MCP Scoreboard

66475

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31805

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2112

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16953

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Last updated 6 hours, 8 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
7351	Swagger/Postman MCP Server ⚡ Claim Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…	B 70 ⁵⁄₅	◉ ⏳	72	70	—	26	80	92
7352	quanttogo-mcp-servers ⚡ Claim 1 MCP servers for quantitative trading: live trading signals, market data, NAV hi…	B 70 ⁵⁄₅	◉ ⏳	72	100	—	49	81	38
7353	ComfyUI Builder ⚡ Claim ComfyUI MCP server: knowledge base, workflow builder, real-time execution, mode…	B 70 ⁵⁄₄	◉ ⏳	78	25	N/A	71	95	86
7354	random-number-server ⚡ Claim 1 An MCP server that generates random numbers by using national weather data as e…	B 70 ⁵⁄₅	◉ ⏳	69	47	—	54	81	100
7355	foundry-mcp-server ⚡ Claim An experimental MCP Server for foundry built for Solidity devs	B 70 ⁵⁄₅	◉ ⏳	66	58	N/A	54	81	91
7356	0xGasless MCP Server Claim 1 A Model Context Protocol server that enables gasless blockchain transactions di…	B 70 ⁵⁄₅	◉ ⏳	57	63	—	49	81	100
7357	FreeAgent MCP Server ⚡ Claim 1 A Claude MCP server that allows Claude to interact with your FreeAgent account …	B 70 ⁵⁄₅	◉ ⏳	78	58	—	35	81	91
7358	MongoDB MCP Server Claim A modular server that enables management of MongoDB databases, collections, doc…	B 70 ⁵⁄₅	◉ ⏳	82	47	—	44	76	95
7359	Garmin Workouts MCP ⚡ Claim Manage Garmin Connect workouts, including strength workouts with mapped exercis…	B 70 ⁵⁄₅	◉ ⏳	70	82	N/A	66	83	42
7360	MCP Datadog Playcourt ⚡ Claim 1 Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…	B 70 ⁵⁄₅	◉ ⏳	78	67	—	24	71	96
7361	Oracle APEX MCP Server ⚡ Claim Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…	B 70 ⁵⁄₄	◉ ⏳	54	72	—	36	90	92
7362	MCP Ethereum Address Info Server Claim Provides real-time information about Ethereum addresses across multiple chains …	B 70 ⁵⁄₅	◉ ⏳	80	62	—	23	81	92
7363	axon-research ⚡ Claim AI agent ecosystem research, DeFi analysis, and market research tools	B 70 ⁵⁄₅	◉ ⏳	78	91	N/A	29	95	37
7364	mcp-esa-server-python ⚡ Claim A Python-based MCP server that enables users to interact with the esa.io API fo…	B 70 ⁵⁄₅	◉ ⏳	62	61	—	46	81	100
7365	taiwan-holiday Claim A Taiwan holiday query server based on Model Context Protocol (MCP), providing …	B 70 ⁵⁄₄	◉ ⏳	72	67	N/A	45	95	64
7366	Google Calendar MCP Server ⚡ Claim 3 Enables LLMs to read, create, and manage Google Calendar events through a stand…	B 70 ⁵⁄₅	◉ ⏳	78	75	—	20	77	87
7367	devrag Claim Lightweight local RAG MCP server for semantic vector search over markdown docum…	B 70 ⁵⁄₄	◉ ⏳	82	28	N/A	64	90	85
7368	UniProt MCP Server ⚡ Claim Provides seamless access to UniProtKB protein database, enabling queries for pr…	B 70 ⁵⁄₅	◉ ⏳	76	82	—	65	81	39
7369	Google Scholar MCP Server ⚡ Claim Enables academic research through Google Scholar by searching for papers, findi…	B 70 ⁵⁄₅	◉ ⏳	84	53	—	34	82	89
7370	MCP Server Boilerplate ⚡ Claim A starter template for building Model Context Protocol servers that integrate w…	B 70 ⁵⁄₅	◉ ⏳	54	100	N/A	23	95	64
7371	Shrike Security ⚡ Claim 1 Runtime security for AI agents. 12 MCP tools detect and block prompt injection,…	B 70 ⁶⁄₆	◉ ⏳	96	91	0	72	81	81
7372	MCP OCR Server ⚡ Claim Extracts text from images using Tesseract OCR with support for local files, URL…	B 70 ⁵⁄₅	◉ ⏳	60	41	—	80	78	100
7373	MCP Chat ⚡ Claim A command-line interface application that enables interactive chat with AI mode…	B 70 ⁵⁄₄	◉ ⏳	74	51	N/A	21	95	100
7374	Repo Docs MCP Claim A generic MCP server that exposes local repository checkouts, allowing users to…	B 70 ⁵⁄₄	◉ ⏳	66	61	N/A	32	90	92
7375	spa-reader-mcp ⚡ Claim 1 MCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown co…	B 70 ⁵⁄₅	◉ ⏳	51	100	N/A	51	95	47
7376	serveMyAPI Claim A personal MCP (Model Context Protocol) server for securely storing and accessi…	B 70 ⁵⁄₄	◉ ⏳	60	60	N/A	34	89	100
7377	mcp-server-ads ⚡ Claim 1 An MCP server for the NASA Astrophysics Data System (ADS) that enables searchin…	B 70 ⁵⁄₅	◉ ⏳	57	71	—	51	82	89
7378	Accounting Practice ⚡ Claim Streamline client management, compliance deadlines, and core bookkeeping for yo…	B 70 ⁵⁄₄	◉ ⏳	80	53	N/A	21	90	95
7379	Markmap MCP Server ⚡ Claim Enables conversion of plain text descriptions and Markdown content into interac…	B 70 ⁵⁄₅	◉ ⏳	60	60	—	55	81	93
7380	Git Analytics MCP Server Claim Provides comprehensive Git repository insights including author statistics, bra…	B 70 ⁵⁄₄	◉ ⏳	66	61	N/A	21	92	98
7381	open-notebook ⚡ Claim MCP server that wraps the Open Notebook API	B 70 ⁵⁄₄	◉ ⏳	78	40	N/A	55	83	92
7382	Supabase MCP Server - Self-Hosted Editi… Claim Enables comprehensive management of self-hosted or cloud Supabase instances wit…	B 70 ⁵⁄₅	◉ ⏳	86	43	—	29	81	99
7383	MalwareBazaar_MCP Claim An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…	B 70 ⁵⁄₄	◉ ⏳	64	42	—	55	95	94
7384	Nipoppy MCP Server ⚡ Claim An interface for the Nipoppy neuroimaging framework that enables AI agents to l…	B 70 ⁵⁄₄	◉ ⏳	80	36	N/A	50	94	89
7385	StockSpark MCP Server ⚡ Claim Provides AI agents with 36 specialized tools for complete vehicle dealership ma…	B 70 ⁵⁄₅	◉ ⏳	90	51	—	25	81	89
7386	FrameLayoutKit MCP Server ⚡ Claim 1 Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…	B 70 ⁵⁄₄	◉ ⏳	78	47	N/A	42	90	88
7387	QRCode_MCP ⚡ Claim 1 An MCP server that generates customizable QR codes with options for size, color…	B 70 ⁵⁄₄	◉ ⏳	51	61	N/A	46	94	100
7388	Basic MCP Application Claim A simple application demonstrating Model Context Protocol (MCP) integration wit…	B 70 ⁵⁄₅	◉ ⏳	82	66	—	16	77	94
7389	Farcaster MCP Server ⚡ Claim 2 Provides tools to interact with the Farcaster network, allowing AI models to fe…	B 70 ⁵⁄₅	◉ ⏳	66	100	—	48	80	43
7390	Adzuna Jobs MCP Server ⚡ Claim Provides AI assistants with access to the Adzuna Job Search API to search milli…	B 70 ⁵⁄₅	◉ ⏳	82	37	—	51	83	94
7391	Nano Banana Pro MCP Server ⚡ Claim Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…	B 70 ⁵⁄₅	◉ ⏳	78	100	—	29	81	46
7392	x402-api ⚡ Claim DeFi data API for AI agents — pay-per-call via x402/USDC on Base	B 70 ⁶⁄₄	◉ ⏳	94	68	0	69	95	100
7393	Markitdown MCP Server Claim Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…	B 70 ⁵⁄₅	◉ ⏳	60	68	—	42	82	94
7394	Budget Allocator Claim An interactive tool for visualizing and managing budget allocations across busi…	B 70 ⁵⁄₅	◉ ⏳	68	67	—	30	84	94
7395	Prometheus MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to query Prometheus …	B 70 ⁵⁄₅	◉ ⏳	73	82	—	41	81	63
7396	Steel Puppeteer ⚡ Claim 2 A Model Context Protocol server that enables LLMs to automate web browsers usin…	B 70 ⁵⁄₅	◉ ⏳	65	66	—	34	81	99
7397	MCP_AI_SOC_Sher ⚡ Claim MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…	B 70 ⁵⁄₅	◉ ⏳	78	66	—	39	74	87
7398	open-mcp-auth-proxy Claim Authentication and Authorization Proxy for MCP Servers	B 70 ⁵⁄₄	◉ ⏳	60	35	N/A	77	95	94
7399	Playwright MCP ⚡ Claim 1 A Model Context Protocol server that provides browser automation capabilities u…	B 70 ⁵⁄₅	◉ ⏳	65	55	—	57	80	95
7400	io.github.qso-graph/pota-mcp ⚡ Claim MCP server for Parks on the Air (POTA) providing live activator spots, park det…	B 70 ⁵⁄₄	◉ ⏳	72	41	—	38	95	98

Showing 7351–7400 of 66475 servers

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