MCP Scoreboard

59785

Discovered

→

29911

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
2201	mcp-utils ⚡ Claim 3 MCP server for address derivation and encoding utilities across multiple blockc…	B 78 ⁶⁄₄	◉ ⏳	81	76	93	37	83	84
2202	Multi-Agent-System-A2A-ADK-MCP Claim Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP	B 78 ⁴⁄₄	◉ ⏳	72	N/A	N/A	46	95	94
2203	sauce-api-mcp ⚡ Claim An open-source MCP server that provides LLM access to the Sauce Labs API	B 78 ⁵⁄₄	◉ ⏳	74	66	N/A	68	87	95
2204	KIP Claim Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…	B 78 ⁵⁄₄	◉ ⏳	90	68	N/A	49	83	89
2205	Mnemos Claim A self-hosted, multi-context memory server that enables AI agents to search and…	B 78 ⁵⁄₄	◉ ⏳	94	57	N/A	40	90	98
2206	Unreal Engine Code Analyzer MCP Server ⚡ Claim Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…	B 78 ⁵⁄₅	◉ ⏳	86	68	—	47	81	99
2207	HeadHunter MCP Server Claim Enables AI assistants to search job vacancies, manage resumes, and apply to job…	B 78 ⁵⁄₅	◉ ⏳	94	60	—	48	81	98
2208	Pytest MCP Server Claim 1 Enables AI assistants to run and analyze pytest tests for desktop applications …	B 78 ⁵⁄₅	◉ ⏳	100	100	N/A	21	95	50
2209	Hurricane Tracker MCP Server Claim Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…	B 78 ⁵⁄₅	◉ ⏳	84	67	—	56	82	96
2210	Log MCP Server ⚡ Claim 1 Enables AI assistants to automatically inspect and analyze application runtime …	B 78 ⁵⁄₅	◉ ⏳	84	91	N/A	69	95	45
2211	MCP Files ⚡ Claim 1 Provides a secure, constrained filesystem workspace for LLM agents to manage fi…	B 78 ⁵⁄₄	◉ ⏳	72	72	N/A	60	92	92
2212	Google Tasks MCP Server Claim A TypeScript Model Context Protocol server that integrates with Google Tasks AP…	B 78 ⁵⁄₅	◉ ⏳	90	68	—	40	81	99
2213	Blawx MCP Server Claim Enables interaction with the Blawx API to discover project ontologies, ask ques…	B 78 ⁵⁄₅	◉ ⏳	84	72	—	45	81	98
2214	postgres-scout-mcp Claim Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	B 78 ⁵⁄₄	◉ ⏳	80	65	N/A	50	95	93
2215	eqsl-mcp ⚡ Claim eQSL.cc MCP server. Inbox download, QSO verification, Authenticity Guaranteed s…	B 78 ⁵⁄₅	◉ ⏳	72	82	N/A	38	95	95
2216	mcp-googletasks ⚡ Claim 1 An MCP server to interface with the Google Tasks API	B 78 ⁵⁄₅	◉ ⏳	73	76	—	56	80	100
2217	Spotify MCP Server ⚡ Claim A server that connects Claude with Spotify, allowing users to control playback,…	B 78 ⁵⁄₄	◉ ⏳	78	67	N/A	55	92	96
2218	MCP Etherscan Server Claim 1 Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …	B 78 ⁵⁄₅	◉ ⏳	94	62	—	43	82	100
2219	Llama 4 Maverick MCP Server ⚡ Claim Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…	B 78 ⁵⁄₄	◉ ⏳	90	73	N/A	18	95	95
2220	package-registry-mcp ⚡ Claim 1 MCP server for searching and getting up-to-date information about NPM, Cargo, P…	B 78 ⁵⁄₄	◉ ⏳	67	61	N/A	70	95	100
2221	time-node-mcp ⚡ Claim 1 Timezone-aware date and time operations with support for IANA timezones, timezo…	B 78 ⁵⁄₄	◉ ⏳	90	57	N/A	38	94	100
2222	Google Sheets ⚡ Claim Allow AI systems to read, write, and query spreadsheet data via Google Sheets.	B 78 ⁵⁄₄	◉ ⏳	94	72	N/A	52	75	87
2223	USCardForum MCP Server Claim Enables interaction with USCardForum, a Discourse-based community for US credit…	B 78 ⁵⁄₅	◉ ⏳	72	100	—	29	81	97
2224	Onboarded MCP Server ⚡ Claim 2 Enables AI assistants to interact with the Onboarded platform through automatic…	B 78 ⁵⁄₄	◉ ⏳	92	72	N/A	30	92	90
2225	Self-Improving Memory MCP ⚡ Claim 1 Provides Claude with persistent memory and learning capabilities through 10 aut…	B 78 ⁵⁄₄	◉ ⏳	84	61	N/A	58	90	92
2226	Agent Progress Tracker MCP Server ⚡ Claim 1 Enables AI agents to track, search, and retrieve their progress across projects…	B 78 ⁵⁄₅	◉ ⏳	78	65	—	74	82	93
2227	Obsidian MCP Server - Enhanced ⚡ Claim 1 A Model Context Protocol server that provides comprehensive access to Obsidian …	B 78 ⁵⁄₅	◉ ⏳	85	72	—	57	81	89
2228	jetbrains ⚡ Claim 2 A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…	B 78 ⁵⁄₅	◉ ⏳	75	95	—	51	77	84
2229	Browserbase MCP Server ⚡ Claim 1 Enables LLMs to control cloud browsers for web automation, data extraction, scr…	B 78 ⁵⁄₅	◉ ⏳	90	100	—	45	81	59
2230	X Archive Daemon Claim Archives posts from X into a local SQLite database and provides tools for seman…	B 78 ⁵⁄₄	◉ ⏳	90	63	N/A	30	95	99
2231	mongo-mcp ⚡ Claim 1 MongoDB integration that enables LLMs to interact directly with databases.	B 78 ⁵⁄₄	◉ ⏳	90	58	N/A	47	90	99
2232	revit-mcp ⚡ Claim 1 Enables AI assistants to interact with Autodesk Revit to query project data, ma…	B 78 ⁵⁄₅	◉ ⏳	78	100	N/A	50	82	72
2233	mcp-headless-gmail ⚡ Claim A MCP (Model Context Protocol) server that provides get, send Gmails without lo…	B 78 ⁵⁄₅	◉ ⏳	96	66	N/A	47	81	92
2234	AMC MCP Server ⚡ Claim Provides a comprehensive movie booking experience for AMC Theatres, enabling us…	B 78 ⁵⁄₅	◉ ⏳	78	82	—	39	81	99
2235	real-browser-mcp ⚡ Claim MCP server + Chrome extension that gives AI agents control of the user's real b…	B 78 ⁵⁄₄	◉ ⏳	78	72	N/A	67	82	90
2236	mcp-rpn ⚡ Claim MCP server that exposes an RPN calculator	B 78 ⁴⁄₄	◉ ⏳	64	N/A	N/A	49	95	99
2237	Berlin Open Data MCP Server ⚡ Claim Enables interaction with Berlin's open data catalog through tools for full-text…	B 78 ⁵⁄₄	◉ ⏳	82	66	N/A	56	92	90
2238	mcp-shell-server ⚡ Claim A secure shell command execution server implementing the Model Context Protocol…	B 78 ⁵⁄₄	◉ ⏳	84	65	N/A	80	84	79
2239	Stock Valuation MCP Server ⚡ Claim Provides professional-grade financial analysis tools for Thai stock markets, in…	B 78 ⁵⁄₅	◉ ⏳	96	67	—	32	81	98
2240	PromptBoard ⚡ Claim A shared whiteboard server that enables users to provide visual context to AI a…	B 78 ⁵⁄₅	◉ ⏳	84	56	—	69	82	100
2241	MCPOSprint ⚡ Claim 1 An MCP server that enables users to print markdown tasklists, Notion tasks with…	B 78 ⁵⁄₅	◉ ⏳	69	82	N/A	50	90	93
2242	clawphunks Claim Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…	B 78 ⁵⁄₄	◉ ⏳	86	71	N/A	32	95	94
2243	OpenSpec MCP ⚡ Claim 1 Enables spec-driven development with task tracking, approval workflows, and rea…	B 78 ⁵⁄₅	◉ ⏳	66	82	N/A	71	95	75
2244	capital-equipment Claim Search, book, and manage scientific research equipment across 500+ STEM core fa…	B 78 ⁶⁄₆	◉ ⏳	78	86	93	23	81	92
2245	BMAD-MCP ⚡ Claim 1 Orchestrates complete agile development workflows from product requirements to …	B 78 ⁵⁄₅	◉ ⏳	90	100	N/A	25	95	58
2246	archy ⚡ Claim archy	B 78 ⁵⁄₅	◉ ⏳	84	71	—	49	81	98
2247	Sora 2 MCP Server ⚡ Claim 1 Enables video generation through OpenAI's Sora 2 API, allowing users to create,…	B 78 ⁵⁄₅	◉ ⏳	96	65	—	43	74	100
2248	mcp-file-merger ⚡ Claim File merger tool, suitable for AI chat length limits.	B 78 ⁵⁄₄	◉ ⏳	86	65	N/A	45	92	96
2249	matlab-mcp-server ⚡ Claim Matlab MCP Server in python	B 78 ⁵⁄₄	◉ ⏳	86	58	N/A	54	95	92
2250	REAPER MCP Server ⚡ Claim 2 A Model Context Protocol server that exposes REAPER digital audio workstation f…	B 78 ⁵⁄₅	◉ ⏳	81	82	—	47	81	92

Showing 2201–2250 of 59785 servers

« Prev 1 … 43 44 45 46 47 … 1196 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops