MCP Server Quality Scores
Independent quality analysis of 62662 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33951 |
MCP server to search and retrieve regulations from 14 Korean universities' regu…
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| 33952 |
navi-x402-mcp
Claim
Enables AI agents to access paid tools like crypto prices, weather, translation…
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| 33953 |
MCP Log Collector
Claim
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
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| 33954 |
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
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| 33955 |
lewm-mcp
Claim
Enables visual anomaly detection for Claude Code agents by computing surprise s…
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| 33956 |
Pexels MCP Server
Claim
Enables searching and displaying high-quality, royalty-free photos from Pexels …
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| 33957 |
csv-explorer-mcp
Claim
A Model Context Protocol server for exploring and analyzing CSV files, providin…
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| 33958 |
Agent Skills API
Claim
A multi-agent system for code rules management using MCP, supporting search, ge…
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| 33959 |
appmetrica-mcp
Claim
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
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| 33960 |
Exasol MCP Server
Claim
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
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| 33961 |
Google Maps MCP Server
Claim
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
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| 33962 |
Article-published
Claim
MCP server that connects AI clients to a browser extension for extracting artic…
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| 33963 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 33964 |
ASSETMCP
Claim
A Python MCP server for searching, downloading, extracting, inspecting, and pre…
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| 33965 |
ActTrace
Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
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| 33966 |
Darak MCP Server
Claim
Remote MCP server for Saudi real estate data, giving AI assistants access to 65…
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| 33967 |
session-recall
Claim
Provides local, agentic semantic recall over Claude Code session history, enabl…
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| 33968 |
xugu-mcp
Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
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| 33969 |
whoop-mcp-server
Claim
MCP server that enables AI assistants to access Whoop health data including rec…
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| 33970 |
MLX MCP Server
Claim
Enables AI assistants like Claude to manage LLM inference by controlling model …
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| 33971 |
ltspice-mcp
Claim
An MCP server that connects LLM assistants to real circuit simulation: LTspice …
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| 33972 |
xraylarch-mcp
Claim
MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…
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| 33973 |
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
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| 33974 |
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
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| 33975 |
GoldenMCP
Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
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| 33976 |
engram
Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
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| 33977 |
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
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| 33978 |
Local Figma MCP Server
Claim
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
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| 33979 |
StackOverflow MCP Server
Claim
Provides seamless access to StackOverflow's Q\&A database through MCP, enabling…
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| 33980 |
swarm-mcp
Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
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| 33981 |
microsoft-office-mcp
Claim
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
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| 33982 |
jira-context-mcp
Claim
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
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| 33983 |
github-mcp
Claim
A production-ready MCP server providing all 26 official GitHub tools, deployed …
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| 33984 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
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| 33985 |
navmcp
Claim
A browser automation MCP server that enables web page interaction, content extr…
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| 33986 |
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
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| 33987 |
mautic-mcp
Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
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| 33988 |
ProTools MCP Server
Claim
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
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| 33989 |
Testing Farm MCP Server
Claim
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
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| 33990 |
mcp-esieabot
Claim
Enables natural language control of an esieabot robot (motors, servo, camera) t…
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| 33991 |
anthropic-mcp
Claim
Provides access to Claude models, message creation, token counting, and batch p…
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| 33992 |
Warpcast MCP Server
Claim
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
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| 33993 |
JACTUS MCP Server
Claim
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
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| 33994 |
@d-zero/mcp-server
Claim
Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding …
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| 33995 |
flowindex
Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
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| 33996 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 33997 |
comfyui-mcp-server-node
Claim
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
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| 33998 |
MCP server for AI agent transaction insurance and escrow — protect agent-to-age…
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| 33999 |
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
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| 34000 |
strava-mcp
Claim
Enables full integration with Strava API v3 for managing activities, athletes, …
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