MCP Server Quality Scores
Independent quality analysis of 61551 public MCP servers
Last updated 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31351 |
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
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| 31352 |
FCoP
Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
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| 31353 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 31354 |
Domain Checker
Claim
Enables checking domain availability using WHOIS and DNS resolution, with suppo…
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| 31355 |
smithly-aixsignal
Claim
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| 31356 |
Gamma MCP Server
Claim
Enables generating presentations, creating from templates, and managing Gamma r…
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| 31357 |
wiki-mcp
Claim
MCP server for managing a personal markdown wiki. Provides search, navigation, …
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| 31358 |
coverage
Claim
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| 31359 |
compliance
Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
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| 31360 |
ArvanCloud MCP Server
Claim
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
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| 31361 |
proxmox-mcp
Claim
MCP server for full Proxmox VE management - VMs, containers, storage, backups, …
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| 31362 |
healthcare-mcp-public
Claim
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| 31363 |
weather-mcp-server
Claim
Enables Claude Desktop to query real-time weather information, forecasts, and h…
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| 31364 |
UniArticles MCP Server
Claim
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
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| 31365 |
revit-mcp
Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
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| 31366 |
mcp-query
Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
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| 31367 |
Context Bunker MCP
Claim
An MCP server that indexes your codebase using tree-sitter AST parsing and give…
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| 31368 |
Complete Obsidian vault MCP server. 35 tools: notes, search, graph, tags, canva…
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| 31369 |
MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…
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| 31370 |
acli-helper
Claim
A multi-agent MCP server that enables AI coding agents (Claude Code, Codex CLI,…
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| 31371 |
Labguru MCP Server
Claim
Enables natural language interaction with the Labguru laboratory management sys…
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| 31372 |
connectwise-mcp-server
Claim
Integrates with ConnectWise Manage API to enable ticket, company, and contact m…
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| 31373 |
mcp-bonusly
Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
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| 31374 |
cypress-mcp
Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
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| 31375 |
mt4ctl
Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
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| 31376 |
Figma MCP Server
Claim
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
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| 31377 |
Fursat
Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
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| 31378 |
Plane MCP
Claim
Connect Claude to your Plane workspace to manage projects, work items, cycles, …
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| 31379 |
Gmail MCP Pro
Claim
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
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| 31380 |
mysql-mcp
Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
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| 31381 |
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
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| 31382 |
jazzcash-mcp
Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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| 31383 |
proton-mail-mcp
Claim
Unofficial Proton Mail MCP server — send, read, search, and organize email over…
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| 31384 |
agent-nexus
Claim
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| 31385 |
computer-use-linux
Claim
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
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| 31386 |
Manages LinkedIn prospecting CSV files with deduplication and search, reducing …
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| 31387 |
JSON validation API for AI agents. Validate JSON syntax, check against JSON Sch…
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| 31388 |
An MCP server that wraps the ThreeHats Foundry VTT REST API relay so an LLM age…
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| 31389 |
Knowi-mcp
Claim
Knowi’s MCP server gives AI tools full access to the entire analytics workflow.…
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| 31390 |
mysql-mcp-server
Claim
Enables MySQL database operations through MCP, including executing SQL queries,…
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| 31391 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
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| 31392 |
Ariadne
Claim
Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
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| 31393 |
faucet-mcp
Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
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| 31394 |
DharitrI MCP Server
Claim
Enables interaction with the DharitrI blockchain including wallet creation, add…
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| 31395 |
mac-pilot-mcp
Claim
Self-learning macOS automation MCP server that remembers successful patterns an…
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| 31396 |
aurekai-mcp
Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
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| 31397 |
A Model Context Protocol server for Dify that provides culture-related services…
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| 31398 |
Topcoder MCP Server
Claim
Enables interaction with Topcoder challenges through tools that support authent…
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| 31399 |
appstore-mcp
Claim
Enables searching the App Store, retrieving app details, discovering trending a…
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| 31400 |
Excel MCP Server
Claim
Enables reading and writing MS Excel data, including values, formulas, sheets, …
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