MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33351 |
알림장 비서
Claim
Helps school, academy, kindergarten, and club operators quickly generate notice…
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| 33352 |
Let your AI agent hire a human for tasks it can't do — first post free.
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| 33353 |
mcp-gtin
Claim
Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A,…
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| 33354 |
rizomuv-mcp
Claim
Enables natural language control of RizomUV for UV unwrapping tasks, including …
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| 33355 |
PterodactylMCP
Claim
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
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| 33356 |
WFGY MCP Server
Claim
Enables real $1M-level reasoning through MCP protocol integration with Augment,…
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| 33357 |
peek
Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
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| 33358 |
Kilkaya MCP Server
Claim
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
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| 33359 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 33360 |
CData Arc MCP Server
Claim
Enables AI assistants to manage CData Arc connectors, files, transactions, work…
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| 33361 |
Google Drive MCP Server
Claim
MCP server for interacting with Google Drive using a service account, restricte…
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| 33362 |
valyu-mcp
Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
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| 33363 |
Fast News MCP
Claim
Search, trending, topics, and local news all in one MCP server. Article preview…
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| 33364 |
Enables AI agents to control Windows GUI applications like a human using screen…
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| 33365 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 33366 |
laravel-tasks
Claim
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
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| 33367 |
usaspending-mcp-server
Claim
Access US federal award, recipient, agency, and spending analytics data from US…
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| 33368 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 33369 |
AI Project OS MCP
Claim
Enforces engineering governance for AI-driven software projects, ensuring state…
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| 33370 |
Open Mind
Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
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| 33371 |
Win:Computer Use
Claim
MCP server that gives Claude human-like control of a Windows PC with its own vi…
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| 33372 |
fallinsurancepaper-mcp
Claim
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 33373 |
slite-mcp
Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
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| 33374 |
note-taking-ai-mcp
Claim
note-taking-ai-mcp MCP server by MEOK AI Labs
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| 33375 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 33376 |
An MCP server for automating SAP BTP Cloud Foundry operations, providing tools …
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| 33377 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 33378 |
GRESB MCP Server
Claim
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
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| 33379 |
MCP Analytics
Claim
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
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| 33380 |
mindmapio-mcp
Claim
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
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| 33381 |
Wiro MCP Server
Claim
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
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| 33382 |
yksanjo/gmem
Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
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| 33383 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 33384 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
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| 33385 |
llmwiki-serve
Claim
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
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| 33386 |
MCP Café
Claim
Simulates technical discussions with various agent profiles to help solve engin…
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| 33387 |
FantasyPros API Server
Claim
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
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| 33388 |
algoglide
Claim
MCP server for AI coding editors — deploy and manage prediction-market trading …
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| 33389 |
Stock Market MCP Server
Claim
Provides stock market data and analysis tools using the Finnhub API, including …
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| 33390 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 33391 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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| 33392 |
Coolify AnythingLLM MCP
Claim
Connects AnythingLLM to Coolify for natural language management of self-hosted …
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| 33393 |
neobrutalism-mcp-server
Claim
Provides AI assistants with access to neobrutalism-styled React components, ena…
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| 33394 |
An MCP server for web content extraction that converts HTML pages into clean, L…
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| 33395 |
Smithery Scaffold
Claim
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
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| 33396 |
BigBrain MCP Server
Claim
Enables AI agents to overcome context loops by extracting and packaging code fo…
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| 33397 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 33398 |
MongoDB MCP Server
Claim
A read-only MCP server for querying MongoDB databases, enabling listing databas…
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| 33399 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 33400 |
mcp-anvil-lite
Claim
A minimal starting point for a Model Context Protocol server with stdio transpo…
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