MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36651 |
Godot MCP
Claim
Model Context Protocol server for Godot Engine providing 279 tools across 26 ca…
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| 36652 |
Solana token risk verdicts, rug checks & outcome labels for AI agents. Pay-per-…
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| 36653 |
Centrex MCP Server
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Enables Claude to interact with the Centrex CRM & LOS API, providing direct acc…
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| 36654 |
Claude Chat MCP
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Connects Claude Desktop to self-hosted enterprise tools such as Confluence, Jir…
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| 36655 |
noctua
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| 36656 |
@remember-md/mcp
Claim
Enables semantic search and retrieval from your local markdown brain (Remember.…
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| 36657 |
mcp-gdrive
Claim
Enables listing, searching, reading, writing, creating, and uploading files on …
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| 36658 |
RuleGraph
Claim
Rule-based arbitration for conflicting AI tool suggestions — resolves disagreem…
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| 36659 |
Reka Vision MCP Server
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Enables AI agents to upload, index, search, and analyze videos through the Reka…
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| 36660 |
Enables interaction with Microsoft Outlook through a unified API, supporting to…
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| 36661 |
@prompthub/mcp
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MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
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| 36662 |
@parserelay/mcp
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Enables document parsing into structured, confidence-scored fields via the scan…
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| 36663 |
ultrahuman
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Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
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| 36664 |
gRPC Invoke MCP
Claim
An MCP server for calling gRPC methods from AI agents, enabling them to inspect…
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| 36665 |
fe
Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
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| 36666 |
mcp-reddit-publisher
Claim
MCP server to publish on Reddit safely, with automated rule checking, dry-run m…
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| 36667 |
LabelBridge MCP
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This MCP server enables human-in-the-loop semantic labeling by creating self-co…
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| 36668 |
antibrowser-mcp
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Enables LLM agents to browse and interact with web pages using a stealth Chromi…
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| 36669 |
Priva-MCP
Claim
A man-in-the-middle MCP proxy that sits between Claude and an internal API, aut…
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| 36670 |
mcp-wordpress
Claim
A Model Context Protocol server that gives Claude (or any MCP-compatible LLM) d…
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| 36671 |
brave-devtools
Claim
MCP server that lets AI coding assistants control and inspect a live Brave brow…
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| 36672 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
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| 36673 |
odh-mcp-server
Claim
A FastMCP server that exposes hospitality data — accommodations, events, and ga…
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| 36674 |
MCP ArcGIS Chapel Hill
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Enables querying and searching open geospatial datasets from the Town of Chapel…
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| 36675 |
mcp-server-mcpindex
Claim
Enables agents to discover, compare, and install other MCP servers using natura…
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| 36676 |
SupaUI MCP
Claim
Automatically generate a variety of UI components to improve development effici…
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| 36677 |
MCP Google Ads
Claim
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad perform…
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| 36678 |
yandex-metrica-mcp
Claim
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …
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| 36679 |
Habitify MCP Server
Claim
Enables AI assistants to integrate with the Habitify API for tracking habits, m…
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| 36680 |
db-mcp
Claim
Enables LLM agents to query databases with read-only access, while requiring hu…
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| 36681 |
Hopsworks MCP Server
Claim
Enables LLMs to interact with Hopsworks for platform management, feature store …
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| 36682 |
grok-mcp-server
Claim
Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
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| 36683 |
HRD-PIS MCP Server
Claim
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
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| 36684 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 36685 |
TickTick MCP
Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
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| 36686 |
ChatGPT2LocalBridge
Claim
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
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| 36687 |
randomaistuff
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| 36688 |
radio-browser-mcp
Claim
MCP server that enables natural language control of internet radio from Claude …
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| 36689 |
mcp-openstates
Claim
Access U.S. state legislative data including bills, legislators, and votes acro…
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| 36690 |
VyOS MCP Server
Claim
A Model Context Provider server offering comprehensive access to VyOS network o…
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| 36691 |
frameshot
Claim
Enables AI agents to render and screenshot isolated UI components instantly acr…
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| 36692 |
Custom Fetch MCP
Claim
Enables Claude Code users with third-party APIs to fetch web pages locally, ext…
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| 36693 |
bwiki-mcp
Claim
专为BWIKI编辑优化的MCP服务器,提供语义化工具用于页面编辑、分类管理、内容获取等操作。
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| 36694 |
@mhdd_24/linkedin-mcp
Claim
MCP server that posts to LinkedIn through the LinkedIn API. Enables creating te…
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| 36695 |
mcp-server-rust
Claim
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
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| 36696 |
Workday MCP Server
Claim
Enable seamless integration of Workday data and services with language models t…
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| 36697 |
VibeGit MCP Server
Claim
Logs and analyzes AI assistant conversations, including file operations and too…
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| 36698 |
PBPK MCP Server
Claim
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
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| 36699 |
My MCP Server
Claim
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
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| 36700 |
Archy
Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
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