MCP Scoreboard

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Grade Distribution

Score Distribution

#	Server	Score	Visibility	Schema	Protocol	Reliability ↓	Maint.	Security	Agent
◉ Complete Scores
1	huoshui-file-search ⚡ Claim 2 An MCP server that provides fast Spotlight file search capabilities for macOS	C 66 ⁵⁄₅	◉ ⏳	51	87	N/A	49	95	40
2	Iconify MCP Server ⚡ Claim Provides access to over 200,000 open-source vector icons from more than 200 ico…	C 66 ⁵⁄₅	◉ ⏳	62	51	—	42	81	94
◐ Assessed Scores
3	psp-whhels-tst-sourexr Claim	D 42 ³⁄₃	◐ ⏳	18	N/A	N/A	13	95	—
4	Orchestrator MCP Server ⚡ Claim 1 Coordinates up to 64 parallel expert agents for complex multi-agent orchestrati…	C 66 ⁴⁄₃	◐ ⏳	90	28	N/A	43	90	—
5	nuclei-mcp ⚡ Claim A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…	C 65 ³⁄₃	◐ ⏳	66	N/A	N/A	25	95	—
◉ Complete Scores
6	TypeScript MCP Server Boilerplate ⚡ Claim 1 A starter kit for quickly building Model Context Protocol (MCP) servers using t…	C 66 ⁵⁄₄	◉ ⏳	66	72	N/A	32	90	59
7	mcp-0ne ⚡ Claim 1 A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…	B 73 ⁵⁄₅	◉ ⏳	72	66	—	42	80	99
◐ Assessed Scores
8	lynxprompt-mcp ⚡ Claim 1 MCP server for LynxPrompt — browse, search, and manage AI configuration bluepri…	B 73 ³⁄₃	◐ ⏳	61	N/A	N/A	78	83	—
◉ Complete Scores
9	go-mcp-postgres Claim what is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) serv…	C 66 ⁵⁄₅	◉ ⏳	72	42	—	60	74	84
10	GhidraMCP ⚡ Claim Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…	C 66 ⁵⁄₄	◉ ⏳	66	33	N/A	40	95	91
11	android-source-explorer-mcp ⚡ Claim MCP server for exploring AOSP internals and Jetpack libraries	C 66 ⁵⁄₄	◉ ⏳	66	33	N/A	48	92	92
◐ Assessed Scores
12	Contentrain Claim Git-native content governance for AI agents — 24 deterministic MCP tools over s…	C 55 ⁴⁄₃	◐ ⏳	58	0	—	74	92	—
◉ Complete Scores
13	Channel Talk MCP Server ⚡ Claim An unofficial MCP server that integrates with the Channel Talk Open API to allo…	C 66 ⁵⁄₅	◉ ⏳	56	67	—	31	80	88
◐ Assessed Scores
14	hevy-mcp ⚡ Claim Manage your Hevy workouts, routines, folders, and exercise templates. Create an…	B 74 ⁴⁄₄	◐ ⏳	64	65	N/A	90	82	—
◔ Limited Scores
15	komodo-mcp ⚡ Claim 1 An MCP server that exposes the full API of the Komodo infrastructure management…	C 66 ³⁄₄	◔ ⏳	61	—	—	53	81	—
◎ Verified Scores
16	Kaggle-MCP ⚡ Claim Connects Claude AI to the Kaggle API through the Model Context Protocol, enabli…	C 55 ⁴⁄₄	◎ ⏳	58	38	—	41	80	—
◉ Complete Scores
17	mcp-excel-server Claim 2 The Excel MCP Server is a powerful tool that enables natural language interacti…	C 66 ⁵⁄₅	◉ ⏳	51	82	N/A	25	81	84
18	Monad NFT Analytics MCP ⚡ Claim A server that retrieves NFT-related data on the Monad testnet, allowing users t…	C 66 ⁵⁄₄	◉ ⏳	54	66	N/A	27	90	87
◐ Assessed Scores
19	Mnemo Claim Provides AI assistants with extended memory by loading large codebases, documen…	C 66 ⁴⁄₄	◐ ⏳	60	70	—	48	81	—
◔ Limited Scores
20	schedulepulse-mcp ⚡ Claim 1	C 55 ³⁄₄	◔ ⏳	54	—	—	23	81	—
◉ Complete Scores
21	OpenAI MCP ⚡ Claim 1 A Model Context Protocol server enabling AI assistants to generate images throu…	C 66 ⁵⁄₅	◉ ⏳	75	41	—	37	81	90
◐ Assessed Scores
22	babelwrap-mcp ⚡ Claim MCP server for BabelWrap — give AI agents web browsing superpowers.	C 66 ³⁄₃	◐ ⏳	66	N/A	N/A	45	83	—
◉ Complete Scores
23	MCP Server Fetch Python ⚡ Claim 1 An MCP server for fetching and transforming web content into various formats.	B 74 ⁵⁄₄	◉ ⏳	63	67	N/A	40	95	100
◐ Assessed Scores
24	emms-mcp Claim Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…	B 74 ³⁄₃	◐ ⏳	90	N/A	N/A	21	95	—
◔ Limited Scores
25	sharp-on-fhir-mcp ⚡ Claim A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…	C 66 ³⁄₄	◔ ⏳	78	—	—	27	81	—
◐ Assessed Scores
26	Chart MCP Server ⚡ Claim Provides 15 types of chart generation tools (line, bar, pie, radar, word cloud,…	C 55 ⁴⁄₃	◐ ⏳	54	38	N/A	24	95	—
◔ Limited Scores
27	OpenAaaS ⚡ Claim Python MCP adapter connecting Claude/Cursor/Cline to the OpenAaaS scientific ag…	C 66 ³⁄₄	◔ ⏳	54	—	—	65	81	—
◐ Assessed Scores
28	RPG Ledger MCP Server Claim Enables AI assistants to act as RPG Game Masters by managing campaign state inc…	C 55 ⁴⁄₄	◐ ⏳	70	31	—	24	82	—
29	Ambiance MCP Server ⚡ Claim Provides intelligent code context and analysis through semantic compression, AS…	C 66 ⁴⁄₄	◐ ⏳	84	40	—	48	81	—
◉ Complete Scores
30	TypeScript MCP Server Boilerplate ⚡ Claim A boilerplate project for quickly developing MCP servers using TypeScript, feat…	C 66 ⁵⁄₄	◉ ⏳	60	72	N/A	24	95	65
31	MCP Document Reader Claim 1 A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…	C 66 ⁵⁄₄	◉ ⏳	66	33	N/A	35	92	100
32	Low-Code UI MCP Server ⚡ Claim Analyzes runtime data objects to suggest optimal UI component instructions for …	C 66 ⁵⁄₄	◉ ⏳	60	52	N/A	32	95	83
◐ Assessed Scores
33	Owner avatar beijing-car-quota-draw ⚡ Claim Owner avatar beijing-car-quota-draw	C 55 ⁴⁄₄	◐ ⏳	48	52	—	39	80	—
34	m2mcent ⚡ Claim x402 payment wrapper for AI Agents and MCP Servers. USDC settlements on Base L2.	C 55 ³⁄₃	◐ ⏳	42	N/A	N/A	50	75	—
◔ Limited Scores
35	phantom-mcp-server Claim Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …	C 55 ³⁄₄	◔ ⏳	42	—	—	42	81	—
◐ Assessed Scores
36	python-ai-kit Claim Python boilerplate for creating AI agents, MCP servers, API microservices and m…	C 66 ⁴⁄₃	◐ ⏳	72	33	N/A	62	95	—
37	MCP Selenium WebDriver ⚡ Claim A complete Model Context Protocol server that implements Selenium WebDriver for…	C 55 ⁴⁄₃	◐ ⏳	60	33	N/A	23	95	—
38	mcp_agent_mail_rust Claim Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQL…	C 66 ⁴⁄₃	◐ ⏳	60	55	N/A	58	92	—
39	Kite MCP Server ⚡ Claim 1 Enables trading and portfolio management on Zerodha Kite Connect through natura…	C 55 ⁴⁄₄	◐ ⏳	48	43	—	48	82	—
◉ Complete Scores
40	LinkedIn Profile Data Mining ⚡ Claim Enables comprehensive LinkedIn profile search, data extraction, and contact enr…	C 66 ⁵⁄₅	◉ ⏳	60	62	—	22	81	96
41	Loom Transcript MCP Claim Enables users to fetch transcripts and comments from public Loom video URLs. It…	C 66 ⁵⁄₅	◉ ⏳	60	57	—	27	81	100
42	base-flash-arb-mcp ⚡ Claim 2 MCP server for AI agents to detect flash loan arbitrage opportunities across DE…	C 66 ⁵⁄₅	◉ ⏳	51	100	N/A	34	95	37
◐ Assessed Scores
43	mcp-filesystem ⚡ Claim Advanced filesystem operations with strict security boundaries for AI agents	C 55 ⁴⁄₃	◐ ⏳	60	12	N/A	49	95	—
◔ Limited Scores
44	Eterna MCP Claim No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated su…	C 65 ³⁄₄	◔ ⏳	58	—	—	54	81	—
◐ Assessed Scores
45	Blueprint MCP ⚡ Claim Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…	C 55 ⁴⁄₄	◐ ⏳	60	40	—	33	81	—
◉ Complete Scores
46	Odoo MCP Server ⚡ Claim 1 An implementation that integrates with Odoo ERP systems, enabling AI assistants…	C 66 ⁵⁄₅	◉ ⏳	66	72	—	18	80	81
47	YouTube Transcript MCP Server Claim Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…	C 66 ⁵⁄₅	◉ ⏳	60	68	—	24	81	90
48	MCP Example Simple Server ⚡ Claim A basic example MCP server built with the FastMCP framework for demonstration a…	C 55 ⁵⁄₄	◉ ⏳	46	12	N/A	21	95	100
◔ Limited Scores
49	Unstop MCP Server ⚡ Claim Enables users to discover and search for Unstop hackathons through features lik…	C 66 ³⁄₄	◔ ⏳	76	—	—	29	81	—
◐ Assessed Scores
50	Google MCP Server ⚡ Claim A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google …	C 55 ⁴⁄₃	◐ ⏳	64	30	N/A	27	90	—

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