MCP Scoreboard

69027

Discovered

→

33772

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6001	diffpilot Claim 1 MCP server for PR code review, commit messages, changelogs, and secret detectio…	B 72 ⁵⁄₄	◉ ⏳	81	53	N/A	27	90	96
6002	Google Search Console MCP Server ⚡ Claim 2 Provides access to Google Search Console to retrieve and analyze search perform…	B 72 ⁵⁄₅	◉ ⏳	88	61	—	21	82	94
6003	WeChat-MCP ⚡ Claim WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply …	B 72 ⁵⁄₄	◉ ⏳	72	32	N/A	75	95	90
6004	xgmem ⚡ Claim 2 A TypeScript-based MCP server that provides project-specific knowledge graph me…	B 72 ⁵⁄₅	◉ ⏳	94	83	—	43	82	44
6005	voicemode ⚡ Claim Natural voice conversations for AI assistants - STT/TTS via MCP	B 72 ⁵⁄₅	◉ ⏳	84	20	N/A	85	81	97
6006	claude-army ⚡ Claim Orchestrate multiple Claude Code agents in parallel from chat	B 72 ⁵⁄₅	◉ ⏳	90	75	N/A	32	95	48
6007	Sassy Fact Check Bot ⚡ Claim Generates witty, citation-backed responses to health myths and misinformation w…	B 72 ⁵⁄₅	◉ ⏳	90	56	—	24	81	97
6008	Perplexity MCP Server ⚡ Claim 1 MCP server that enables Claude to request chat completions with citations from …	B 72 ⁵⁄₅	◉ ⏳	78	65	—	39	80	91
6009	ChiCTR MCP Server ⚡ Claim Enables querying clinical trial information from the Chinese Clinical Trial Reg…	B 72 ⁵⁄₅	◉ ⏳	88	100	—	45	81	30
6010	Talebook MCP Server ⚡ Claim A simple FastAPI-based MCP server that provides book-related tools, currently s…	B 72 ⁵⁄₄	◉ ⏳	86	33	N/A	40	95	100
6011	MCP Jupyter Server ⚡ Claim Enables inspection and editing of Jupyter notebook files (.ipynb) through tools…	B 72 ⁵⁄₅	◉ ⏳	78	82	N/A	42	95	51
6012	RAGScore ⚡ Claim Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.	B 72 ⁵⁄₄	◉ ⏳	82	40	N/A	79	75	89
6013	Agentic Bits Claude Plugin ⚡ Claim Adds a live git branch status bar to the Claude footer for tracking multiple ac…	B 72 ⁵⁄₄	◉ ⏳	66	57	N/A	44	92	100
6014	youtube-mcp-server Claim Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖	B 72 ⁵⁄₄	◉ ⏳	72	62	N/A	28	89	100
6015	Math Operations MCP Server Claim Enables AI applications to perform basic mathematical operations like addition …	B 72 ⁵⁄₅	◉ ⏳	84	51	—	37	81	100
6016	MCP Google Server ⚡ Claim 2 A Model Context Protocol server that provides web search capabilities using Goo…	B 72 ⁵⁄₅	◉ ⏳	63	68	—	45	80	100
6017	mcpproxy-go ⚡ Claim Local MCP proxy that routes multiple servers through one endpoint, with BM25 to…	B 72 ⁵⁄₄	◉ ⏳	80	40	N/A	77	92	72
6018	Universal AI Chat MCP Server ⚡ Claim Enables real-time communication and shared vector memory between Claude Code, O…	B 72 ⁵⁄₅	◉ ⏳	90	56	—	29	78	96
6019	ServiceNow MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants and development tool…	B 72 ⁵⁄₅	◉ ⏳	63	67	—	62	82	89
6020	MCP Dungeon Game ⚡ Claim An idle dungeon crawler game playable through conversation, featuring equipment…	B 72 ⁵⁄₅	◉ ⏳	72	100	N/A	45	95	36
6021	Data.gov.my MCP Server ⚡ Claim 1 Provides seamless access to Malaysia's official government data catalogue, enab…	B 72 ⁵⁄₄	◉ ⏳	72	56	N/A	42	90	97
6022	MCP-YouTube-Transcribe Claim Enables fetching transcripts from YouTube videos by searching for videos based …	B 72 ⁵⁄₄	◉ ⏳	90	36	N/A	43	95	90
6023	homebase ⚡ Claim School district lookup, PA EIT tax rates, and mortgage affordability calculator	B 72 ⁴⁄₄	◉ ⏳	54	N/A	N/A	37	95	98
6024	Songsterr MCP ⚡ Claim Enables users to search for guitar, bass, and drum tabs on Songsterr by song ti…	B 72 ⁵⁄₄	◉ ⏳	62	71	N/A	27	94	95
6025	milvus-sdk-code-helper ⚡ Claim 1 An MCP server designed to assist with generating, converting, and translating M…	B 72 ⁵⁄₅	◉ ⏳	79	52	—	52	80	91
6026	Status Invest MCP Server ⚡ Claim Status Invest MCP Server	B 72 ⁵⁄₅	◉ ⏳	66	57	—	69	82	87
6027	Mutmut MCP ⚡ Claim 1 A Model Context Protocol server that provides programmatic APIs for running mut…	B 72 ⁵⁄₅	◉ ⏳	51	82	—	51	81	94
6028	Enterprise Code Search MCP Server ⚡ Claim Enables semantic code search across local projects and Git repositories using A…	B 72 ⁵⁄₅	◉ ⏳	72	62	—	43	81	98
6029	Daniel Rosehill's MCP Installer ⚡ Claim Manages installation and configuration of MCP servers across multiple clients (…	B 72 ⁵⁄₅	◉ ⏳	86	57	—	27	81	95
6030	paystack-mcp ⚡ Claim Enables AI agents to manage Paystack payments, products, customers, and transac…	B 72 ⁵⁄₄	◉ ⏳	68	60	—	47	95	84
6031	Process MCP Server ⚡ Claim Manages background process sessions via the OpenClaw process tool, allowing use…	B 72 ⁵⁄₄	◉ ⏳	74	52	N/A	35	90	100
6032	Flutter MCP ⚡ Claim A real-time server that provides Flutter/Dart documentation and pub.dev package…	B 72 ⁵⁄₄	◉ ⏳	78	38	N/A	67	95	83
6033	Google Images Search MCP ⚡ Claim 1 MCP server for searching images with Google	B 72 ⁵⁄₅	◉ ⏳	57	73	—	58	81	90
6034	AI Humanizer MCP Server ⚡ Claim 1 Helps refine AI-generated content to sound more natural and human-like. Built w…	B 72 ⁵⁄₅	◉ ⏳	94	52	—	41	81	82
6035	notify_me_mcp ⚡ Claim Enables sending rich notifications to Discord and/or Slack webhooks with automa…	B 72 ⁵⁄₅	◉ ⏳	66	82	—	41	81	82
6036	Printify MCP Server ⚡ Claim 2 A Model Context Protocol server that allows AI assistants like Claude to integr…	B 72 ⁵⁄₅	◉ ⏳	69	70	—	67	78	75
6037	drupal-modules-mcp MCP Server Claim 2 This TypeScript-based MCP server implements a simple notes system, allowing the…	B 72 ⁵⁄₅	◉ ⏳	94	58	—	20	80	94
6038	Solana AI Terminal Claim Enables AI agents to interact with the Solana blockchain network, supporting do…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	28	81	100
6039	Dedalus MCP Documentation Server ⚡ Claim Enables AI-powered querying and management of documentation through markdown fi…	B 72 ⁵⁄₅	◉ ⏳	60	74	—	47	81	94
6040	OpenDiscourse MCP ⚡ Claim 1 Enables access to comprehensive U.S. legislative and governmental data from Gov…	B 72 ⁵⁄₅	◉ ⏳	84	65	—	33	76	93
6041	Affinity MCP Server Claim Enables AI assistants to control the Affinity creative suite on macOS through n…	B 72 ⁵⁄₄	◉ ⏳	72	57	N/A	53	84	93
6042	cortex-mcp ⚡ Claim 1 An MCP server for the Cortex observable analysis and active response engine. It…	B 72 ⁵⁄₅	◉ ⏳	63	62	—	53	82	100
6043	DGIdb MCP Server Claim Enables querying the Drug Gene Interaction Database (DGIdb) through natural lan…	B 72 ⁵⁄₅	◉ ⏳	78	71	—	35	80	83
6044	MCP Vulnerability Checker Server ⚡ Claim 1 A Model Context Protocol server providing security vulnerability intelligence t…	B 72 ⁵⁄₅	◉ ⏳	75	55	—	48	82	98
6045	mcp-toolz ⚡ Claim 1 Save contexts and todos across Claude Code sessions, get feedback from ChatGPT,…	B 72 ⁵⁄₄	◉ ⏳	90	25	N/A	79	72	100
6046	py-todoist-mcp ⚡ Claim A Python MCP server that enables AI assistants to manage Todoist tasks and proj…	B 72 ⁵⁄₅	◉ ⏳	80	43	—	51	82	100
6047	video-analyzer ⚡ Claim Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…	B 72 ⁵⁄₄	◉ ⏳	72	62	N/A	27	95	93
6048	Project Memory MCP Claim 1 Provides AI-driven project memory management through structured prompts that he…	B 72 ⁵⁄₅	◉ ⏳	88	52	—	45	80	88
6049	arXiv Explorer ⚡ Claim Discover new arXiv papers by category or keyword. Get daily updates with adjust…	B 72 ⁵⁄₄	◉ ⏳	76	57	N/A	29	95	95
6050	Loop MCP Server ⚡ Claim 1 Enables LLMs to process arrays item-by-item or in batches with a specific task,…	B 72 ⁵⁄₄	◉ ⏳	78	55	N/A	29	94	96

Showing 6001–6050 of 69027 servers

« Prev 1 … 119 120 121 122 123 … 1381 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops