MCP Scoreboard

57580

Discovered

→

29844

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 22 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
15651	mcp-discord ⚡ Claim 1 Interact with the Discord platform.	F 30 ⁵⁄₅	◉ ⏳	90	75	—	49	80	99
15652	Claude-Gemini Collaborative Integration ⚡ Claim 1 Enables seamless real-time collaboration between Claude Code and the Gemini CLI…	F 30 ⁵⁄₄	◉ ⏳	78	33	N/A	16	84	100
15653	primordia ⚡ Claim 1 AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…	F 30 ⁶⁄₆	◉ ⏳	90	66	0	42	77	96
15654	TweekIT MCP Server ⚡ Claim 1 Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…	F 30 ⁶⁄₆	◉ ⏳	72	68	0	74	77	98
15655	Planer MCP Server ⚡ Claim 1 An intelligent task management server that generates context-aware engineering …	F 30 ⁵⁄₅	◉ ⏳	60	58	—	29	80	93
15656	wallet-verifier-mcp Claim 1 3 MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agent…	F 30 ⁶⁄₆	◉ ⏳	79	100	87	48	74	91
15657	mcp-florence2 ⚡ Claim 1 2 An MCP server for processing images using Florence-2	F 30 ⁵⁄₄	◉ ⏳	57	52	N/A	75	90	100
15658	Xiaohongshu Search & Comment MCP Server Claim 1 2 A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…	F 30 ⁵⁄₄	◉ ⏳	60	36	N/A	19	82	76
15659	AI Vision MCP Server ⚡ Claim 1 2 Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…	F 30 ⁵⁄₅	◉ ⏳	84	61	—	48	80	91
15660	copilot-mcp-server ⚡ Claim 1 2 MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for cod…	F 30 ⁵⁄₅	◉ ⏳	92	75	—	66	76	88
15661	mcp-telegram Claim 1 2 An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…	F 30 ⁵⁄₄	◉ ⏳	51	72	N/A	35	89	92
15662	MCP + CrewAI Agentic Integration Claim 1 A FastMCP server providing real-time weather, news retrieval, and local note ma…	F 30 ⁵⁄₅	◉ ⏳	50	20	—	27	76	100
15663	LTspice MCP Server ⚡ Claim 1 This server enables LLMs to design, simulate, and debug electronic circuits usi…	F 30 ⁵⁄₄	◉ ⏳	36	31	N/A	23	87	90
15664	MCP Weather Project ⚡ Claim 1 2 An MCP server that provides real-time weather alerts for US states using the Na…	F 30 ⁵⁄₅	◉ ⏳	45	31	—	27	80	97
15665	doc-lib-mcp ⚡ Claim 1 2 A Model Context Protocol server for ingesting, chunking and semantically search…	F 30 ⁵⁄₅	◉ ⏳	63	58	—	31	76	92
15666	Haiguitang MCP Server ⚡ Claim 1 Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…	F 30 ⁵⁄₄	◉ ⏳	50	50	N/A	23	87	76
15667	Hive MCP Server ⚡ Claim 1 Enables AI assistants to interact with the Hive blockchain through the Model Co…	F 30 ⁶⁄₆	◉ ⏳	60	71	0	53	80	99
15668	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
15669	Gemini CLI MCP Server Claim 1 Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…	F 30 ⁵⁄₄	◉ ⏳	54	58	N/A	41	87	97
15670	GraphQL MCP Toolkit ⚡ Claim 1 2 A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…	F 30 ⁵⁄₅	◉ ⏳	45	61	—	31	80	90
15671	WoWok MCP Server ⚡ Claim 1 An AI-driven web3 collaboration protocol that enables users to create, collabor…	F 30 ⁵⁄₄	◉ ⏳	78	57	N/A	50	90	77
15672	kimi-code-mcp ⚡ Claim 1 2 Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …	F 30 ⁵⁄₄	◉ ⏳	57	62	N/A	69	90	93
15673	OpenCode MCP Tool Claim 1 2 Enables AI assistants to interact with multiple AI models through the OpenCode …	F 30 ⁵⁄₅	◉ ⏳	84	62	—	53	80	93
15674	Context API MCP Server ⚡ Claim 1 2 Accesses the doppelgangers.ai Social Media Context API to provide contextualize…	F 30 ⁵⁄₅	◉ ⏳	78	67	—	27	76	93
15675	Spreadsheet MCP App Claim 1 Enables Claude to render interactive, real-time spreadsheets with streaming cel…	F 30 ⁵⁄₅	◉ ⏳	78	58	—	50	80	61
15676	system-prompts-mcp-server ⚡ Claim 1 Exposes a large catalog of coding assistant prompts as MCP tools with model-awa…	F 30 ⁵⁄₄	◉ ⏳	78	61	N/A	51	89	90
15677	MCP Playground ⚡ Claim 1 A demonstration MCP server that provides access to a SQLite employee database w…	F 30 ⁵⁄₄	◉ ⏳	54	17	N/A	27	88	92
15678	craft-gtm-mcp Claim 1 2 8 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Co…	F 30 ⁵⁄₄	◉ ⏳	84	50	N/A	45	92	87
15679	mcp-relay ⚡ Claim 1 Connects Claude Desktop and Claude Code, enabling autonomous exchange of messag…	F 30 ⁵⁄₄	◉ ⏳	72	72	N/A	47	90	96
15680	JIT Tool Synthesis Claim 1 2 Enables on-demand generation of TypeScript tools using an LLM with human-in-the…	F 30 ⁵⁄₅	◉ ⏳	88	67	—	30	71	96
15681	JIRA MCP Server ⚡ Claim 1 Enables AI systems to interact with JIRA through natural language, allowing use…	F 30 ⁵⁄₅	◉ ⏳	60	41	—	26	77	94
15682	gitSERVER README Manager ⚡ Claim 1 Enables automated README file management for development projects through MCP t…	F 30 ⁵⁄₅	◉ ⏳	56	17	—	21	76	76
15683	mcp-server Claim 1 MCP Server for Membrane	F 30 ⁵⁄₅	◉ ⏳	80	42	N/A	60	80	67
15684	Arcanna MCP Server ⚡ Claim 1 Enables interaction with Arcanna's AI-powered security use cases, allowing user…	F 30 ⁵⁄₅	◉ ⏳	78	67	—	35	74	90
15685	Pete Thinking Server ⚡ Claim 1 Enable AI agents to perform sequential thinking processes with dynamic thought …	F 30 ⁵⁄₄	◉ ⏳	90	60	N/A	26	89	68
15686	aws-mcp Claim 1 2 Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…	F 30 ⁵⁄₄	◉ ⏳	90	65	N/A	30	84	89
15687	Containerized Strands Agents ⚡ Claim 1 Runs isolated AI agents in Docker containers with persistent workspaces and con…	F 30 ⁵⁄₅	◉ ⏳	70	57	—	64	77	98
15688	Pagila MCP Server Claim 1 Enables interaction with the Pagila sample PostgreSQL database through natural …	F 30 ⁵⁄₅	◉ ⏳	68	32	—	28	76	100
15689	WordPress Author MCP Server ⚡ Claim 1 A personality-based MCP server that enables AI assistants to manage WordPress c…	F 30 ⁵⁄₅	◉ ⏳	100	51	—	31	77	86
15690	md-to-pdf-with-mermaid-mcp Claim 1 2 An MCP server that converts Markdown files containing Mermaid diagrams into PDF…	F 30 ⁵⁄₄	◉ ⏳	41	57	N/A	28	91	58
15691	Raccoon AI MCP Server ⚡ Claim 1 3 A Model Context Protocol server that enables web browsing, data extraction, and…	F 30 ⁵⁄₅	◉ ⏳	45	57	—	20	76	90
15692	mcp-timeplus ⚡ Claim 1 2 Integration with Timeplus, a database for streaming data, such as Apache Kafka/…	F 30 ⁵⁄₅	◉ ⏳	82	43	—	63	77	88
15693	dappier ⚡ Claim 1 Enable fast, free real-time web search and access premium data from trusted med…	F 30 ⁵⁄₅	◉ ⏳	76	66	—	46	83	90
15694	Crawlab MCP Server ⚡ Claim 1 2 A Model Context Protocol server that allows AI applications to interact with Cr…	F 30 ⁵⁄₅	◉ ⏳	69	43	—	20	78	97
15695	MCP TypeScript Demo Server ⚡ Claim 1 A TypeScript implementation of the Model Context Protocol server that enables s…	F 30 ⁵⁄₅	◉ ⏳	86	62	—	28	78	98
15696	Brain MCP Server Claim 1 Enables interaction with Brain service for thought management, including saving…	F 30 ⁵⁄₅	◉ ⏳	54	41	—	25	76	94
15697	KnowledgeGraph MCP Server ⚡ Claim 1 3 Provides LLMs with persistent memory across conversations using a knowledge gra…	F 30 ⁵⁄₅	◉ ⏳	94	74	—	57	80	83
15698	OpenClaw MCP Ecosystem Claim 1 2 9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…	F 30 ⁶⁄₆	◉ ⏳	96	73	98	66	78	98
15699	Dakota Marketplace MCP Server Claim 1 Enables AI clients to query Dakota Marketplace data by integrating directly wit…	F 30 ⁵⁄₄	◉ ⏳	78	66	N/A	35	88	100
15700	mcp-narajangteo ⚡ Claim 1 내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함	F 30 ⁵⁄₄	◉ ⏳	60	66	N/A	50	92	88

Showing 15651–15700 of 57580 servers

« Prev 1 … 312 313 314 315 316 … 1152 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops