MCP Server Quality Scores
Independent quality analysis of 35110 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33901 |
mcp-server
Claim
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| 33902 |
NEXUS Memory MCP App
Claim
A sovereign, six-layer permanent memory system that provides users with a struc…
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| 33903 |
Revelata deepKPI
Claim
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
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| 33904 |
Provide a standardized interface for integrating with the Tembo Cloud platform.
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| 33905 |
Image Analysis Server
Claim
Analyze images and videos by providing URLs or local file paths. Gain insights …
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| 33906 |
An MCP server for GitHub Copilot that enables reading and processing Excel work…
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| 33907 |
hello-server
Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
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| 33908 |
contextgate
Claim
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| 33909 |
wolfe-jam
Claim
One IANA-registered format. 3 MCP servers.
Pick your lane. …
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| 33910 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 33911 |
Security-hardened file organizer with smart categorization and duplicate detect…
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| 33912 |
Analyze Instagram engagement to extract insights on post comments, compare acco…
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| 33913 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 33914 |
mcp-gera-mind
Claim
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
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| 33915 |
yelp-mcp-sdk
Claim
Provides Yelp Fusion API access through MCP tools and resources for searching b…
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| 33916 |
intelligence
Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
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| 33917 |
Testomat.io MCP Server
Claim
Enables AI assistants to interact with Testomat.io test management platform, al…
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| 33918 |
Kali MCP Server
Claim
Enables AI assistants to execute penetration testing commands and security tool…
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| 33919 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 33920 |
Local Memory MCP Server
Claim
Provides persistent local memory functionality for AI assistants, enabling them…
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| 33921 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 33922 |
An MCP server that provides web search and semantic reranking capabilities usin…
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| 33923 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
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| 33924 |
Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.
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| 33925 |
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
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| 33926 |
An MCP server for weather information.
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| 33927 |
overtone-news-mcp
Claim
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
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| 33928 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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| 33929 |
airtable-user-mcp
Claim
Community MCP server for Airtable that provides **30 tools** for managing Airt…
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| 33930 |
test-mcp2
Claim
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| 33931 |
MCP Server
Claim
Provides remote filesystem operations, git repository management, and process e…
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| 33932 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
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| 33933 |
A Model Context Protocol server that extracts and processes content from PDF do…
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| 33934 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 33935 |
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| 33936 |
GEP MCP Motor
Claim
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
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| 33937 | — | |||||||||
| 33938 |
public_promo
Claim
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| 33939 |
ClickUp MCP
Claim
Enables ClickUp workspace management including tasks, docs, teams, spaces, and …
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| 33940 |
helloworld
Claim
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| 33941 |
Access high quality transcripts for podcasts. Updated in real-time as new episo…
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| 33942 |
ZGTS Derma Roller
Claim
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
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| 33943 |
MCP WPPConnect Server
Claim
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
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| 33944 |
mcp-fortress-server
Claim
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
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| 33945 |
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
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| 33946 |
FlightQueue
Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
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| 33947 |
Minesweeper MCP Server
Claim
Enables MCP client agents to play the classic Minesweeper game by connecting to…
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| 33948 |
tourmis
Claim
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| 33949 |
gsep-mcp
Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
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| 33950 |
query-test-mcp
Claim
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