MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36601 |
bamboohr-mcp
Claim
A read-only MCP server for BambooHR that enables safe AI assistant access to em…
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| 36602 |
asdasdasdasdasdds
Claim
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| 36603 |
MCP server for playing a submarine (Battleship-style) game against an AI, with …
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| 36604 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
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| 36605 |
mcp-telegram
Claim
A Telegram MCP server that connects agents to a real Telegram user account via …
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| 36606 |
Provides breaking changes analysis for libraries across multiple languages, ena…
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| 36607 |
arc-lite-mcp
Claim
A lightweight MCP server to control Arc Browser on macOS, optimized for fronten…
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| 36608 |
Provides deterministic conversion between YAML and JSON formats, enabling auton…
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| 36609 |
ie-mcp
Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
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| 36610 |
mnemonic
Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
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| 36611 |
AiderMCP
Claim
Enables AI-powered code editing and development tasks through natural language …
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| 36612 |
WHOOP MCP Server
Claim
Exposes WHOOP recovery, sleep, strain, and workout metrics to MCP-compatible AI…
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| 36613 |
Hammer MCP
Claim
Enables generating CAD files through DXF drafting and OpenSCAD operations, with…
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| 36614 |
DongneSOS MCP
Claim
Helps users prepare Korean neighborhood inconvenience reports by classifying is…
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| 36615 |
Validates JSON payloads against JSON Schema deterministically, providing precis…
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| 36616 |
Caduceus Memory MCP
Claim
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
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| 36617 |
retail-price-tracker-mcp
Claim
Enables tracking retail product prices, checking price history, and managing tr…
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| 36618 |
Guardia MCP Server
Claim
A production Model Context Protocol (MCP) server with 70+ tools, OAuth 2.1 auth…
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| 36619 |
MCP OmniFocus
Claim
Enables task management in OmniFocus, including reading, creating, updating, an…
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| 36620 |
Skillselion MCP server
Claim
Enables AI agents to search a curated directory of Claude Code agent skills, MC…
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| 36621 |
todo-list-mcp
Claim
Manages a persistent todo list with SQLite storage, reminder notifications, and…
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| 36622 |
Code Scalpel
Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
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| 36623 |
Resume Assistant MCP
Claim
An intelligent, zero-cost MCP server that securely parses local resumes and com…
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| 36624 |
Saga
Claim
A local-first MCP server for document ingestion and semantic search, providing …
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| 36625 |
Korea Real Estate MCP
Claim
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
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| 36626 |
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
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| 36627 |
cheapflights-mcp
Claim
An MCP server that finds cheap flights with flexible dates and smart suggestion…
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| 36628 |
encoder-ai-mcp
Claim
encoder-ai-mcp MCP server by MEOK AI Labs
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| 36629 |
MarketMind MCP
Claim
Enables financial research by providing stock quotes, historical prices, RSI in…
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| 36630 |
MADRIX MCP
Claim
Enables AI-driven control of MADRIX LED lighting software, providing over 100 t…
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| 36631 |
kl-sharepoint-mcp
Claim
Enables interaction with SharePoint Online and OneDrive content via Microsoft G…
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| 36632 |
cockroachdb-mcp-server
Claim
A Model Context Protocol server that uses CockroachDB to store and manage model…
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| 36633 |
@integradte/mcp
Claim
MCP server for querying Chilean electronic invoicing data via the IntegraDTE AP…
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| 36634 |
gst-validator-mcp
Claim
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
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| 36635 |
TradingView MCP Bridge
Claim
Connects AI assistants to locally running TradingView Desktop via Chrome DevToo…
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| 36636 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 36637 |
Canon MCP
Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
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| 36638 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 36639 |
nexus-legal
Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
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| 36640 |
fillin
Claim
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| 36641 |
mcp-codemap
Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
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| 36642 |
fallhrpaper-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 36643 |
RStudio MCP Server
Claim
Enables AI assistants to deeply integrate with RStudio for environment manageme…
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| 36644 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 36645 |
hostman-mcp-server
Claim
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
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| 36646 |
apiverket-mcp
Claim
Query Swedish public data through Apiverket, including company data, SCB statis…
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| 36647 |
excel-mcp-server
Claim
Enables adding, editing, and running VBA modules on running Excel instances in …
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| 36648 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
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| 36649 |
IRCAM Amplify MCP Server
Claim
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
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| 36650 |
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
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