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 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6101	Claude RAG MCP Pipeline Claim Enables Claude Desktop to search and query personal document collections (PDF, …	B 72 ⁵⁄₅	◉ ⏳	78	55	—	40	80	100
6102	Lighthouse Explorer MCP Server ⚡ Claim 1 Provides tools for AI assistants to query the Canton Network for data on contra…	B 72 ⁵⁄₅	◉ ⏳	84	66	—	26	84	84
6103	Doxygen MCP Server Claim A comprehensive server that enables AI assistants to generate, configure, and m…	B 72 ⁵⁄₅	◉ ⏳	66	82	N/A	72	95	40
6104	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
6105	1Panel MCP Server ⚡ Claim An experimental server implementing Model Context Protocol to automate website …	B 72 ⁵⁄₅	◉ ⏳	84	100	—	48	81	31
6106	project-context-mcp ⚡ Claim 1 Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…	B 72 ⁵⁄₄	◉ ⏳	64	38	N/A	71	92	100
6107	NanoBanana MCP ⚡ Claim 2 An MCP server that brings Google Gemini's image generation and editing capabili…	B 72 ⁵⁄₅	◉ ⏳	63	71	—	48	78	97
6108	Azure DevOps MCP Proxy ⚡ Claim Enables interaction with Azure DevOps through Personal Access Token authenticat…	B 72 ⁵⁄₅	◉ ⏳	72	71	—	24	81	99
6109	mcp-lancedb ⚡ Claim 1 A Model Context Protocol (MCP) server that enables LLMs to interact directly th…	B 72 ⁵⁄₄	◉ ⏳	72	55	N/A	44	90	92
6110	Tembo MCP Server ⚡ Claim 1 Enables interaction with the Tembo API to manage organization tasks and view en…	B 72 ⁵⁄₅	◉ ⏳	72	71	—	24	82	98
6111	Cursor Talk to Figma MCP ⚡ Claim Implements a Model Context Protocol integration between Cursor AI and Figma, al…	B 72 ⁵⁄₅	◉ ⏳	78	56	—	40	81	98
6112	Email SMTP/IMAP MCP Server ⚡ Claim Enables email management through SMTP and IMAP protocols with support for sendi…	B 72 ⁵⁄₄	◉ ⏳	78	45	N/A	53	95	86
6113	mitmproxy-mcp MCP Server ⚡ Claim A server for managing and summarizing notes using a custom URI scheme, with too…	B 72 ⁵⁄₄	◉ ⏳	78	61	N/A	25	89	93
6114	DevContainer MCP Server Claim Enables AI-powered creation, configuration, and management of DevContainer envi…	B 72 ⁵⁄₄	◉ ⏳	78	50	N/A	39	95	89
6115	Email MCP Server ⚡ Claim Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…	B 72 ⁵⁄₅	◉ ⏳	72	72	—	26	81	100
6116	mcp-server-quint Claim Integrates the Quint formal specification language into LLM workflows for acces…	B 72 ⁵⁄₄	◉ ⏳	72	62	N/A	35	90	95
6117	Bun Novel Processor MCP Claim A Bun-based MCP server designed for processing and segmenting long-form novel t…	B 72 ⁴⁄₄	◉ ⏳	60	N/A	N/A	32	95	95
6118	mcp-imagenate ⚡ Claim 2 An MCP server for image generation using multiple providers including Google Ge…	B 72 ⁴⁄₄	◉ ⏳	51	—	—	50	95	93
6119	CodeGraph MCP Server ⚡ Claim Enables querying and analyzing code relationships by building a lightweight gra…	B 72 ⁵⁄₄	◉ ⏳	74	61	N/A	38	95	86
6120	Xiaohongshu (Little Red Book) MCP Server Claim Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.	B 72 ⁵⁄₄	◉ ⏳	76	41	N/A	47	95	99
6121	Docker MCP ⚡ Claim Enables Docker container management directly through Claude using the Model Con…	B 72 ⁵⁄₅	◉ ⏳	90	58	—	23	81	94
6122	GPT-MCP Bridge ⚡ Claim Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …	B 72 ⁵⁄₅	◉ ⏳	72	73	—	27	81	97
6123	Memory Bank MCP ⚡ Claim Memory Bank Server provides a set of tools and resources for AI assistants to i…	B 72 ⁵⁄₅	◉ ⏳	86	30	—	75	82	89
6124	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
6125	jsr-mcp ⚡ Claim Model Context Protocol server for the JSR (JavaScript Registry)	B 72 ⁵⁄₅	◉ ⏳	66	71	—	42	82	94
6126	Game World Sandbox MCP Claim Enables creation and management of structured game worlds for text adventures a…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	34	81	94
6127	Gemini CLI Orchestrator MCP ⚡ Claim A lightweight MCP server that enables AI agents to perform deep codebase analys…	B 72 ⁵⁄₅	◉ ⏳	84	83	—	48	81	50
6128	mcp-safe-proxy ⚡ Claim A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …	B 72 ⁵⁄₄	◉ ⏳	84	30	N/A	54	89	100
6129	Wikipedia MCP Server ⚡ Claim Provides Claude with real-time access to Wikipedia through four essential tools…	B 72 ⁵⁄₅	◉ ⏳	72	82	—	18	81	95
6130	sh-disney-mcp ⚡ Claim sh-disney-mcp 是一个基于 Model Context Protocol (MCP) 的mcp server，旨在通过标准化的接口，帮助大模型快速…	B 72 ⁵⁄₅	◉ ⏳	66	56	N/A	69	82	93
6131	Self-Hosted EdgeOne Pages MCP Server Claim Enables AI assistants to deploy and manage static websites directly on EdgeOne …	B 72 ⁵⁄₅	◉ ⏳	88	58	—	24	82	96
6132	Keynote-MCP Claim 1 A Model Context Protocol server that enables AI assistants to control Keynote p…	B 72 ⁵⁄₄	◉ ⏳	75	53	N/A	41	95	92
6133	MCP Audio RAG Server ⚡ Claim Enables transcription of audio files using Google Gemini AI and creates a searc…	B 72 ⁵⁄₅	◉ ⏳	76	73	—	26	81	93
6134	Salesforce MCP ⚡ Claim Enables interaction with Salesforce API using jsforce, allowing users to query …	B 72 ⁵⁄₅	◉ ⏳	72	58	—	55	81	94
6135	Notion MCP Server Claim 1 A simple server that integrates with Claude to allow querying and manipulating …	B 72 ⁵⁄₅	◉ ⏳	90	61	—	20	81	94
6136	HomeyPro MCP Server ⚡ Claim 1 A Model Context Protocol server that enables interaction with HomeyPro home aut…	B 72 ⁵⁄₅	◉ ⏳	79	63	—	27	81	99
6137	MCP Todoist Claim 1 A Model Context Protocol server implementation compatible with Todoist API, all…	B 72 ⁵⁄₅	◉ ⏳	63	70	—	51	81	95
6138	YouTube Transcript MCP Server ⚡ Claim Enables fetching, searching, and analyzing YouTube video transcripts in multipl…	B 72 ⁵⁄₅	◉ ⏳	88	58	—	27	81	94
6139	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
6140	Seroost Search MCP Server ⚡ Claim Enables AI agents to perform semantic code search across entire codebases using…	B 72 ⁵⁄₄	◉ ⏳	78	50	N/A	24	95	100
6141	agent-loop-mcp ⚡ Claim Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp	B 72 ⁵⁄₄	◉ ⏳	72	58	N/A	37	92	95
6142	mcp-lucene-server Claim mcp-lucene-server	B 72 ⁵⁄₅	◉ ⏳	78	58	—	36	81	100
6143	Warden Magento MCP Server ⚡ Claim 2 A Model Context Protocol server that enables AI assistants to interact directly…	B 72 ⁵⁄₄	◉ ⏳	81	53	N/A	33	84	99
6144	BPMN-MCP ⚡ Claim 1 An MCP server that enables AI assistants to programmatically create, modify, an…	B 72 ⁵⁄₅	◉ ⏳	75	91	N/A	44	95	41
6145	heap-seance ⚡ Claim 1 Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…	B 72 ⁵⁄₄	◉ ⏳	72	43	N/A	65	90	92
6146	Bybit MCP Server ⚡ Claim 3 A Model Context Protocol server that provides read-only access to Bybit's crypt…	B 72 ⁵⁄₅	◉ ⏳	77	100	—	50	80	39
6147	TMB Bus Arrival Times ⚡ Claim 1 Provides real-time bus arrival information for TMB (Transports Metropolitans de…	B 72 ⁵⁄₅	◉ ⏳	80	63	—	21	82	100
6148	Overleaf MCP Server ⚡ Claim Enables access to Overleaf LaTeX projects through Git integration, allowing use…	B 72 ⁵⁄₅	◉ ⏳	78	58	—	47	81	90
6149	Investidor10 MCP Server Claim Investidor10 MCP Server	B 72 ⁵⁄₅	◉ ⏳	72	52	—	68	82	86
6150	reporecall ⚡ Claim Local codebase memory, auto-generated wiki, and interactive architecture dashbo…	B 72 ⁵⁄₄	◉ ⏳	94	0	N/A	81	91	98

Showing 6101–6150 of 69027 servers

« Prev 1 … 121 122 123 124 125 … 1381 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops