MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 7 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48301 |
pagelens
Claim
Enables AI coding agents to visually interact with frontend apps by taking scre…
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| 48302 |
Loyalteez MCP Server
Claim
Model Context Protocol (MCP) server for Loyalteez, enabling AI assistants to de…
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| 48303 |
wais-mcp
Claim
Universal MCP server for WAIS (Web Agent Interaction Standard) that provides 5 …
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| 48304 |
Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable w…
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| 48305 |
Gretl MCP
Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
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| 48306 |
Gmail MCP Server
Claim
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
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| 48307 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
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| 48308 |
EquipDash
Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
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| 48309 |
WordPress MCP Server
Claim
A local server that enables Claude or other MCP tools to manage WordPress posts…
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| 48310 |
Wraith MCP Server
Claim
Provides an MCP-native agent browser that enables autonomous agents to perceive…
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| 48311 |
Parallels MCP Server
Claim
An MCP server that enables managing Parallels Desktop virtual machines, includi…
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| 48312 |
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
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| 48313 |
Enables real-time currency exchange rate lookup, conversion, historical rates, …
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| 48314 |
scherlok
Claim
Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL…
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| 48315 |
k8s AIops
Claim
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audi…
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| 48316 |
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
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| 48317 |
Figma Edit MCP
Claim
Read, create, and modify Figma designs programmatically via MCP, empowering AI …
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| 48318 |
Cert Atlas
Claim
MCP server over the open index of 1,562 certification exam blueprints across 21…
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| 48319 |
MCP from Scratch Server
Claim
A fully working MCP server built from scratch in plain Node.js, implementing to…
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| 48320 |
Booqable MCP Server
Claim
This server allows AI assistants to interact directly with your Booqable rental…
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| 48321 |
Oolkin
Claim
AI colleagues that keep your standards, your project and their reasoning betwee…
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| 48322 |
Provides breaking changes analysis for libraries across multiple languages, ena…
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| 48323 |
qeaas-mcp
Claim
QRNG-seeded random bytes, seeds, and ML-KEM-768 keys with signed provenance rec…
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| 48324 |
WashedMCP
Claim
Token-optimized semantic code search with automatic context expansion for AI co…
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| 48325 |
gdep
Claim
🎮 gdep — Game Codebase Analysis Tool
Understand a Unity/UE5/Axmol project in 0.…
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| 48326 |
Is an Australian rent fair? ABS rents index check, plus sourced property and le…
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| 48327 |
market-data-mcp
Claim
Real-time financial market data MCP server. Stocks, crypto, technicals, sentime…
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| 48328 |
OctoTrip Flights
Claim
Free, no-login MCP server for searching and comparing flights with real-time pr…
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| 48329 |
Poland KSeF 2.0 national e-invoices for AI agents: issue FA(3) faktura, query b…
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| 48330 |
Wireshark MCP
Claim
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
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| 48331 |
Meals MCP Server
Claim
MCP server for discovering and retrieving meal recipes from TheMealDB API, enab…
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| 48332 |
kysigned-mcp
Claim
Enables management of e-signature envelopes — create, check status, list, send …
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| 48333 |
philosophy-mcp
Claim
Provides access to philosophy texts including scholarly papers from PhilPapers/…
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| 48334 |
chrome-local-mcp
Claim
Lightweight MCP server for controlling a Windows Chrome instance from WSL, desi…
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| 48335 |
ProAgentStore
Claim
MCP-first control plane for ProAgentStore agents and private instances.
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| 48336 |
secfinapi-mcp
Claim
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
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| 48337 |
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
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| 48338 |
mcp-server-sensory
Claim
Multi-sensory AI communication server for off-grid networks, enabling text to S…
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| 48339 |
mcp
Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
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| 48340 |
openeye
Claim
Procedure verification for AR/XR with memory, visual sessions, and DPO trajecto…
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| 48341 |
Google Flights MCP
Claim
A remote MCP server that searches Google Flights for flight information and air…
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| 48342 |
weather-mcp-server
Claim
Access real-time weather data for any location using the WeatherAPI.com API, pr…
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| 48343 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
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| 48344 |
Dataassist-IO
Claim
Query your org's data in natural language — read-only MCP access to SQL, NoSQL,…
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| 48345 |
Mica Crypto MCP
Claim
EU MiCA compliance MCP for crypto-asset issuers, exchanges, and CASPs.
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| 48346 |
Provides AI-ready documentation for the PayHere payment gateway, enabling acces…
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| 48347 |
mem0_mcp_server
Claim
An MCP server that provides memory management tools for AI agents, enabling add…
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| 48348 |
JobNimbus MCP Server
Claim
Connects Claude to your JobNimbus account via API, enabling management of conta…
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| 48349 |
locus-mcp
Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
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| 48350 |
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
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