MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40301 |
ChainWeaver
Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
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| 40302 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 40303 |
minizinc-mcp
Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
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| 40304 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 40305 |
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
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| 40306 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 40307 |
買屋快搜
Claim
MCP server for searching and querying detailed housing listings in Taiwan, enab…
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| 40308 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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| 40309 |
wrg-sigma-rules
Claim
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
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| 40310 |
mcp-garmin
Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
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| 40311 |
Enables running multiple isolated browser sessions simultaneously and importing…
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| 40312 |
Serena MCP Server
Claim
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 40313 |
Provides structured competitive intelligence profiles and listing capabilities …
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| 40314 |
lead-agent-mcp
Claim
A lightweight MCP server that lets distributed AI agent teams query a designate…
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| 40315 |
Win:Computer Use
Claim
MCP server that gives Claude human-like control of a Windows PC with its own vi…
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| 40316 |
MCP Server ZapSign
Claim
Enables integration with the ZapSign API for electronic document signing and ma…
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| 40317 |
thudong-mcp-claude
Claim
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
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| 40318 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 40319 |
@testneo/mcp-server
Claim
MCP server for TestNeo quality workflows, enabling test generation, execution, …
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| 40320 |
mcp-gsuite
Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
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| 40321 |
PrePilot MCP Server
Claim
Enables AI clients to compose and execute marketing campaigns by mapping free-f…
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| 40322 |
Ayuda Venezuela MCP
Claim
Bot to amplify crisis information in Venezuela by tweeting predefined templates…
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| 40323 |
hh-ru MCP server
Claim
Enables searching for jobs in Russia and remote positions from AI assistants us…
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| 40324 |
knowledge-mcp
Claim
Serves markdown knowledge from a git repository over MCP, providing tools to li…
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| 40325 |
evolution-mcp
Claim
MCP server for GNOME Evolution that enables calendar and email operations such …
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| 40326 |
fetch
Claim
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| 40327 |
artemis-mcp-server
Claim
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
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| 40328 |
GetFacade
Claim
Designs a real house exterior on its own photo, prices it line by line and docu…
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| 40329 |
Checks domain name availability using the WhoisJSON API, returning registration…
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| 40330 |
mcp-run-isolated-python
Claim
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
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| 40331 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 40332 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
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| 40333 |
mcp-weatherapi
Claim
Provides weather data tools using the WeatherAPI.com service, including current…
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| 40334 |
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
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| 40335 |
nextjsui9
Claim
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| 40336 |
vCenter MCP Server
Claim
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
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| 40337 |
ShippingRates MCP
Claim
Ocean container shipping intelligence for AI agents. 24 MCP tools covering:
- …
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| 40338 |
lnkify
Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
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| 40339 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 40340 |
A unified MCP server that integrates Zoho CRM and Zoho Books, enabling AI assis…
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| 40341 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 40342 |
Enables creating and managing automated workflows with triggers, actions, webho…
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| 40343 |
Ponderers MCP Server
Claim
A Model Context Protocol (MCP) server implemented in Rust, providing utility to…
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| 40344 |
mcp-server-duckdb
Claim
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
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| 40345 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 40346 |
neshan-maps-mcp
Claim
Provides access to Neshan Maps API (Iran) for geocoding, directions, and place …
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| 40347 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
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| 40348 |
vault-recommender
Claim
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
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| 40349 |
Smartsheet MCP Server
Claim
Connects to your Smartsheet account, enabling Claude Code to browse workspaces,…
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| 40350 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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