MCP Scoreboard

69027

Discovered

→

33753

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 31 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
5101	Strapi MCP Server Claim 1 Enables AI assistants to interact with Strapi CMS instances through REST API op…	B 73 ⁵⁄₅	◉ ⏳	84	57	—	47	81	91
5102	MCP Snapshot Server ⚡ Claim 3 A Model Context Protocol server that enables interaction with Snapshot.org, pro…	B 73 ⁵⁄₅	◉ ⏳	77	63	—	40	82	97
5103	Discourse MCP Server ⚡ Claim 1 Node.js server that allows searching Discourse forum posts through the Model Co…	B 73 ⁵⁄₅	◉ ⏳	60	68	—	56	81	100
5104	Domain Checker MCP Server ⚡ Claim Enables AI agents to check domain availability, perform batch domain lookups, a…	B 73 ⁵⁄₅	◉ ⏳	78	100	—	45	81	46
5105	AiDD MCP Server ⚡ Claim AiDD MCP Server provides a secure interface for AI agents to perform file syste…	B 73 ⁵⁄₅	◉ ⏳	84	53	—	47	81	94
5106	zhsama/duckduckgo-mcp-server ⚡ Claim 2 This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…	B 73 ⁵⁄₅	◉ ⏳	63	71	N/A	48	82	96
5107	Scrapling Fetch MCP ⚡ Claim 1 An MCP server that helps AI assistants access text content from websites that i…	B 73 ⁵⁄₅	◉ ⏳	61	82	—	51	81	86
5108	knowledge-mcp ⚡ Claim 1 An MCP server that enables AI agents to query specialized, domain-specific know…	B 73 ⁵⁄₅	◉ ⏳	63	58	—	74	81	93
5109	Penumbra MCP Server ⚡ Claim 1 Enables privacy-preserving interactions with the Penumbra blockchain, offering …	B 73 ⁵⁄₅	◉ ⏳	90	100	—	17	81	51
5110	Clockify MCP Server ⚡ Claim 1 Enables time tracking and project management through the Clockify API. Supports…	B 73 ⁵⁄₅	◉ ⏳	80	72	—	47	81	79
5111	Mermaid Validator MCP ⚡ Claim 1 An MCP server that validates Mermaid diagram syntax and identifies diagram type…	B 73 ⁵⁄₄	◉ ⏳	63	60	N/A	50	92	100
5112	homeassistant-mcp Claim Access Home Assistant data and control devices (lights, switches, thermostats, …	B 73 ⁵⁄₄	◉ ⏳	86	37	N/A	53	94	91
5113	DIY Helper MCP Servers ⚡ Claim Provides access to residential building codes (NEC, IRC, IPC), material specifi…	B 73 ⁵⁄₅	◉ ⏳	96	56	—	23	82	90
5114	Smart Connections MCP Server Claim Enables Claude to perform semantic search across your Obsidian vault using Smar…	B 73 ⁵⁄₄	◉ ⏳	94	50	N/A	18	95	91
5115	KOF Nano Banana MCP Server ⚡ Claim Enables image generation using Gemini native models, supporting both single pro…	B 73 ⁵⁄₅	◉ ⏳	72	72	—	42	80	91
5116	Sherlog MCP ⚡ Claim Provides persistent IPython shell sessions per conversation with DataFrame-cent…	B 73 ⁵⁄₅	◉ ⏳	92	46	—	44	81	95
5117	Medical Calculator MCP Service Claim Provides access to 56 professional medical calculators covering multiple specia…	B 73 ⁵⁄₄	◉ ⏳	74	58	N/A	43	94	92
5118	Mem0 MCP Server ⚡ Claim Enables persistent storage and semantic search of coding preferences, patterns,…	B 73 ⁵⁄₅	◉ ⏳	86	66	—	25	81	91
5119	MCP-A2A-Gateway ⚡ Claim Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protoco…	B 73 ⁵⁄₅	◉ ⏳	60	82	—	49	81	87
5120	MCP-Ambari-API ⚡ Claim Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…	B 73 ⁵⁄₅	◉ ⏳	88	38	—	59	81	95
5121	Travel Company MCP Server ⚡ Claim Enables Claude to access and manage a travel company's customer data, trip hist…	B 73 ⁵⁄₄	◉ ⏳	78	58	N/A	21	95	100
5122	DLI Power Switch MCP Server ⚡ Claim 1 Enables AI agents to control Digital Loggers (DLI) Web Power Switches for hardw…	B 73 ⁵⁄₅	◉ ⏳	90	82	N/A	57	91	33
5123	pgEdge Postgres MCP Server Claim Enables SQL queries against PostgreSQL databases through MCP-compatible clients…	B 73 ⁵⁄₄	◉ ⏳	84	41	—	77	90	75
5124	Malaysian Weather MCP Server ⚡ Claim Provides real-time weather forecasts for locations across Malaysia by fetching …	B 73 ⁵⁄₄	◉ ⏳	72	67	N/A	27	92	95
5125	ExcelReadMCP Claim Enables reading and searching Excel files through MCP-compatible clients. Provi…	B 73 ⁵⁄₄	◉ ⏳	72	57	N/A	37	94	100
5126	Valhalla MCP Server ⚡ Claim Integrates Claude Desktop with the Valhalla routing engine to provide OpenStree…	B 73 ⁵⁄₅	◉ ⏳	84	65	—	31	82	93
5127	capsulecrm-mcp ⚡ Claim 📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…	B 73 ⁵⁄₄	◉ ⏳	62	68	N/A	49	92	90
5128	skillnet-mcp ⚡ Claim SkillNet MCP Server - Use 200.000k+ Community Skills with MCP	B 73 ⁵⁄₅	◉ ⏳	84	82	—	49	81	58
5129	Keyway MCP Server ⚡ Claim A GitHub-native secrets manager that allows AI assistants to securely manage, g…	B 73 ⁵⁄₅	◉ ⏳	58	75	—	56	82	94
5130	tilde ⚡ Claim 1 Your AI agents' home directory — privacy-first MCP server for portable AI ident…	B 73 ⁵⁄₄	◉ ⏳	78	57	N/A	35	90	97
5131	@mcp-fe/react-tools Claim Don't let AI guess from screenshots. Give LLMs direct access to your React stat…	B 73 ⁵⁄₅	◉ ⏳	80	55	—	58	80	91
5132	MCP HuggingFetch Claim Enables users to download HuggingFace models through natural language requests …	B 73 ⁵⁄₅	◉ ⏳	86	38	—	71	82	88
5133	Jira MCP Server ⚡ Claim 1 Connects Jira with Claude, enabling users to search issues, view issue details,…	B 73 ⁵⁄₅	◉ ⏳	80	65	—	43	78	94
5134	Self-Hosted Supabase MCP Server Claim Enables developers to interact with self-hosted Supabase instances, providing d…	B 73 ⁵⁄₅	◉ ⏳	84	71	—	24	81	93
5135	AfdianToMarkdown Claim 爱发电爬虫(afdian.com)	B 73 ⁵⁄₄	◉ ⏳	42	68	N/A	74	95	92
5136	Squads MCP ⚡ Claim Enables secure management of Squads multisig accounts on the Solana blockchain,…	B 73 ⁵⁄₄	◉ ⏳	68	73	N/A	28	90	95
5137	Trade Surveillance Support MCP Server ⚡ Claim Automates trade surveillance support workflows by parsing inquiry emails, searc…	B 73 ⁵⁄₅	◉ ⏳	60	82	N/A	31	95	86
5138	flexible-graphrag Claim Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Ve…	B 73 ⁵⁄₄	◉ ⏳	76	38	N/A	60	95	97
5139	Taskboard MCP Server Claim Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…	B 73 ⁵⁄₅	◉ ⏳	78	66	—	35	78	100
5140	MCP-Airflow-API ⚡ Claim Manage Apache Airflow clusters in plain language—monitor DAGs, trigger or pause…	B 73 ⁵⁄₄	◉ ⏳	88	38	N/A	60	95	78
5141	Fathom MCP Server ⚡ Claim Enables access to Fathom.video meeting data including AI-generated transcripts,…	B 73 ⁵⁄₅	◉ ⏳	76	63	—	37	81	99
5142	workflowy Claim Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…	B 73 ⁵⁄₄	◉ ⏳	76	41	N/A	80	83	92
5143	mcp-wsl-exec ⚡ Claim A secure MCP server for Windows Subsystem for Linux environments, facilitating …	B 73 ⁵⁄₄	◉ ⏳	60	57	N/A	60	90	99
5144	muapi-cli ⚡ Claim Official CLI for muapi.ai — generate images, videos & audio from the terminal. …	B 73 ⁵⁄₄	◉ ⏳	94	38	N/A	35	90	100
5145	MCP REST Server ⚡ Claim Enables interaction with any REST API through token or login authentication, wi…	B 73 ⁵⁄₅	◉ ⏳	84	82	—	26	81	75
5146	WikiMCP ⚡ Claim 1 An MCP server for Wiki.js projects that enables full-text search, page retrieva…	B 73 ⁵⁄₅	◉ ⏳	75	75	—	34	78	92
5147	Prefect MCP Server ⚡ Claim A server that enables interacting with Prefect workflow automation tools throug…	B 73 ⁵⁄₄	◉ ⏳	74	43	N/A	64	91	96
5148	web-agent-protocol Claim 🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser …	B 73 ⁵⁄₄	◉ ⏳	96	30	N/A	56	95	82
5149	npm-run-mcp-server ⚡ Claim 1 An MCP server that exposes package.json scripts as tools for agents.	B 73 ⁵⁄₄	◉ ⏳	69	57	N/A	70	95	75
5150	mcp-whatsapp-web Claim Whatsapp-Web MCP	B 73 ⁵⁄₄	◉ ⏳	60	66	N/A	50	90	98

Showing 5101–5150 of 69027 servers

« Prev 1 … 101 102 103 104 105 … 1381 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops