MCP Scoreboard

30006

Discovered

→

24039

Scored

→

1224

Verified

→

16961

Complete

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

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
10351	sl-mcp ⚡ Claim 2 MCP server for Sapling (sl) version control	C 65 ⁵⁄₄	◉	47	60	N/A	37	90	90
10352	Memory MCP ⚡ Claim 1 An MCP server that provides AI assistants with persistent, semantic memory usin…	C 65 ⁵⁄₅	◉	45	100	—	35	81	56
10353	Instructa AI Prompts MCP ⚡ Claim A Model Context Protocol implementation for managing and serving AI prompts wit…	C 65 ⁵⁄₄	◉	68	50	N/A	22	95	82
10354	Kiseki-Labs-Readwise-MCP ⚡ Claim 1 A Model Context Protocol Server that enables language models to access and mani…	C 65 ⁵⁄₅	◉	53	66	—	24	82	93
10355	Cloudflare Remote MCP Server (Authless) Claim A template for deploying custom MCP servers on Cloudflare Workers without authe…	C 65 ⁵⁄₅	◉	56	70	—	24	81	83
10356	Gmail MCP Server Claim Enables AI assistants to manage Gmail accounts through natural language for tas…	C 65 ⁵⁄₅	◉	60	43	—	43	80	100
10357	Obsidian Vault Search for Claude ⚡ Claim Enables Claude to search and analyze Obsidian vault content using ripgrep with …	C 65 ⁵⁄₄	◉	60	38	N/A	45	95	86
10358	search-console-mcp ⚡ Claim 1 MCP server for Google Search Console. Includes sites, sitemaps, analytics, and …	C 65 ⁵⁄₄	◉ ⏳	49	38	N/A	80	83	87
10359	Astro Docs MCP Server Claim 1 An MCP server that provides AI assistants with access to Astro documentation, e…	C 65 ⁵⁄₄	◉	63	40	N/A	20	95	100
10360	Shannon MCP Claim A comprehensive Model Context Protocol server for Claude Code that provides pro…	C 65 ⁵⁄₅	◉	66	100	—	24	81	38
10361	Mathematica Documentation MCP server Claim A server that provides access to Mathematica documentation through FastMCP, ena…	C 65 ⁵⁄₄	◉	66	35	N/A	36	95	88
10362	MCP Configuration Editor ⚡ Claim 1 Enables safe management of MCP server configuration files for AWS Q Developer a…	C 65 ⁵⁄₄	◉	54	72	N/A	41	92	58
10363	Binary Reader MCP Claim 2 A Model Context Protocol server for reading and analyzing binary files, with in…	C 65 ⁵⁄₄	◉	75	41	N/A	16	95	87
10364	Remote MCP Server (Authless) Claim A template for deploying unauthenticated MCP servers on Cloudflare Workers that…	C 65 ⁵⁄₄	◉	48	68	N/A	27	95	82
10365	Votars MCP Claim Votars is the world's smartest multilingual meeting assistant, designed for voi…	C 65 ⁵⁄₅	◉	62	57	—	16	82	98
10366	prometheus-protocol Claim The trust layer for the open agentic web—giving AI agents a passport, a bank ac…	C 65 ⁵⁄₅	◉	84	43	N/A	52	81	60
10367	SpaceTraders MCP Server ⚡ Claim 1 An MCP server that enables AI agents to interact with the SpaceTraders API, man…	C 65 ⁵⁄₄	◉	57	41	N/A	39	95	90
10368	Google Apps Script MCP Server ⚡ Claim Provides integration with the Google Apps Script API, allowing management of sc…	C 65 ⁵⁄₅	◉	78	82	—	25	81	40
10369	TypeScript MCP Server Boilerplate ⚡ Claim A boilerplate project for quickly developing Model Context Protocol (MCP) serve…	C 65 ⁵⁄₄	◉	66	65	N/A	27	95	58
10370	bitbank-mcp-server Claim Integrates bitbank's cryptocurrency market data with Claude to provide advanced…	C 65 ⁵⁄₅	◉	72	55	—	35	81	74
10371	Repomix MCP Server ⚡ Claim 2 An MCP server that packs repositories into AI-friendly files using the Repomix …	C 65 ⁵⁄₅	◉	63	62	—	21	80	91
10372	Ant Design MCP Server ⚡ Claim Fetches and structures Ant Design v4 component documentation into JSON format, …	C 65 ⁵⁄₄	◉	42	51	N/A	46	95	94
10373	Debug MCP ⚡ Claim 1 A debugging gateway for distributed systems that provides 17 tools for interact…	C 65 ⁵⁄₅	◉	72	33	—	49	78	93
10374	Brave Search MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with Brave Search API to provid…	C 65 ⁵⁄₅	◉	57	66	—	23	81	88
10375	Nmap MCP Server Claim Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…	C 65 ⁵⁄₅	◉	66	82	N/A	29	95	40
10376	BigQuery Analysis MCP Server ⚡ Claim A server that enables executing and validating SQL queries against Google BigQu…	C 65 ⁵⁄₅	◉	60	100	—	20	81	47
10377	Google Calendar MCP Server ⚡ Claim Provides tools to query, search, and list Google Calendar events using the Mode…	C 65 ⁵⁄₅	◉	54	40	—	66	76	99
10378	Upstox MCP Server ⚡ Claim 1 A MCP server exposing Upstox market, technical, and account data as MCP tools f…	C 65 ⁵⁄₅	◉	57	43	N/A	61	80	88
10379	ros-mcp ⚡ Claim MCP server that supports ROS2 topics, services, and actions communication, and …	C 65 ⁵⁄₄	◉	66	38	N/A	47	84	89
10380	Italy OpenData ⚡ Claim Italian open data: municipalities, provinces, regions, postal codes, coordinate…	C 65 ⁵⁄₄	◉	66	33	N/A	29	95	99
10381	HubSpot MCP ⚡ Claim Provides standardized access to HubSpot CRM API for managing contacts, companie…	C 65 ⁵⁄₅	◉	62	82	—	53	81	42
10382	driflyte-mcp-server ⚡ Claim Driflyte MCP server which lets AI assistants query topic-specific knowledge fro…	C 65 ⁶⁄₆	◉	82	70	0	64	81	100
10383	a2asearch-mcp ⚡ Claim 1 Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP…	C 65 ⁵⁄₅	◉	94	0	N/A	49	81	99
10384	Calculator MCP Server Claim A backend service that provides accurate arithmetic calculation capabilities to…	C 65 ⁵⁄₅	◉	66	43	—	34	81	96
10385	Aviation Weather MCP Server Claim Provides real-time access to official aviation weather data including METARs, T…	C 65 ⁵⁄₅	◉	72	41	—	25	82	96
10386	mcp-starter ⚡ Claim A super simple Starter to build your own MCP Server	C 65 ⁵⁄₅	◉	66	100	N/A	45	95	2
10387	vibe-eyes ⚡ Claim description: "An MCP server that enables LLMs to 'see' what's happening in br…	C 65 ⁵⁄₅	◉	72	70	N/A	54	90	31
10388	mcp-server-taskwarrior ⚡ Claim 2 An MCP server for basic local taskwarrior usage (add, update, remove tasks)	C 65 ⁵⁄₄	◉	59	55	N/A	44	77	90
10389	mcp-openapi-swagger Claim 1 An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…	C 65 ⁵⁄₅	◉	45	62	—	35	82	98
10390	tradingview-mcp Claim Real-time crypto & stock screening, advanced technical indicators, Bollinger Ba…	C 65 ⁵⁄₄	◉	66	33	N/A	55	84	89
10391	Vector Memory MCP ⚡ Claim 1 A secure vector-based memory server that provides persistent semantic memory fo…	C 65 ⁵⁄₄	◉	60	36	N/A	48	90	90
10392	Wisembly MCP Server Claim Enables interaction with the Wisembly API to fetch and manage event data, inclu…	C 65 ⁵⁄₅	◉	54	100	—	23	81	53
10393	transcriptor-mcp ⚡ Claim 1 Transcriptor MCP is your choice when you need transcripts and metadata for AI, …	C 65 ⁶⁄₆	◉	75	71	0	81	80	93
10394	apple-books-mcp Claim Apple Books MCP Server	C 65 ⁵⁄₄	◉	62	15	N/A	62	95	100
10395	DeviceMCP ⚡ Claim Provides cross-platform device information including system specs, battery stat…	C 65 ⁵⁄₄	◉	54	47	N/A	27	95	100
10396	XRPL MCP ⚡ Claim Enables interaction with XRP Ledger blockchain for managing wallets, creating a…	C 65 ⁵⁄₅	◉	54	68	—	28	76	95
10397	cal-mcp ⚡ Claim 1 An MCP server for Mathematical expression calculation	C 65 ⁵⁄₄	◉	51	47	N/A	41	90	95
10398	search1api-mcp ⚡ Claim Search via search1api (requires paid API key)	C 65 ⁶⁄₆	◉	84	68	0	74	81	91
10399	mcp-server-mariadb ⚡ Claim 1 An mcp server that provides read-only access to MariaDB.	C 65 ⁵⁄₄	◉	61	27	N/A	58	90	91
10400	CtrlTest MCP Server ⚡ Claim Enables control system analysis and testing through PID controller evaluation a…	C 65 ⁵⁄₅	◉	48	70	—	45	81	79

Showing 10351–10400 of 30006 servers

« Prev 1 … 206 207 208 209 210 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution