MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60901 |
YouTube Data MCP Server
Claim
Enables extracting YouTube video transcripts, comments, and search results via …
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| 60902 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 60903 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 60904 |
olx-pik-toolkit
Claim
MCP server for managing OLX.ba / PIK.ba shops, enabling listing management, cat…
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| 60905 |
appmetrica-mcp
Claim
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
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| 60906 |
WhatsApp Web MCP
Claim
Local MCP server for agents to search, structure, and export authorized WhatsAp…
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| 60907 |
Pexels MCP Server
Claim
Enables searching and displaying high-quality, royalty-free photos from Pexels …
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| 60908 |
csv-explorer-mcp
Claim
A Model Context Protocol server for exploring and analyzing CSV files, providin…
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| 60909 |
navi-x402-mcp
Claim
Enables AI agents to access paid tools like crypto prices, weather, translation…
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| 60910 |
Exasol MCP Server
Claim
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
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| 60911 |
Google Maps MCP Server
Claim
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
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| 60912 |
Agent Skills API
Claim
A multi-agent system for code rules management using MCP, supporting search, ge…
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| 60913 |
MCP Log Collector
Claim
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
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| 60914 |
cli-use
Claim
Turn any MCP server into a CLI in one command.
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| 60915 |
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
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| 60916 |
ltspice-mcp
Claim
An MCP server that connects LLM assistants to real circuit simulation: LTspice …
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| 60917 |
xugu-mcp
Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
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| 60918 |
xraylarch-mcp
Claim
MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…
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| 60919 |
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
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| 60920 |
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
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| 60921 |
GoldenMCP
Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
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| 60922 |
whoop-mcp-server
Claim
MCP server that enables AI assistants to access Whoop health data including rec…
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| 60923 |
WorldFirst MCP Server
Claim
MCP server that gives AI agents access to WorldFirst cross-border payment APIs,…
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| 60924 |
ActTrace
Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
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| 60925 |
Article-published
Claim
MCP server that connects AI clients to a browser extension for extracting artic…
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| 60926 |
Darak MCP Server
Claim
Remote MCP server for Saudi real estate data, giving AI assistants access to 65…
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| 60927 |
session-recall
Claim
Provides local, agentic semantic recall over Claude Code session history, enabl…
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| 60928 |
MLX MCP Server
Claim
Enables AI assistants like Claude to manage LLM inference by controlling model …
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| 60929 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 60930 |
Keboola MCP Server
Claim
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
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| 60931 |
data-process-mcp
Claim
An MCP server that exposes an OpenAPI interface matching tool via Streamable HT…
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| 60932 |
M365 Calendar MCP Server
Claim
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
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| 60933 |
Zendesk Live MCP
Claim
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
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| 60934 |
Oura Ring MCP Server
Claim
Enables AI assistants to access and analyze Oura Ring health data including sle…
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| 60935 |
forex-predict-mcp
Claim
Provides XGBoost-based directional predictions (UP/DOWN) for EURUSD and GBPUSD …
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| 60936 |
Polarion MCP Server
Claim
Enables interaction with Siemens Polarion requirements management system throug…
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| 60937 |
team-memory-mcp
Claim
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
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| 60938 |
zabbix-mcp
Claim
Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-…
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| 60939 |
Auto Stitch MCP
Claim
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
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| 60940 |
VkusVill MCP Server
Claim
MCP server for VkusVill grocery store, enabling product search, details retriev…
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| 60941 |
ResourceSpace MCP Server
Claim
Provides comprehensive access to the ResourceSpace Digital Asset Management API…
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| 60942 |
Search a directory of SOC 2 audit and compliance firms; read GRC migration guid…
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| 60943 |
endpoint-diligence
Claim
Live x402 endpoint trust/diligence check before you pay it. $0.02/call via x402.
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| 60944 |
base-escrow-mcp
Claim
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
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| 60945 |
rednote-crawler
Claim
Enables AI assistants to search and collect data from Xiaohongshu/REDnote, incl…
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| 60946 |
Cybersecurity-MCP-Server
Claim
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
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| 60947 |
Flight Search MCP Server
Claim
Enables flight search and date parsing using Amadeus API and Google Gemini, wit…
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| 60948 |
entity-resolve
Claim
Fuzzy entity resolution and dedupe for names, addresses, and company records. $…
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| 60949 |
openscad-mcp
Claim
Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
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| 60950 |
hts-classify
Claim
Classifies products into HS/HTS customs codes for import/export workflows. $0.0…
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