MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow GENESIS ProofRelay MCP Verifier| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50201 |
OpenAI Ads MCP
Claim
Enables management of OpenAI Ads campaigns, ad groups, ads, and insights throug…
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| 50202 |
jarvis-market-signals
Claim
Live crypto market signals for AI agents: perp liquidations, funding, OI positi…
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| 50203 |
MCP Analytics
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Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
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| 50204 |
dagu
Claim
Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
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| 50205 |
sentry-mcp-server
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MCP server for Sentry — error tracking, issues, releases, events, and projects …
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| 50206 |
mcp-guardian
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Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
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| 50207 |
fcc-broadband-mcp-server
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FCC broadband availability, coverage analysis, and digital divide data for US g…
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| 50208 |
elpriser-mcp
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MCP server for Danish electricity prices, providing current spot price, cheapes…
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| 50209 |
Infrawise
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Infrastructure analysis for AWS (15 tools) — DynamoDB, Lambda, SQS, SNS, S3, Po…
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| 50210 |
CyberQuant MCP Server
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MCP server for CyberQuant data sharing platform that enables AI assistants to d…
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| 50211 |
Planner MCP Server
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A server for creating and managing plans with steps, enabling users to break do…
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| 50212 |
demo
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| 50213 |
mcp-victoriametrics
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| 50214 |
tafsiri-mcp
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Provides translation and language resources for Kenyan languages including Swah…
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| 50215 |
mcp-commerce-starter
Claim
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
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| 50216 |
A lightweight MCP server enabling web search and content fetching via TinyFish …
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| 50217 |
An MCP server that lets recruiters and AI assistants explore your profile, skil…
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| 50218 |
trac-mcp-server
Claim
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
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| 50219 |
unique-id-generator
Claim
A simple MCP server that provides tools for generating unique IDs in several fo…
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| 50220 |
Second Brain MCP
Claim
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
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| 50221 |
ChatGPT MCP Plus
Claim
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
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| 50222 |
Integrates with Google Docs and Gmail for AI-driven document editing and email …
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| 50223 |
proxmox-mcp
Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
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| 50224 |
PatchProof MCP
Claim
Enables local npm supply-chain inspection through tools for repository scanning…
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| 50225 |
MCP Tool Server
Claim
A Model Context Protocol server that advertises tools with JSON schemas and exe…
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| 50226 |
kali-mcp
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Enables AI assistants to run Kali Linux security tools in an isolated Docker co…
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| 50227 |
toolgate-firecrawl-mcp
Claim
A recoverable Firecrawl MCP server that adds payment lifecycle, idempotency, an…
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| 50228 |
Polarion MCP Server
Claim
A TypeScript MCP server that turns the Polarion ALM REST API into a tool-based …
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| 50229 |
dify-ai-agent-tutorial
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| 50230 |
mcp-eastmoney
Claim
China A-share stock market MCP server — real-time quotes, main capital flow ran…
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| 50231 |
webserver-mcp
Claim
Enables AI agents to edit and serve a static website via natural language, prov…
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| 50232 |
desktop-control
Claim
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
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| 50233 |
Jira Daily PM Radar
Claim
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
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| 50234 |
EvalKit MCP Server
Claim
Enables testing AI safety classifier robustness against query decomposition, ob…
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| 50235 |
openchargemap-mcp-server
Claim
Find EV charging stations, detail, and reliability check-ins via the global Ope…
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| 50236 |
Kira Perplexity Scout
Claim
Integrates Perplexity API into Claude/Cowork as MCP tools for search, trend sco…
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| 50237 |
codex-agy-bridge
Claim
An MCP bridge that lets Codex delegate long-running agent work to the Antigravi…
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| 50238 |
Read-only MCP server for finding Discord messages. It enables searching guild m…
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| 50239 |
agent-wallet-mcp
Claim
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
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| 50240 |
Funplay Cocos MCP
Claim
stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funpl…
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| 50241 |
agentKimi
Claim
MCP server that runs Kimi K2.7-code as an autonomous coding agent inside a bubb…
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| 50242 |
relation-mcp
Claim
Enables to interact with Re:lation support tickets via MCP. Allows searching, u…
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| 50243 |
Pangle Coordinator
Claim
An MCP server for coordinating a permissionless swarm of AI agents to discover,…
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| 50244 |
saihm-mcp
Claim
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure.…
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| 50245 |
metamodel
Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
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| 50246 |
MonoMCP Gateway
Claim
A unified MCP layer that serves organization toolkits as MCP endpoints with per…
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| 50247 |
tingyun-mcp
Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
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| 50248 |
perplexity-mcp
Claim
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
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| 50249 |
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
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| 50250 |
mcp
Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
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