MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35501 |
IBKR MCP Server
Claim
Enables algorithmic trading with Interactive Brokers, including market data, or…
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| 35502 |
azure-latency-mcp
Claim
Measures TCP connection latency to Azure blob storage endpoints across regions,…
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| 35503 |
Todo MCP Server
Claim
A Model Context Protocol server with a built-in OAuth 2.1 authorization server …
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| 35504 |
Enables interaction with Braze customer engagement platform through a standardi…
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| 35505 |
Enables AI-powered shopping assistance by analyzing natural language shopping q…
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| 35506 |
Conqueror
Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
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| 35507 |
LinkRescue
Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
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| 35508 |
Memecoin Observatory MCP
Claim
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
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| 35509 |
mcp-xray
Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
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| 35510 |
linkedin-mcp-custom
Claim
Analyzes LinkedIn saved jobs with EROI scoring and writes analysis back to a kn…
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| 35511 |
scrumdo-mcp
Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
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| 35512 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 35513 |
chrome-devtools-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
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| 35514 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 35515 |
letgo-mcp
Claim
Enables searching, viewing details, and filtering listings on Letgo.com by usin…
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| 35516 |
healthcare-mcp-public
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| 35517 |
nutanix-mcp
Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
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| 35518 |
mcplint
Claim
Statically audits MCP tool surfaces for token cost, schema quality, and design …
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| 35519 |
ArchiMate MCP Server
Claim
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
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| 35520 |
unofficial-solaredge-mcp
Claim
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
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| 35521 |
mcp
Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
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| 35522 |
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
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| 35523 |
CiviCRM MCP Server
Claim
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
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| 35524 |
CropProphEU
Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
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| 35525 |
asd
Claim
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| 35526 |
YetAnotherUnityMcp
Claim
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
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| 35527 |
mcp-paprika
Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
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| 35528 |
forecasting-mcp-server
Claim
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| 35529 |
sats-for-ai
Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
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| 35530 |
mcpgate
Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
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| 35531 |
AirTrail MCP Server
Claim
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
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| 35532 |
HoloViz MCP Server
Claim
Let AI agents create interactive visualizations that render live inside your ch…
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| 35533 |
data-transform
Claim
Cloudflare Workers MCP server: data-transform
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| 35534 |
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
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| 35535 |
Memoreei
Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
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| 35536 |
scm-mcp-server
Claim
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
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| 35537 |
emisar
Claim
Let AI operate servers without SSH. Choose actions, approve risky changes, and …
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| 35538 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 35539 |
open-compute-mcp
Claim
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
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| 35540 |
Codex MCP Server
Claim
Enables Talon agents to delegate autonomous coding tasks to OpenAI Codex, suppo…
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| 35541 |
stelar-signals-mcp
Claim
Crypto market-signal MCP tools (regime, sentiment, price, risk) via RapidAPI. N…
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| 35542 |
zee5-mcp-private
Claim
MCP server providing synthetic subscriber data (profiles, watch history, billin…
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| 35543 |
An MCP server that provides persistent memory and context management across ses…
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| 35544 |
mcp-video-reader
Claim
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
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| 35545 |
tinypilot-mcp
Claim
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
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| 35546 |
yahoo-finance-mcp-server
Claim
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
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| 35547 |
MemoryMesh
Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
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| 35548 |
mcp-assist-memory
Claim
An MCP server that provides a shared memory layer for Claude across claude.ai, …
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| 35549 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 35550 |
akshare-mcp
Claim
MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs t…
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