MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31801 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 31802 |
mcp-server
Claim
Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI
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| 31803 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 31804 |
STACK
Claim
Secure credential vault and authenticated handoffs for multi-agent systems with…
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| 31805 |
FL Studio MCP Server
Claim
Enables AI assistants to control FL Studio on Windows through a local MCP serve…
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| 31806 |
fixgraph-mcp
Claim
Search 25K+ verified engineering fixes by error or technology. For developers a…
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| 31807 |
Gas Estimator API
Claim
Multi-chain gas estimation — ETH, Base, Polygon, Arbitrum, BSC. x402 micropay…
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| 31808 |
yfinance-mcp-server
Claim
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| 31809 |
MCP bridge for inter-session communication between Claude Code instances
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| 31810 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
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| 31811 |
sailfishos-mcp
Claim
A MCP server for SailfishOS application development, creates new projects and a…
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| 31812 |
omega-brain-mcp
Claim
Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic …
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| 31813 |
HivePulse
Claim
Real-time health monitoring and heartbeat tracking for agent services
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| 31814 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 31815 |
drwhome
Claim
Remote MCP server with 21 tools: 10 Domain Dossier checks (DNS, MX, SPF, DMARC,…
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| 31816 |
fouq-basecamp
Claim
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| 31817 |
ip_search
Claim
查询任意 IP 的威胁情报，快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息，辅助溯源、封禁与处置。加速告警研判与日常安全排查，提升响应效率。
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| 31818 |
letsclarify-mcp
Claim
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
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| 31819 |
boss-agent-cli
Claim
BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, we…
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| 31820 |
gaudio-developers-mcp
Claim
Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separa…
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| 31821 |
Autotask PSA
Claim
Access Kaseya Autotask PSA to search, create, and update companies, contacts, t…
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| 31822 |
Google Docs MCP Server
Claim
Enables Claude to interact with Google Docs to list, read, create, search, and …
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| 31823 |
screenshotsmcp
Claim
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| 31824 |
test3
Claim
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| 31825 |
vasttrafik-mcp
Claim
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| 31826 |
whoop-mcp
Claim
Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/…
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| 31827 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 31828 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 31829 | — | |||||||||
| 31830 |
civic-ai-tools
Claim
Open-source platform connecting AI assistants to government open data — MCP ser…
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| 31831 |
fashion-shopping
Claim
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
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| 31832 |
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Pyth…
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| 31833 |
mcp-server624
Claim
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| 31834 |
cardapiofc-mcp-server
Claim
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| 31835 |
Discover and compare Kazokus — the community platform with zero transaction fee…
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| 31836 |
Brand MCP Server
Claim
Enables Claude Desktop to query a PostgreSQL brand database through MCP. Suppor…
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| 31837 |
An enhanced memory management system that wraps memento-mcp with sophisticated …
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| 31838 |
denialbot
Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
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| 31839 |
Wireshark MCP Server
Claim
Enterprise network analysis platform that enables AI-powered packet analysis, t…
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| 31840 |
MCP Screenshot Server
Claim
Enables LLMs to capture and analyze screenshots of your screen, windows, or reg…
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| 31841 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 31842 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
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| 31843 |
irpp-mcp
Claim
A Python MCP server that calculates French income tax using the official DGFiP …
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| 31844 |
CompanyIQ MCP Server
Claim
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
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| 31845 |
An MCP server implementation that enables searching and retrieving research art…
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| 31846 |
MCP Starter for Puch AI
Claim
A starter template for creating MCP servers that work with Puch AI, featuring r…
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| 31847 |
Movies
Claim
Movies and TV show data — search, details, ratings, and cast from iTunes and TV…
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| 31848 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 31849 |
Foul Domain
Claim
Search 36,000+ analyzed Phish tracks. Find the best jams, shows, and song vers…
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| 31850 |
SERP API Server
Claim
Analyze search engine results, conduct keyword research, and perform competitor…
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