MCP Scoreboard

59385

Discovered

→

29896

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
3701	Spotify Playlist MCP Server ⚡ Claim Enables creating and managing Spotify playlists using natural language with adv…	B 75 ⁵⁄₅	◉ ⏳	86	71	—	41	81	86
3702	mcp-server-nationalparks ⚡ Claim National Park Service API integration providing latest information of park deta…	B 75 ⁵⁄₅	◉ ⏳	78	71	—	49	82	91
3703	telegram-bot-mcp ⚡ Claim Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…	B 75 ⁵⁄₅	◉ ⏳	84	82	—	49	81	71
3704	MCP Memory Server ⚡ Claim 1 A persistent local vector memory server that allows users to store and search p…	B 75 ⁵⁄₄	◉ ⏳	84	51	N/A	51	90	96
3705	MCP Server Semgrep ⚡ Claim 1 A Model Context Protocol compliant server that integrates Semgrep static analys…	B 75 ⁵⁄₅	◉ ⏳	90	100	—	56	81	34
3706	mcp-k8s ⚡ Claim MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…	B 75 ⁵⁄₅	◉ ⏳	72	53	—	76	80	100
3707	protolint-mcp Claim protolint-mcp	B 75 ⁵⁄₅	◉ ⏳	96	25	—	79	81	95
3708	Codecks MCP Server ⚡ Claim 1 Enables AI assistants to interact with Codecks project management for querying …	B 75 ⁵⁄₅	◉ ⏳	90	65	—	27	82	96
3709	MCP Trello Claim Enables interaction with Trello boards through comprehensive card, list, and bo…	B 75 ⁵⁄₅	◉ ⏳	60	73	—	64	81	100
3710	mcp-maigret ⚡ Claim 2 MCP server for maigret, a powerful OSINT tool that collects user account inform…	B 75 ⁵⁄₅	◉ ⏳	75	65	—	61	82	92
3711	MCP Example Express Claim A basic example of developing and running serverless Model Context Protocol (MC…	B 75 ⁶⁄₆	◉ ⏳	78	75	85	21	81	96
3712	mcp-telegram ⚡ Claim Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …	B 75 ⁵⁄₅	◉ ⏳	76	58	N/A	75	76	92
3713	MCP File Compaction Claim 1 Reduces Claude's context window costs by automatically summarizing inactive fil…	B 75 ⁵⁄₄	◉ ⏳	90	57	N/A	30	92	93
3714	MCP Log Reader ⚡ Claim 1 A specialized MCP server that helps analyze and debug Model Context Protocol lo…	B 75 ⁵⁄₄	◉ ⏳	84	60	N/A	44	90	91
3715	GWAS Bioinformatics MCP Server ⚡ Claim 3 Access 30+ bioinformatics tools from 14 databases.	B 75 ⁵⁄₅	◉ ⏳	92	91	N/A	48	90	39
3716	Qwen3-Coder MCP Server Claim Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…	B 75 ⁵⁄₅	◉ ⏳	90	100	N/A	29	95	39
3717	claude-debugs-for-you ⚡ Claim 1 An MCP Server and VS Code Extension which enables (language agnostic) automatic…	B 75 ⁵⁄₄	◉ ⏳	75	58	N/A	81	84	82
3718	Weather MCP Server ⚡ Claim Provides weather forecasts and active alerts for US locations using the Nationa…	B 75 ⁵⁄₅	◉ ⏳	80	71	—	32	82	100
3719	Metabase MCP Server ⚡ Claim Enables LLMs to interact with Metabase instances through 33 tools for querying …	B 75 ⁵⁄₅	◉ ⏳	92	68	—	28	81	93
3720	Odoo MCP Server ⚡ Claim 2 A Model Context Protocol server that enables AI assistants to interact with Odo…	B 75 ⁵⁄₅	◉ ⏳	75	70	—	45	80	97
3721	android-mobile-mcp ⚡ Claim	B 75 ⁵⁄₅	◉ ⏳	60	82	N/A	38	90	98
3722	Groww MCP Claim Enable seamless integration of Groww platform data and tools with language mode…	B 75 ⁵⁄₄	◉ ⏳	72	75	N/A	25	95	99
3723	MCP PostgreSQL Server ⚡ Claim 1 Enables AI models to interact with PostgreSQL databases through a standardized …	B 75 ⁵⁄₅	◉ ⏳	92	58	—	40	80	96
3724	MCP Glucose Server Claim Enables AI assistants to query glucose data from health storage APIs, providing…	B 75 ⁵⁄₅	◉ ⏳	100	66	—	22	81	90
3725	DB Schenker Shipment Tracker ⚡ Claim Tracks DB Schenker shipments by reference number, providing detailed shipment i…	B 75 ⁵⁄₅	◉ ⏳	78	55	—	55	83	100
3726	Prover MCP ⚡ Claim 1 Enables AI assistants to control Succinct Prover Network operations on Sepolia …	B 75 ⁵⁄₄	◉ ⏳	84	68	N/A	21	90	98
3727	MCP Variance Log ⚡ Claim 1 Agentic tool that looks for statistical variations in conversation structure an…	B 75 ⁵⁄₄	◉ ⏳	90	57	N/A	39	87	94
3728	MonoGame MCP Server Claim Provides AI-powered tools for MonoGame development, including API documentation…	B 75 ⁵⁄₄	◉ ⏳	84	62	N/A	38	92	89
3729	HCM-LLM MCP Server ⚡ Claim A FastAPI-based server that enables AI assistants to perform Highway Capacity M…	B 75 ⁵⁄₅	◉ ⏳	80	58	—	67	80	90
3730	Valkey MCP Task Management Server Claim Enables AI agents to create, manage, and track tasks within plans using Valkey …	B 75 ⁵⁄₅	◉ ⏳	88	38	—	76	81	94
3731	Self MCP Server Claim Enables AI assistants to interact with Self, a self-awareness framework that co…	B 75 ⁵⁄₅	◉ ⏳	88	60	—	47	82	92
3732	Microsoft 365 Bookings Claim Interact with Microsoft Bookings seamlessly through the Microsoft Graph API. Ac…	B 75 ⁵⁄₄	◉ ⏳	78	66	N/A	23	95	100
3733	Octopus Energy MCP Server ⚡ Claim Enables retrieval of electricity and gas consumption data from Octopus Energy a…	B 75 ⁵⁄₅	◉ ⏳	84	71	—	35	83	92
3734	Shodan Server ⚡ Claim 1 A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…	B 75 ⁵⁄₄	◉ ⏳	73	53	N/A	61	95	93
3735	Proton Drive MCP ⚡ Claim 2 A Model Context Protocol server that enables AI assistants to interact with Pro…	B 75 ⁵⁄₄	◉ ⏳	73	62	N/A	46	90	100
3736	HackerNews MCP Server ⚡ Claim 1 Enables AI agents and developers to search, retrieve, and analyze HackerNews co…	B 75 ⁵⁄₅	◉ ⏳	84	67	—	35	83	95
3737	JavaScript Sandbox MCP Server ⚡ Claim Provides a secure, isolated JavaScript execution environment with configurable …	B 75 ⁵⁄₅	◉ ⏳	78	100	N/A	34	95	52
3738	BitSight Community MCP Server ⚡ Claim Enables access to BitSight security rating data through company search and rati…	B 75 ⁵⁄₅	◉ ⏳	88	37	—	84	81	91
3739	Session Forge ⚡ Claim Persistent memory and session intelligence for AI coding assistants. Zero confi…	B 75 ⁵⁄₄	◉ ⏳	78	55	N/A	50	95	93
3740	Google Calendar MCP Server ⚡ Claim 2 Provides a standardized interface for LLMs to read, create, and manage Google C…	B 75 ⁵⁄₄	◉ ⏳	86	75	N/A	23	89	88
3741	protonmail-mcp Claim This MCP server provides email sending functionality using Protonmail's SMTP se…	B 75 ⁵⁄₅	◉ ⏳	90	61	N/A	39	81	92
3742	Frida MCP ⚡ Claim 1 An MCP-compliant server that enables AI systems to interact with mobile and des…	B 75 ⁵⁄₅	◉ ⏳	68	100	—	45	81	69
3743	agent-architecture-review-sample Claim The Architecture Review Agent is an open-source AI agent sample that reviews so…	B 75 ⁵⁄₄	◉ ⏳	76	61	N/A	52	90	90
3744	MCP Context Bank Server Claim Enables AI agents to fetch, search, and retrieve markdown content from remote G…	B 75 ⁵⁄₅	◉ ⏳	78	72	—	41	81	95
3745	Hebbian Mind ⚡ Claim 1 Associative memory via Hebbian learning. Connections strengthen through use, de…	B 75 ⁵⁄₄	◉ ⏳	96	28	N/A	71	90	88
3746	Project Handoffs MCP Server Claim 1 Facilitates AI session handoffs and next steps tracking through project-based o…	B 75 ⁵⁄₅	◉ ⏳	90	100	N/A	22	95	46
3747	MCP Server Playwright ⚡ Claim 2 A Model Context Protocol server that provides browser automation capabilities u…	B 75 ⁵⁄₄	◉ ⏳	75	51	N/A	74	82	99
3748	NyxDocs ⚡ Claim Specialized MCP server for cryptocurrency project documentation management with…	B 75 ⁵⁄₅	◉ ⏳	88	62	—	41	82	94
3749	SonarCloud MCP Server Claim 1 A server that enables fetching and filtering SonarCloud issues related to pull …	B 75 ⁵⁄₅	◉ ⏳	96	100	—	48	81	34
3750	SSH MCP Server ⚡ Claim 1 Enables remote command execution and file management over SSH and SFTP, support…	B 75 ⁵⁄₄	◉ ⏳	78	65	N/A	28	92	100

Showing 3701–3750 of 59385 servers

« Prev 1 … 73 74 75 76 77 … 1188 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops