MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47751 |
mcp-supertours
Claim
Tour and excursion search on supertours.ru — destinations across Russia and abr…
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| 47752 |
korg-recall-mcp
Claim
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
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| 47753 |
or-info
Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
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| 47754 |
lims
Claim
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| 47755 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 47756 |
llmprobe
Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
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| 47757 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 47758 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
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| 47759 |
xiaohongshu-mcp-py
Claim
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
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| 47760 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
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| 47761 |
Provides AI assistants with access to WordPress Design System component informa…
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| 47762 |
AdKit MCP Server
Claim
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
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| 47763 |
GitHub Stars MCP Server
Claim
Enables natural language search and querying of your GitHub starred repositorie…
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| 47764 |
overleaf-mcp
Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
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| 47765 |
Reference Servers
Claim
Explore a variety of implementations that enhance Large Language Models with se…
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| 47766 |
archy
Claim
Architectural sensor for Python codebases.
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| 47767 |
nougat-mcp
Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
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| 47768 |
inventree-mcp-plugin
Claim
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
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| 47769 |
Fiji MCP Server
Claim
Enables AI agents to control Fiji/ImageJ for microscopy image analysis through …
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| 47770 |
An MCP server for weather information.
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| 47771 |
osc-bridge
Claim
OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP.
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| 47772 |
overseerr-mcp-server
Claim
FastMCP server to interact with the Overseerr API for movie and TV show request…
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| 47773 |
A Model Context Protocol server that enables AI agents to interact with Backlog…
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| 47774 |
An MCP server for browser automation using Playwright
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| 47775 |
mcp-everything-search
Claim
Integrates Everything file search with Claude Desktop, enabling instant Windows…
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| 47776 |
filevine-mcp
Claim
MCP server for Filevine that enables natural language interaction with legal ca…
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| 47777 |
nist-nvd-mcp-server
Claim
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
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| 47778 |
web-gui-mcp
Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
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| 47779 |
wellness-cgm-mcp
Claim
Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via L…
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| 47780 |
XcodeBazelMCP
Claim
A comprehensive MCP server and CLI for Bazel-based Apple platform development, …
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| 47781 |
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
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| 47782 |
TrainingPeaks MCP Server
Claim
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
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| 47783 |
FastMCP Server
Claim
A feature-rich Model Context Protocol server built with FastMCP that provides v…
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| 47784 |
mcp-gateway
Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
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| 47785 |
fast-bitrix24-mcp
Claim
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
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| 47786 |
A Model Context Protocol server that enables natural language querying of Kasey…
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| 47787 |
mcp-log-analyzer
Claim
Analyzes log files locally using Ollama and files structured GitHub Issues auto…
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| 47788 |
Chronos MCP
Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
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| 47789 |
Feishu MCP Server
Claim
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
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| 47790 |
SharePoint MCP Server
Claim
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
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| 47791 |
fdd
Claim
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| 47792 |
MCP Text Editor Server
Claim
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
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| 47793 |
mcpv3e
Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
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| 47794 |
kothar
Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
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| 47795 |
waldium
Claim
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| 47796 |
contract-automation
Claim
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
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| 47797 |
Scry
Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
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| 47798 |
Enables searching and retrieving Korean legal information including laws, court…
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| 47799 |
Sahibinden Emlak MCP
Claim
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
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| 47800 |
LondonIQ MCP Server
Claim
Provides real-time London area intelligence including postcode data, crime, sch…
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