MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34001 |
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, …
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| 34002 |
Jira MCP Server
Claim
A Model Context Protocol server that enables AI applications to interact with J…
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| 34003 |
taiga-mcp
Claim
MCP server for the Taiga project management API. Enables AI assistants to manag…
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| 34004 |
accountinghouse-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 34005 |
verity
Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
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| 34006 |
WP Audit MCP Server
Claim
MCP server for comprehensive WordPress site audits on WP Engine, providing tool…
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| 34007 |
Document Tools
Claim
Enables document conversion and processing through an MCP server interface for …
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| 34008 |
clickhouse-mcp
Claim
Enables SQL query execution on ClickHouse databases with per-request connection…
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| 34009 |
polskidegen-hl-tracker
Claim
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
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| 34010 |
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
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| 34011 |
SkillSearch
Claim
Indexes every skill across all installed plugins and enables the agent to find …
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| 34012 |
Enables querying British cybersecurity data, including regulations, decisions, …
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| 34013 |
PolyDesk
Claim
Enables automated research and trading on Polymarket prediction markets through…
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| 34014 |
MCP-Claude
Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
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| 34015 |
mcp-brain
Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
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| 34016 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 34017 |
uniple-x402-purchase
Claim
Enables AI agents to browse, quote, and purchase products from Uniple's x402 ca…
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| 34018 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 34019 |
ai-discuss
Claim
Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
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| 34020 |
@yawlabs/aws-mcp
Claim
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 34021 |
reframed-mcp
Claim
Tailors a resume to a job description by providing two voice-preserving version…
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| 34022 |
SK Wwise MCP
Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
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| 34023 |
@suiware/mcp
Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
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| 34024 |
MCP Utility Server
Claim
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
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| 34025 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 34026 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 34027 |
Bookeo MCP Server
Claim
Enables searching and retrieving customer bookings and payment details from Boo…
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| 34028 |
EKS Metrics MCP Server
Claim
Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
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| 34029 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 34030 |
abap-mcp
Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
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| 34031 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
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| 34032 |
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
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| 34033 |
Scribefy
Claim
Search YouTube, get video metadata, and extract timestamped transcripts for AI …
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| 34034 |
burp-mcp-plus
Claim
Enables structured HTTP request creation and local file ingestion for LLM integ…
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| 34035 |
OpenData MCP
Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
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| 34036 |
Enables finding Japanese e-Gov law revisions and diffing law text by law histor…
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| 34037 |
MEFS MCP Server
Claim
Provides decentralized storage for AI agents, enabling them to save generated c…
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| 34038 |
Jina MCP Server
Claim
Provides web content extraction, search, embedding, and reranking tools via Jin…
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| 34039 |
MCP Auth Example
Claim
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
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| 34040 |
Mimir
Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
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| 34041 |
Cortex
Claim
Analyzes a repository's history to generate structured .claude/docs/ context fi…
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| 34042 |
Provides comprehensive baseball analytics through 32 tools covering pitching, b…
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| 34043 |
virustotal-mcp-server
Claim
MCP server for security analysis using VirusTotal API, enabling AI assistants t…
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| 34044 |
mcp-zephyr-scale
Claim
MCP server for Zephyr Scale test management tool, enabling test case, test plan…
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| 34045 |
hcloud-mcp-server
Claim
An MCP server that exposes the Huawei Cloud CLI as a single tool for AI assista…
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| 34046 |
concord-mcp
Claim
Enables MCP clients to look up Bible verses, perform semantic search, and acces…
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| 34047 |
graphics-mcp
Claim
Unified MCP server for graphics manipulation with multiple backends.
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| 34048 |
Travel Assistant MCP
Claim
AI-native travel search MCP with affiliate booking links and optional x402 prem…
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| 34049 |
tessera
Claim
Provides persistent codebase memory for Claude Code, enabling semantic understa…
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| 34050 |
A comprehensive MCP server for Power BI DAX query execution, validation, optimi…
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