MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44201 |
AiNotesServer
Claim
Un servidor MCP para crear, almacenar y recuperar notas de texto a través de un…
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| 44202 |
Apex Log MCP Server
Claim
An MCP server that gives AI assistants tools to analyze Salesforce Apex debug l…
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| 44203 |
Nuclino MCP Server
Claim
Provides access to Nuclino content through structured search and retrieval tool…
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| 44204 |
Injective MCP Server
Claim
Enables AI agents to trade perpetual futures, manage wallets, transfer tokens, …
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| 44205 |
xkcd-mcp
Claim
MCP server to fetch xkcd comics (latest, random, by number, search) and display…
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| 44206 |
GitHub PR Review Context
Claim
AI code review grounded in your repo history. Supports Test Gen and Security Au…
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| 44207 |
email-automation-mcp
Claim
email-automation-mcp MCP server by MEOK AI Labs
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| 44208 |
vSphere MCP Server
Claim
A comprehensive MCP server for VMware vSphere management, enabling AI agents to…
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| 44209 |
orcid-mcp-server
Claim
Researcher profiles, works, affiliations, funding, and peer reviews from the OR…
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| 44210 |
FOAAS MCP Server
Claim
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
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| 44211 |
EventTrader MCP
Claim
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
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| 44212 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 44213 |
bricks-use
Claim
MCP server for executing Databricks SQL queries and comparing table data, suppo…
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| 44214 |
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
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| 44215 |
MCP bridge for inter-session communication between Claude Code instances
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| 44216 |
Airflow MCP
Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
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| 44217 |
MCP server for Appium mobile automation on iOS and Android devices with test cr…
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| 44218 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 44219 |
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| 44220 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
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| 44221 |
Give AI agents autonomous virtual card management via x402 and Stellar USDC
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| 44222 |
sequential-thinking
Claim
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 44223 |
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
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| 44224 |
queryshield
Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
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| 44225 |
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
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| 44226 |
idontcare
Claim
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| 44227 |
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
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| 44228 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
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| 44229 |
SSH MCP Server
Claim
An advanced SSH session manager that allows Claude to establish and manage mult…
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| 44230 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
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| 44231 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 44232 |
Binance MCP Server
Claim
Backend service that enables users to connect with Binance exchange for viewing…
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| 44233 |
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
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| 44234 |
apple-docs-mcp-server
Claim
Search and retrieve information from Apple's complete developer documentation, …
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| 44235 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
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| 44236 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 44237 |
applianceiq
Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
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| 44238 |
Natural language interface designed for agentic applications to manage and sear…
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| 44239 |
mcp-server
Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
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| 44240 |
copilotcliswitchgate-mcp
Claim
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
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| 44241 |
Plant Builder
Claim
Run Plant Builder production-plant simulations with tunable knobs for goals, ra…
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| 44242 |
screenshotsmcp
Claim
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| 44243 |
mcp-knowledge
Claim
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
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| 44244 |
A lightweight MCP server for Stata.
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| 44245 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 44246 |
Coralogix MCP Server
Claim
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
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| 44247 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 44248 |
Google Local
Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
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| 44249 |
clawcast
Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
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| 44250 |
netlify-mcp
Claim
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