MCP Scoreboard

33891

Discovered

→

28878

Scored

→

2088

Verified

→

16951

Complete

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

Last updated 56 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
14901	Documentation MCP Server ⚡ Claim 1 2 Fetches GitHub PR and issue data server-side and combines it with a documentati…	F 30 ⁵⁄₅	◉	74	71	—	29	80	91
14902	locust-mcp-server ⚡ Claim 1 Locust MCP Server for performance testing	F 30 ⁵⁄₄	◉	60	27	N/A	40	87	88
14903	memory-mcp ⚡ Claim 1 Persistent memory + git snapshots for Claude Code. Never lose context or code.	F 30 ⁵⁄₄	◉	72	58	N/A	69	87	100
14904	MCP Research Server Claim 1 Provides tools for automated company research, competitor identification, and b…	F 30 ⁵⁄₅	◉	54	27	—	25	80	98
14905	Copilot Leecher Claim 1 3 An MCP server that enables users to review and refine AI outputs through a loca…	F 30 ⁵⁄₄	◉ ⏳	75	58	N/A	32	90	75
14906	mcp-server-sqlalchemy ⚡ Claim 1 2 An MCP server for generic Database Management System (DBMS) Connectivity via SQ…	F 30 ⁵⁄₄	◉	69	40	N/A	42	84	90
14907	mcp-claude-code ⚡ Claim 1 An implementation of Claude Code capabilities using MCP, enabling AI code under…	F 30 ⁵⁄₄	◉	86	31	N/A	76	87	90
14908	mcp-server-js ⚡ Claim 1 Execute any LLM-generated code in a secure and scalable sandbox environment and…	F 30 ⁵⁄₅	◉ ⏳	100	72	—	74	76	91
14909	youtube-connector-mcp Claim 1 MCP server for YouTube — search videos, channels, playlists, and transcripts. W…	F 30 ⁶⁄₄	◉ ⏳	94	60	0	39	92	98
14910	docs-to-mcp ⚡ Claim 1 A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…	F 30 ⁵⁄₅	◉ ⏳	60	61	—	30	80	94
14911	ASCII Banner MCP Server ⚡ Claim 1 3 An MCP server for getting ASCII banners	F 30 ⁵⁄₄	◉	41	30	N/A	48	92	98
14912	MCP GPT Image 1 Claim 1 MCP GPT Image 1	F 30 ⁵⁄₅	◉	50	57	—	16	78	91
14913	TypeScript MCP Server Boilerplate ⚡ Claim 1 2 A boilerplate project for quickly developing Model Context Protocol (MCP) serve…	F 30 ⁵⁄₄	◉	72	71	N/A	32	90	59
14914	Fetch MCP Server ⚡ Claim 1 Enables LLMs to fetch and process web content by converting HTML into markdown …	F 30 ⁵⁄₅	◉	72	100	—	39	80	58
14915	Dart MCP Server ⚡ Claim 1 A Dart-based MCP server implementation that enables AI-assisted task management…	F 30 ⁵⁄₅	◉ ⏳	100	58	—	48	69	98
14916	term_mcp_deepseek Claim 1 A DeepSeek MCP-like Server for Terminal	F 30 ⁵⁄₄	◉	96	63	N/A	45	84	98
14917	mcp-checkpoint ⚡ Claim 1 MCP Checkpoint continuously secures and monitors Model Context Protocol operati…	F 30 ⁵⁄₄	◉ ⏳	88	35	N/A	63	76	96
14918	Confluence-Based Code Review MCP Server ⚡ Claim 1 2 An MCP server that performs code reviews by comparing local source code against…	F 30 ⁶⁄₆	◉	65	50	0	19	80	49
14919	OpenZeppelin MCP Server ⚡ Claim 1 Enables users to generate and retrieve secure, audited smart contract templates…	F 30 ⁵⁄₅	◉	76	63	—	46	78	94
14920	go-utcp Claim 1 2 Official Go implementation of the UTCP	F 30 ⁵⁄₄	◉	68	35	N/A	74	88	67
14921	Sequential Thinking MCP Server ⚡ Claim 1 2 Enables structured, step-by-step problem-solving through dynamic thinking proce…	F 30 ⁵⁄₅	◉	78	32	—	21	80	91
14922	Git Workflow Automation MCP Server Claim 1 3 Provides automated Git workflow tools for committing, creating pull requests, a…	F 30 ⁵⁄₅	◉	90	83	—	20	76	36
14923	MCP-researcher Server Claim 1 A powerful research assistant that integrates with Cline and Claude Desktop to …	F 30 ⁵⁄₄	◉	78	71	N/A	45	87	95
14924	Financial AI Agent System Claim 1 A Node.js-based AI agent system using Model Context Protocol (MCP) that provide…	F 30 ⁵⁄₄	◉	48	32	N/A	21	87	88
14925	blbl147-xhs-mcp ⚡ Claim 1 搜索笔记、浏览首页推荐、查看笔记内容与评论，并发表你的评论。直接在工作流中与小红书内容互动，高效跟进话题。	F 30 ⁶⁄₆	◉	56	40	0	26	71	93
14926	MCP Demo Server Claim 1 A minimal fastmcp demonstration server that provides a simple addition tool thr…	F 30 ⁵⁄₅	◉	60	27	—	19	83	100
14927	context-sync ⚡ Claim 1 2 Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…	F 30 ⁵⁄₄	◉ ⏳	90	58	N/A	76	90	92
14928	SQL Analysis MCP Server ⚡ Claim 1 2 An MCP server designed for SQL analysis that demonstrates sampling capabilities…	F 30 ⁵⁄₄	◉	45	25	N/A	21	90	93
14929	Claude Code MCP Server ⚡ Claim 1 A server that allows LLMs to run Claude Code with all permissions bypassed auto…	F 30 ⁵⁄₅	◉ ⏳	90	100	N/A	85	90	62
14930	Majin Slide MCP ⚡ Claim 1 Generates AI-powered prompts for creating markdown slide presentations and save…	F 30 ⁵⁄₅	◉	78	58	—	28	76	82
14931	graphsense ⚡ Claim 1 MCP server providing code intelligence using static analysis	F 30 ⁵⁄₄	◉	72	62	N/A	50	90	95
14932	Terra Config MCP Server ⚡ Claim 1 Enables LLMs to configure the TerraAPI dashboard by managing health and fitness…	F 30 ⁵⁄₅	◉	68	32	—	39	77	91
14933	mcp-pinecone ⚡ Claim 1 3 Pinecone integration with vector search capabilities	F 30 ⁵⁄₅	◉	96	72	—	53	80	91
14934	illustrator-mcp-server ⚡ Claim 1 2 mcp server to run scripts on adobe illustrator	F 30 ⁵⁄₄	◉	72	45	N/A	22	84	96
14935	Code Analysis MCP Server ⚡ Claim 1 2 A modular MCP server that provides tools for file operations, regex-based code …	F 30 ⁵⁄₄	◉	84	43	N/A	19	87	51
14936	EnrichB2B MCP Server Claim 1 A server implementing the Model Context Protocol that enables users to retrieve…	F 30 ⁵⁄₅	◉	60	25	—	15	80	90
14937	repomemory ⚡ Claim 1 Persistent memory for AI coding agents. Hybrid search, auto-session capture, co…	F 30 ⁵⁄₄	◉ ⏳	90	58	N/A	88	90	93
14938	google-news-trends-mcp ⚡ Claim 1 Search and retrieve news articles and trending keywords from Google News and Go…	F 30 ⁵⁄₅	◉ ⏳	68	63	—	70	80	92
14939	Gmail Assistant MCP ⚡ Claim 1 2 Integrates Gmail with Claude to fetch unread emails and generate draft replies …	F 30 ⁵⁄₅	◉	90	61	—	22	77	93
14940	spicebridge ⚡ Claim 1 MCP server that gives AI assistants direct access to ngspice circuit simulation…	F 30 ⁵⁄₄	◉ ⏳	82	46	N/A	67	90	91
14941	Semgrep MCP Server Claim 1 3 Enables integration of Semgrep in development environments via the MCP protocol…	F 30 ⁵⁄₅	◉	78	61	—	35	74	92
14942	Sequential Thinking Multi-Agent System ⚡ Claim 1 2 An advanced MCP server that implements sophisticated sequential thinking using …	F 30 ⁵⁄₅	◉ ⏳	84	100	—	67	76	78
14943	Poe Proxy MCP Server ⚡ Claim 1 A FastMCP server that proxies the Poe.com API, allowing users to query various …	F 30 ⁵⁄₅	◉	78	75	—	48	71	93
14944	notion-mcp ⚡ Claim 1 Provides comprehensive tools to interact with the Notion API, including managin…	F 30 ⁵⁄₅	◉	72	35	—	45	74	85
14945	conoha_vps_mcp ⚡ Claim 1 2 ConoHa VPS MCP server	F 30 ⁵⁄₄	◉ ⏳	74	67	N/A	83	87	81
14946	ATLAS Governance Gateway Claim 1 A secure middleware that intercepts AI agent tool calls to evaluate risks and m…	F 30 ⁵⁄₅	◉	60	68	—	24	76	98
14947	Yango Tech MCP Server ⚡ Claim 1 A server that enables seamless integration with Yango Tech e-commerce platform …	F 30 ⁵⁄₅	◉	48	46	—	43	78	100
14948	Juhe Weather MCP Server ⚡ Claim 1 Provides a Model Context Protocol server that enables large language models to …	F 30 ⁵⁄₅	◉	60	60	—	36	78	74
14949	GigAPI MCP Server ⚡ Claim 1 3 An MCP server that provides seamless integration with Claude Desktop for queryi…	F 30 ⁵⁄₅	◉	71	71	—	45	80	99
14950	MCP Jobs Recommender Agent Claim 1 An AI-powered job recommender built on the Model Context Protocol that provides…	F 30 ⁵⁄₅	◉	60	17	—	45	78	85

Showing 14901–14950 of 33891 servers

« Prev 1 … 297 298 299 300 301 … 678 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops