	78	58	—	32	81	98
6713	The Movie DB MCP Server Claim A server that connects to The Movie Database API, enabling clients to fetch pop…	B 71 ⁵⁄₄	◉	86	38	N/A	28	95	97
6714	Enhanced Dash MCP Server ⚡ Claim 1 An intelligent server that transforms local Dash documentation into a context-a…	B 71 ⁵⁄₅	◉	94	74	N/A	33	95	38
6715	lovable-mcp-server ⚡ Claim 1 Unofficial MCP server for analyzing Lovable-generated projects with Claude Desk…	B 71 ⁵⁄₄	◉	94	25	N/A	43	90	96
6716	MCP Debug Server ⚡ Claim 3 An MCP server for debugging Windows processes using WinDbg and CDB. It enables …	B 71 ⁵⁄₅	◉	81	91	N/A	21	90	54
6717	open-streetmap-mcp ⚡ Claim An OpenStreetMap MCP server with location-based services and geospatial data.	B 71 ⁵⁄₄	◉	78	31	N/A	53	90	100
6718	GitLab MCP Server ⚡ Claim Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…	B 71 ⁵⁄₅	◉ ⏳	78	66	—	27	80	92
6719	mcp-manager ⚡ Claim 1 A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…	B 71 ⁵⁄₄	◉	90	32	N/A	44	87	96
6720	Claude Paste MCP Claim 1 A Windows-native MCP server that enables users to paste images, Excel tables, r…	B 71 ⁵⁄₄	◉	84	56	N/A	24	87	93
6721	GitHub MCP Server ⚡ Claim 1 Enables comprehensive interaction with the GitHub API, including file operation…	B 71 ⁵⁄₅	◉	84	63	—	25	78	93
6722	Weather MCP Server ⚡ Claim 1 A free Model Context Protocol server that retrieves global weather data and for…	B 71 ⁵⁄₅	◉	80	68	—	22	81	88
6723	RFC MCP Server ⚡ Claim 2 An MCP server that enables programmatic access to IETF RFC documents, allowing …	B 71 ⁵⁄₅	◉	75	100	—	42	83	40
6724	KnowledgeBaseMCP ⚡ Claim Enables AI assistants to extract and analyze text content from various document…	B 71 ⁵⁄₄	◉	78	53	N/A	40	87	89
6725	clj-kondo MCP Server ⚡ Claim 1 A Model Context Protocol server that provides clj-kondo linting capabilities fo…	B 71 ⁵⁄₅	◉	63	100	N/A	41	95	42
6726	College Football MCP Claim Provides real-time college football game scores, betting odds, player statistic…	B 71 ⁵⁄₅	◉	78	63	—	30	81	93
6727	EdgeOne Pages MCP Server Claim Enables AI assistants to deploy and manage static websites directly through Edg…	B 71 ⁵⁄₅	◉	88	56	—	27	82	91
6728	Scancode License Analysis Tool for MCP Claim Analyzes software licenses using Scancode data to help users identify problemat…	B 71 ⁵⁄₄	◉	84	56	N/A	33	87	85
6729	Databricks MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to interact with Dat…	B 71 ⁵⁄₅	◉	71	57	—	44	81	99
6730	Chess MCP Server Claim Provides an interactive chess game experience through MCP tools with a web-base…	B 71 ⁵⁄₄	◉	66	60	N/A	43	95	86
6731	feuse-mcp ⚡ Claim 1 An MCP server that provides utilities for web developers to automate API integr…	B 71 ⁵⁄₄	◉	63	62	N/A	67	95	67
6732	Monti APM MCP Server ⚡ Claim Integrates Monti APM with the Model Context Protocol to provide AI assistants w…	B 71 ⁵⁄₅	◉	78	68	—	24	81	90
6733	ipfind-mcp-server ⚡ Claim IP Address location service using the [IP Find](https://ipfind.com) API	B 71 ⁵⁄₅	◉	68	60	—	40	82	100
6734	OSRS MCP Server ⚡ Claim Enables interaction with Old School RuneScape game data and Wiki through the Mo…	B 71 ⁵⁄₅	◉	74	100	—	44	81	43
6735	Verda Cloud MCP Server ⚡ Claim Enables management of Verda Cloud GPU instances through Claude, allowing users …	B 71 ⁵⁄₅	◉	60	82	—	24	81	99
6736	Gmail MCP Server Claim Enables interaction with Gmail through the Gmail API with OAuth2 authentication…	B 71 ⁵⁄₅	◉	78	62	—	21	81	99
6737	Senior Life Care MCP ⚡ Claim Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…	B 71 ⁵⁄₅	◉	80	72	—	29	81	80
6738	MCP Sui Tools ⚡ Claim 1 A toolkit that integrates with the Sui blockchain, allowing Claude to request t…	B 71 ⁵⁄₅	◉	54	82	—	45	81	90
6739	RDL MCP Server ⚡ Claim Edit SSRS reports using AI - simple tools to read and modify RDL files	B 71 ⁵⁄₄	◉	84	30	N/A	49	91	96
6740	markitdown ✓ ⚡ Claim MCP tool access to MarkItDown -- a library that converts many file formats (loc…	B 71 ⁵⁄₄	◉	72	30	N/A	72	94	94
6741	PocketBase MCP Server ⚡ Claim 2 Manage your PocketBase databases effortlessly. Perform advanced database operat…	B 71 ⁵⁄₅	◉	86	62	N/A	39	71	88
6742	MCP Work History Server ⚡ Claim 1 A Model Context Protocol server that enables AI tools to automatically log thei…	B 71 ⁵⁄₅	◉ ⏳	69	100	N/A	40	95	39
6743	Universal Documentation MCP Server ⚡ Claim Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…	B 71 ⁵⁄₅	◉	94	36	—	44	81	95
6744	Salesforce MCP Server ⚡ Claim Enables interaction with Salesforce organizations through SOQL queries, object …	B 71 ⁵⁄₄	◉	60	68	N/A	25	95	100
6745	MCP Docs Server ⚡ Claim 1 Makes local markdown documentation files automatically available to AI assistan…	B 71 ⁵⁄₄	◉	78	37	N/A	44	92	100
6746	Tafa MCP Server ⚡ Claim A production-ready Model Context Protocol server that provides comprehensive fi…	B 71 ⁵⁄₄	◉	54	65	N/A	41	95	99
6747	MCP Xcode Server ⚡ Claim 2 An MCP server that provides tools for programmatically interacting with Xcode p…	B 71 ⁵⁄₄	◉	71	50	N/A	46	87	99
6748	playwright-mcp ⚡ Claim 1 Playwright Tools for MCP	B 71 ⁵⁄₅	◉	62	100	N/A	54	83	46
6749	mcp-ctftime ⚡ Claim Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…	B 71 ⁵⁄₅	◉ ⏳	60	61	—	58	81	96
6750	TypeScript MCP Server Boilerplate ⚡ Claim A boilerplate project for quickly developing Model Context Protocol servers usi…	B 71 ⁵⁄₄	◉	66	61	N/A	26	95	99

Showing 6701–6750 of 33379 servers

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