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 2 weeks, 2 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
3201	AWS Billing MCP Server ⚡ Claim Enables users to analyze AWS costs, track spending trends, and detect anomalies…	B 76 ⁵⁄₅	◉	90	73	—	32	81	92
3202	KeyID Agent Kit ⚡ Claim Provides AI agents with a free, functional email address via the Model Context …	B 76 ⁵⁄₅	◉	94	57	—	50	80	91
3203	Bitbucket MCP Server ⚡ Claim 1 Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…	B 76 ⁵⁄₅	◉	94	52	—	47	81	100
3204	ticktick-mcp ⚡ Claim [TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…	B 76 ⁵⁄₅	◉	90	72	—	33	82	91
3205	Medium MCP Server ⚡ Claim 1 A browser-based solution that enables programmatic interaction with Medium's co…	B 76 ⁵⁄₄	◉	76	62	N/A	55	90	94
3206	mcp-duckdb-memory-server ⚡ Claim 1 MCP Memory Server with DuckDB backend	B 76 ⁵⁄₄	◉	62	56	N/A	86	94	89
3207	Code Research MCP Server Claim 2 Facilitates searching and accessing programming resources across platforms like…	B 76 ⁵⁄₅	◉	78	73	—	38	82	100
3208	claude-session-manager Claim Claude Code Session Manager	B 76 ⁵⁄₄	◉	90	51	N/A	37	92	100
3209	Asset Price MCP Server ⚡ Claim A server that provides tools for retrieving real-time price information for var…	B 76 ⁵⁄₅	◉	62	100	N/A	44	95	70
3210	MWAA MCP Server Claim Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…	B 76 ⁵⁄₅	◉	82	74	—	35	82	99
3211	cloudflare-browser-rendering-mcp Claim 1 This MCP server provides tools for interacting with Cloudflare Browser Renderin…	B 76 ⁵⁄₅	◉	96	53	—	45	80	99
3212	LibreOffice MCP Server ⚡ Claim Enables AI assistants to create, read, edit, and manipulate LibreOffice documen…	B 76 ⁵⁄₄	◉	84	58	N/A	51	95	88
3213	Aider MCP Server ⚡ Claim Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…	B 76 ⁵⁄₄	◉	92	58	N/A	29	95	91
3214	Azure AI MCP Server Claim Enables comprehensive integration with Azure AI services including OpenAI, Cogn…	B 76 ⁵⁄₅	◉	78	72	—	39	81	100
3215	Firestore MCP Server Claim An interface for interacting with Google Firestore databases directly through C…	B 76 ⁵⁄₅	◉	90	60	—	44	80	99
3216	Interactive Terminal MCP ⚡ Claim Provides stateful, interactive terminal access for LLMs to spawn and maintain p…	B 76 ⁵⁄₅	◉	70	82	N/A	36	95	90
3217	NetBox MCP Server ⚡ Claim 2 Enables interaction with NetBox infrastructure management platform to query and…	B 76 ⁵⁄₅	◉	100	91	—	36	81	53
3218	mcp-address-history ⚡ Claim 3 MCP server for full transaction and token history on EVM and UTXO addresses via…	B 76 ⁶⁄₄	◉	81	76	93	37	83	72
3219	bzm-mcp ⚡ Claim Official BlazeMeter MCP Server for AI-driven performance testing	B 76 ⁵⁄₄	◉	90	40	N/A	72	95	81
3220	Harmonic MCP Server ⚡ Claim Provides access to Harmonic.ai's API for searching and retrieving detailed info…	B 76 ⁵⁄₅	◉	96	63	—	28	80	100
3221	Remote MCP with Azure Container Apps Claim A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…	B 76 ⁵⁄₅	◉	86	56	—	55	83	98
3222	wisdomforge Claim A powerful knowledge management system that forges wisdom from experiences, ins…	B 76 ⁵⁄₅	◉	94	56	—	51	81	88
3223	MCP Google Workspace Server Claim 1 Enables interaction with Gmail and Google Calendar using the MCP protocol, supp…	B 76 ⁵⁄₅	◉	86	66	—	49	76	99
3224	MCP Coding Agents Claim A transport-agnostic MCP server that integrates multiple AI coding agents (Clau…	B 76 ⁵⁄₅	◉	96	51	—	49	82	95
3225	MCP-BOE ⚡ Claim 2 MCP server para el BOE 🇪🇸 — Acceso a legislación consolidada, sumarios diarios …	B 76 ⁵⁄₅	◉	84	91	N/A	47	92	53
3226	Rememberizer MCP Server ⚡ Claim Enables interaction with Rememberizer.ai knowledge repositories to search, retr…	B 76 ⁵⁄₅	◉	84	70	—	37	81	96
3227	Memory MCP ⚡ Claim 2 A Model Context Protocol server that allows users to store, retrieve, update, a…	B 76 ⁵⁄₅	◉	85	100	N/A	40	90	47
3228	Markdown Editor MCP Server Claim 1 Provides semantic editing tools for Markdown files, allowing structured manipul…	B 76 ⁵⁄₄	◉	96	30	N/A	70	90	94
3229	GitLab Documentation MCP Server ⚡ Claim Searchable access to GitLab documentation from multiple repositories with full-…	B 76 ⁵⁄₅	◉	62	82	N/A	45	95	92
3230	OpenBrand ⚡ Claim Extract brand assets (logos, colors, backdrop images, brand name) from any webs…	B 76 ⁵⁄₅	◉	84	70	N/A	50	72	97
3231	Spotify Overload - More Tools (18) \| Mo… Claim 1 MCP server for Spotify playlist curation and management. 18 tools for song anal…	B 76 ⁵⁄₄	◉	79	47	N/A	57	95	100
3232	NiiVue MCP Server ⚡ Claim Provides fast lexical and optional semantic search over NiiVue neuroimaging vis…	B 76 ⁵⁄₄	◉	78	57	N/A	47	95	100
3233	BrowserLoop ⚡ Claim 1 A Model Context Protocol (MCP) server for taking screenshots of web pages using…	B 76 ⁵⁄₅	◉	78	75	—	70	81	71
3234	node-code-sandbox-mcp ⚡ Claim 1 A Node.js MCP server that spins up isolated Docker-based sandboxes for executin…	B 76 ⁵⁄₄	◉	90	61	N/A	48	87	88
3235	Opentrons MCP Server ⚡ Claim 1 A server that provides both comprehensive API documentation and direct robot co…	B 76 ⁵⁄₅	◉	96	82	—	42	81	64
3236	MCP Manual Generator Claim Automates the creation of application user manuals by capturing screenshots and…	B 76 ⁵⁄₄	◉	80	63	N/A	44	95	92
3237	MCP Web Research Agent ⚡ Claim Enables automated web research and intelligence gathering through recursive web…	B 76 ⁵⁄₄	◉	88	55	N/A	46	95	90
3238	CERN GitLab MCP Server ⚡ Claim 2 An MCP server that connects LLMs to CERN GitLab to discover and analyze High En…	B 76 ⁵⁄₅	◉	77	67	—	52	83	96
3239	reactbits-mcp-server ⚡ Claim 1 MCP server providing access to 135+ animated React components from ReactBits.de…	B 76 ⁵⁄₅	◉	79	57	N/A	73	82	93
3240	DIMO MCP Server Claim Enables AI assistants to access vehicle data from the DIMO Network, including q…	B 76 ⁵⁄₅	◉	84	72	—	46	81	91
3241	Nano Banana Pro MCP ⚡ Claim Enables AI agents to generate, edit, and analyze images using Google's Gemini i…	B 76 ⁵⁄₅	◉	90	72	—	33	81	92
3242	RooCode-RAG-Lookup Claim Enables semantic search across documents and code repositories using RAG (Retri…	B 76 ⁵⁄₄	◉	96	52	N/A	25	95	96
3243	mcp-mysql-lens ⚡ Claim MCP server to connect MySQL DB for read-only queries. It offers accurate query …	B 76 ⁵⁄₅	◉	90	56	—	47	81	98
3244	web-browser-mcp-server ⚡ Claim 1 Enables web browsing capabilities using BeautifulSoup4	B 76 ⁵⁄₄	◉	90	56	N/A	41	92	91
3245	Sleep MCP Server ⚡ Claim 2 A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…	B 76 ⁵⁄₄	◉	90	58	N/A	22	95	100
3246	IEEE Xplore MCP Server ⚡ Claim Allows users to search and retrieve academic papers, metadata, and citation cou…	B 76 ⁵⁄₅	◉	84	72	—	37	82	95
3247	substack-mcp ⚡ Claim 1 MCP server for Substack — read posts, manage drafts, publish Notes, get comment…	B 76 ⁵⁄₅	◉	61	71	—	72	80	100
3248	notion-mcp-server ⚡ Claim	B 76 ⁵⁄₄	◉	66	66	N/A	67	95	89
3249	PTO MCP Server Claim 1 Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…	B 76 ⁶⁄₆	◉	84	66	90	30	80	95
3250	msty-admin-mcp ⚡ Claim 1 AI-powered administration for Msty Studio Desktop. 24 MCP tools for database in…	B 76 ⁵⁄₄	◉	90	46	N/A	71	84	87

Showing 3201–3250 of 30006 servers

« Prev 1 … 63 64 65 66 67 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution