MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27701 |
GitHub API MCP Server
Claim
Manage your GitHub repositories effortlessly. Create, update, and search for fi…
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| 27702 |
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
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| 27703 |
Bitcoin-native credit ratings. ⚡ Lightning pay-per-query (99 sats) or API subsc…
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| 27704 |
simpliq-server
Claim
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
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| 27705 |
Knowledge Base Tools
Claim
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
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| 27706 |
logo-analyze
Claim
提取任意网站的最佳Logo链接，方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度，自动挑选最合适的版本。节省查找与比对时间，让你的界面呈现更…
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| 27707 |
bugbug-mcp-server
Claim
MCP for BugBug API, to manage test and suites on BugBug
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| 27708 |
Enables automated dental clinic loan verification by combining rule-based ID va…
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| 27709 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 27710 |
Natural language interface designed for agentic applications to manage and sear…
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| 27711 |
srv-d5200rd6ubrc7390v04g
Claim
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| 27712 |
hedera-hcs-mcp-server
Claim
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
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| 27713 |
nodehero
Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
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| 27714 |
zoom-docs
Claim
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdo…
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| 27715 |
Structured observability for AI agents. Trace steps, decisions, and errors. MCP…
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| 27716 |
Clawy MCP Server
Claim
Pay-per-use API tools and LLM gateway for AI agents. 15 services (DART, Tabelog…
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| 27717 |
BACH CodeCommander
Claim
17 tools for code analysis, JSON repair, encoding fix, format conversion, diff,…
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| 27718 |
Enables AI educators to provide simple explanations, interactive demonstrations…
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| 27719 |
zopaf
Claim
Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tok…
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| 27720 |
zoom-whiteboard
Claim
Zoom Whiteboard server for creating boards and diagrams and locating existing b…
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| 27721 |
Merge gates and safety checks for AI coding agents via MCP.
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| 27722 |
legal-data-hunter
Claim
Search 18M+ legal documents worldwide — case law, legislation, and doctrine acr…
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| 27723 |
mcp-shield
Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
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| 27724 |
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
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| 27725 |
advertising-analysis
Claim
Analyze code to surface issues and improvements, and receive concise developer …
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| 27726 |
A comprehensive chess analysis (MCP) server that provides advanced chess analys…
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| 27727 |
A MCP server for TestDino
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| 27728 |
Logic MCP Server
Claim
A backend server that executes advanced logic primitives and cognitive operatio…
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| 27729 |
Hyades
Claim
Render LaTeX math as pure Unicode text art for terminals, code comments, and em…
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| 27730 |
Agent Blueprint
Claim
Read blueprints, business cases, implementation plans, and specs from your codi…
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| 27731 |
JPYC Agent MCP
Claim
OAuth-protected JPYC wallet, transfer, and contract workflows on Polygon.
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| 27732 |
opensanctions-mcp
Claim
Sanctions screening and PEP checks via OpenSanctions API for AI agents
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| 27733 |
ClickUp MCP Server
Claim
Enables interaction with ClickUp's project management platform through comprehe…
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| 27734 |
MCP Seekr Server
Claim
Enables web search through Google and Wikipedia plus content extraction from an…
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| 27735 |
mcp-listen
Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
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| 27736 |
ShaBaasPay MCP Server
Claim
MCP server for PayTo agreements and payment initiation in Australia.
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| 27737 |
Memory Nexus
Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
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| 27738 |
Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, …
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| 27739 |
vibefix
Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
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| 27740 |
social-search-mcp
Claim
Deep social media search for LLMs: Facebook, Reddit, LinkedIn, Instagram & more.
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| 27741 |
Mink Viking Experience
Claim
Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait …
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| 27742 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 27743 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
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| 27744 |
mcp-server
Claim
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| 27745 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 27746 |
Enables AI image generation using the minimax/image-01 model via Replicate API.…
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| 27747 |
invinoveritas
Claim
Lightning-paid AI reasoning and decisions for agents. L402 Bitcoin payments, no…
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| 27748 |
nextrole-mcp-proxy
Claim
MCP proxy server for NextRole CV tailoring services
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| 27749 |
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
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| 27750 |
Yahoo Finance MCP Server
Claim
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
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