MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27401 |
Automate Chrome pages with clicks, form fills, navigation, and in-page scriptin…
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| 27402 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
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| 27403 |
custom-agent
Claim
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| 27404 |
SwarmSync.AI
Claim
SwarmSync agent marketplace: discover agents, AP2 escrow payments, SwarmScore t…
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| 27405 |
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs…
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| 27406 |
This server enables multi-agent conversations for interacting with Cirro's biol…
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| 27407 |
A REST API server implementation for message handling with Oracle Database inte…
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| 27408 |
KTA-Oracle
Claim
Live KTA rates, market data, payment rails, AML/VAT compliance, SDK snippets. 1…
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| 27409 |
Aptly MCP Server
Claim
Enables AI assistants to manage Debian package repositories through natural lan…
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| 27410 |
newsletter-commerce-mcp
Claim
Extract shoppable products from newsletter content with affiliate signals.
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| 27411 |
recipe-commerce-mcp
Claim
Extract shoppable ingredients from recipe content with affiliate signals.
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| 27412 |
CryptoPrice
Claim
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
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| 27413 |
MCP Backup Server
Claim
Provides specialized backup and restoration capabilities for AI agents and code…
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| 27414 |
GitHubInsights
Claim
GitHub repo analytics, trending repos, contributor stats, and language breakdow…
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| 27415 |
mnemex
Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
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| 27416 |
PDFTools
Claim
Extract text and tables from PDFs, merge documents, and get metadata.
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| 27417 |
QRGenerator
Claim
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
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| 27418 |
Code Review Analyst
Claim
Gemini-powered MCP server for code review analysis.
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| 27419 |
SEOAudit
Claim
On-page SEO analysis, HTTP header checks, broken link detection, and robots.txt…
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| 27420 |
Agent to Figma MCP
Claim
Enables AI agents like Claude to interact with Figma designs through 50+ tools …
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| 27421 |
Senzing MCP Server
Claim
Enables entity resolution capabilities through the Senzing SDK, allowing AI ass…
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| 27422 |
SolanaPay
Claim
On-chain Solana payments for MCP services with SOL and USDC support.
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| 27423 |
clickup
Claim
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| 27424 |
ThinkingCap
Claim
Multi-agent research server that runs multiple LLM providers in parallel with w…
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| 27425 |
FastAPI-MCP
Claim
Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preservin…
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| 27426 |
Search Argentine Supreme Court sumarios: legal topics, case analysis, metadata
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| 27427 |
StockQuote
Claim
Real-time stock quotes, company info, historical prices, and market movers.
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| 27428 |
UptimeProbe
Claim
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
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| 27429 |
WeatherMCP
Claim
Weather forecasts, current conditions, and location search via Open-Meteo.
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| 27430 |
WhoisLookup
Claim
Domain WHOIS, DNS records, SSL certificates, and availability checks.
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| 27431 |
Anchor MCP
Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
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| 27432 |
Zen MCP Server
Claim
Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a…
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| 27433 |
my_test
Claim
Get current weather for any city and create images from your prompts. Streamlin…
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| 27434 |
A Model Context Protocol server that helps users migrate subscription businesse…
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| 27435 |
Searchable football data provider docs for AI coding agents.
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| 27436 |
Haldir
Claim
Guardian layer for AI agents: identity, secrets, audit via MCP.
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| 27437 |
An MCP server that generates comprehensive AI-powered investor pitch decks for …
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| 27438 |
CSE MCP Server
Claim
A Model Context Protocol server for the Colombo Stock Exchange that enables use…
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| 27439 |
usecortex-mcp
Claim
Persistent knowledge memory for AI agents. Two-way flow: read context into proj…
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| 27440 |
cbr-mcp
Claim
MCP server for Central Bank of Russia API — currency rates, key rate, precious …
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| 27441 |
Enables high-quality AI image generation with superior text rendering using the…
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| 27442 |
Simplicate MCP Server
Claim
Enables AI assistants to securely access and interact with Simplicate business …
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| 27443 |
calltouch-mcp
Claim
MCP server for Calltouch API — call tracking, call statistics. Token auth.
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| 27444 |
View ROS 2 nodes and topics, and call services and actions via MCP
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| 27445 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 27446 |
Grok AI MCP Server
Claim
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
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| 27447 |
CAN-TAP Verified
Claim
Free dofollow backlinks for Canadian businesses. Claim, verify, and track NFC t…
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| 27448 |
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
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| 27449 |
Flik
Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
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| 27450 |
helloworld
Claim
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