MCP Scoreboard

59573

Discovered

→

29905

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
2901	Notion MCP Server ⚡ Claim A Model Context Protocol (MCP) server that exposes the official Notion SDK, all…	B 77 ⁵⁄₅	◉ ⏳	90	70	—	51	76	91
2902	ai-context-inspector ⚡ Claim Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…	B 77 ⁵⁄₄	◉ ⏳	84	72	N/A	37	92	91
2903	baozi-mcp ⚡ Claim 68 tools for AI agents to interact with Solana prediction markets on Baozi.bet	B 77 ⁵⁄₅	◉ ⏳	66	75	N/A	58	95	89
2904	GCP Billing and Monitoring MCP Server ⚡ Claim Enables interaction with Google Cloud services including billing cost analysis,…	B 77 ⁵⁄₅	◉ ⏳	84	68	—	51	81	95
2905	mcp-vcd ⚡ Claim 1 Provide all changes of the specified signal name to the model's context. This i…	B 77 ⁵⁄₄	◉ ⏳	90	56	N/A	52	89	92
2906	Doppler MCP Server ⚡ Claim 1 Enables secure secrets management through the Doppler CLI via natural language …	B 77 ⁵⁄₅	◉ ⏳	94	100	N/A	26	95	49
2907	JetsonMCP ⚡ Claim Connects AI assistants to NVIDIA Jetson Nano systems for edge computing managem…	B 77 ⁵⁄₅	◉ ⏳	94	67	—	48	81	86
2908	mcp-mongo-server ⚡ Claim 1 A Model Context Protocol Server for MongoDB	B 77 ⁵⁄₄	◉ ⏳	71	58	N/A	85	89	88
2909	Android Preference Editor MCP Server ⚡ Claim 1 Android Prefs MCP Server	B 77 ⁵⁄₅	◉ ⏳	74	100	N/A	60	87	55
2910	mcp-tailscale ⚡ Claim 1 An MCP server for managing and monitoring Tailscale networks through natural la…	B 77 ⁵⁄₅	◉ ⏳	75	62	—	65	82	99
2911	mcp ⚡ Claim 63 paid services via USDC: crypto analytics, satellite, IoT, AI inference, pred…	B 77 ⁵⁄₅	◉ ⏳	72	82	N/A	45	83	99
2912	archmcp Claim archmcp - MCP Architectural Snapshot Server and Knowledge Graph	B 77 ⁵⁄₄	◉ ⏳	84	56	N/A	56	95	90
2913	Twenty CRM MCP Server ⚡ Claim Enables AI agents to interact with Twenty CRM data through GraphQL and REST API…	B 77 ⁵⁄₅	◉ ⏳	92	65	—	40	80	99
2914	MCP Fetch Page ⚡ Claim Enables browser-based web page fetching with automatic cookie management and CS…	B 77 ⁵⁄₄	◉ ⏳	84	53	N/A	61	90	94
2915	Chat Human MCP Server Claim Enables AI agents to send messages to human users via chat platforms (currently…	B 77 ⁵⁄₅	◉ ⏳	82	70	—	52	76	100
2916	MCPFind ⚡ Claim 1 A context-efficient MCP tool proxy that uses semantic search to manage numerous…	B 77 ⁵⁄₄	◉ ⏳	100	52	N/A	38	90	95
2917	MCP PC Control Server ⚡ Claim 1 Provides comprehensive PC control capabilities including file operations (read,…	B 77 ⁵⁄₅	◉ ⏳	94	100	N/A	25	95	48
2918	ListenHub MCP Server ⚡ Claim Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …	B 77 ⁵⁄₅	◉ ⏳	84	73	—	48	81	92
2919	astracipher ⚡ Claim Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…	B 77 ⁵⁄₄	◉ ⏳	96	48	N/A	56	91	90
2920	fabric-atelier ⚡ Claim AI-powered content processing with 226 Fabric patterns for writing, analysis, a…	B 77 ⁵⁄₄	◉ ⏳	96	63	N/A	35	90	86
2921	MCP SSH Server ⚡ Claim 1 Enables seamless SSH operations including secure connections, file transfers, i…	B 77 ⁵⁄₅	◉ ⏳	94	100	N/A	31	95	44
2922	Eureka Labo Task Management MCP Server ⚡ Claim Enables task management and automated development workflow tracking with Eureka…	B 77 ⁵⁄₄	◉ ⏳	94	63	N/A	24	95	94
2923	agent-mq ⚡ Claim Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…	B 77 ⁵⁄₅	◉ ⏳	72	70	—	63	82	95
2924	Excel to JSON MCP by WTSolutions ⚡ Claim The Excel to JSON MCP provides a standardized interface for converting Excel an…	B 77 ⁵⁄₅	◉ ⏳	78	100	—	31	81	79
2925	Google Maps Places ⚡ Claim Allow AI systems to search for places and get business info via Google Maps Pla…	B 77 ⁵⁄₄	◉ ⏳	88	70	N/A	55	75	91
2926	Design Patterns MCP Server ⚡ Claim Provides intelligent design pattern recommendations using semantic search throu…	B 77 ⁵⁄₄	◉ ⏳	100	38	N/A	55	95	92
2927	deep-research-mcp-server ⚡ Claim An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…	B 77 ⁵⁄₄	◉ ⏳	82	61	—	55	92	91
2928	Insight Digger MCP ⚡ Claim An enterprise-grade data analysis system that enables users to discover data so…	B 77 ⁵⁄₅	◉ ⏳	92	66	—	47	81	91
2929	Scratchpad MCP Claim 1 Enables shared scratchpad functionality for Claude Code sub-agents with full-te…	B 77 ⁵⁄₅	◉ ⏳	90	100	N/A	53	90	38
2930	xProof Claim 1 Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…	B 77 ⁶⁄₆	◉ ⏳	71	84	88	34	81	92
2931	WeChat Official Account MCP ⚡ Claim Enables AI applications to manage WeChat Official Accounts through standardized…	B 77 ⁵⁄₅	◉ ⏳	80	75	—	70	81	77
2932	Multi-Memory MCP Server Claim A knowledge graph memory server using SQLite to provide persistent, isolated co…	B 77 ⁵⁄₅	◉ ⏳	86	82	N/A	24	95	83
2933	vulcan-file-ops ⚡ Claim MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…	B 77 ⁵⁄₄	◉ ⏳	75	57	N/A	53	95	100
2934	MCP Component Review ⚡ Claim 1 Analyzes React component changes by performing structural analysis and generati…	B 77 ⁵⁄₅	◉ ⏳	90	66	—	48	78	95
2935	MariaDB MCP Server ⚡ Claim Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…	B 77 ⁵⁄₅	◉ ⏳	86	68	—	41	81	98
2936	Avrotize ⚡ Claim Schema conversion and schema-driven code generation MCP server.	B 77 ⁵⁄₄	◉ ⏳	90	37	N/A	70	92	98
2937	mcp-keyward ⚡ Claim Local encrypted vault for API keys. LLMs never see your real keys — the server …	B 77 ⁴⁄₄	◉ ⏳	78	N/A	N/A	21	95	99
2938	Make MCP Server ⚡ Claim This server enables AI assistants to discover, parameterize, and trigger Make.c…	B 77 ⁵⁄₅	◉ ⏳	84	68	—	56	78	93
2939	mcp-address-latest ⚡ Claim 1 MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…	B 77 ⁶⁄₆	◉ ⏳	81	76	94	42	74	83
2940	mcp-everything-search ⚡ Claim 1 Fast Windows file search using Everything SDK	B 77 ⁵⁄₄	◉ ⏳	84	58	N/A	63	90	88
2941	ai-distiller-mcp Claim Extracts essential code structure from large codebases into AI-digestible forma…	B 77 ⁵⁄₄	◉ ⏳	84	52	N/A	70	89	90
2942	xlwings Excel MCP Server ⚡ Claim 1 Enables Excel file manipulation through Microsoft's official COM automation int…	B 77 ⁵⁄₅	◉ ⏳	60	82	N/A	43	95	98
2943	Atlassian MCP Server Claim Enables AI assistants to search and retrieve data from Jira and Confluence dire…	B 77 ⁵⁄₄	◉ ⏳	72	75	N/A	40	95	94
2944	gemini-cloud-assist-mcp ⚡ Claim 1 MCP Server for understanding, managing & troubleshooting your GCP environment.	B 77 ⁵⁄₄	◉ ⏳	57	72	N/A	75	95	90
2945	Superpowers MCP Server ⚡ Claim 1 Provides access to the Superpowers skills library - expert-crafted workflows an…	B 77 ⁵⁄₅	◉ ⏳	86	100	N/A	39	95	46
2946	Readonly Filesystem MCP Server ⚡ Claim 1 Node.js server implementing Model Context Protocol for secure read-only filesys…	B 77 ⁵⁄₄	◉ ⏳	84	65	N/A	40	92	95
2947	n8n-workflow-builder-mcp ⚡ Claim 1 MCP server that allow LLM in agent mode builds n8n workflows for you	B 77 ⁵⁄₄	◉ ⏳	96	62	N/A	82	89	54
2948	MCP Inspector as MCP Server ⚡ Claim Enables LLMs to inspect and test other MCP servers by listing and calling their…	B 77 ⁵⁄₅	◉ ⏳	90	65	—	52	82	90
2949	DataSF MCP Server Claim Enables AI assistants to search, explore, and query San Francisco's open data p…	B 77 ⁵⁄₅	◉ ⏳	94	67	—	31	83	94
2950	Name.com MCP Server ⚡ Claim Enables management of domains and DNS records through the Name.com REST API. Us…	B 77 ⁵⁄₅	◉ ⏳	94	68	—	35	82	95

Showing 2901–2950 of 59573 servers

« Prev 1 … 57 58 59 60 61 … 1192 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops