MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37951 |
viral-mcp
Claim
MCP server that wraps the last30days research engine, enabling agents to run to…
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| 37952 |
dittu
Claim
Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
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| 37953 |
meta-ads-mcp
Claim
Manage Facebook and Instagram ad campaigns directly from Claude Code, enabling …
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| 37954 |
aria-mcp-football
Claim
Tells you when your favourite football teams play and where to watch in Denmark…
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| 37955 |
SuperClaude MCP Server
Claim
Brings all SuperClaude features to Gemini CLI, enabling advanced coding assista…
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| 37956 |
VisioMCP
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Connects Claude to Microsoft Visio to generate enterprise architecture diagrams…
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| 37957 |
Search MCP Server
Claim
Free web search MCP server using SearXNG, supporting web search, news search, a…
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| 37958 |
@aauth/praca
Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
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| 37959 |
searxng-mcp
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MCP server for private web search via self-hosted SearXNG with local reranking,…
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| 37960 |
OctSSH
Claim
Provides LLMs with safe, controllable, and stateful SSH access to shell environ…
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| 37961 |
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
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| 37962 |
mysql-readonly-mcp
Claim
A readonly MCP server for MySQL databases that ensures safety by whitelisting o…
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| 37963 |
ReceiptGuard
Claim
Prevents autonomous agents from fabricating tool results by verifying HMAC-sign…
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| 37964 |
MetaVision AI Studio
Claim
Generate 3D models from text or image. Browse 10K+ free 3D models. AI creative …
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| 37965 |
bottube-mcp-server
Claim
MCP server for BoTTube that enables Claude Code to upload, browse, comment, and…
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| 37966 |
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
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| 37967 |
LifeOS Plugin
Claim
An MCP server integrating 40+ workflow skills for personal productivity, projec…
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| 37968 |
skill-forge-mcp
Claim
An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP res…
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| 37969 |
airlock
Claim
Local daemon giving AI agents named locks, shared state, events, and a task que…
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| 37970 |
choumai
Claim
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| 37971 |
TruePath PDF
Claim
Local-only PDF tools for AI — extract text, search, split/merge, render pages. …
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| 37972 |
AynOps
Claim
AI-powered cybersecurity reconnaissance platform that allows users to perform t…
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| 37973 |
boq-mcp
Claim
Enables natural language management of BOQ/Tendix project data, including hiera…
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| 37974 |
Supercharges any Notion workspace with an AI chatbot and MCP server, enabling n…
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| 37975 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 37976 |
U.CASH Pay
Claim
Pay x402 resources on U.CASH from your own wallet: view the price, pay on-chain…
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| 37977 |
APIHub
Claim
Marketplace of pay-per-call APIs for AI agents. Top up once with USDC credits, …
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| 37978 |
sdadasads
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| 37979 |
building-register-mcp
Claim
Queries South Korean building register data (e.g., floor area, parking, seismic…
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| 37980 |
HiveAudit Readiness
Claim
Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
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| 37981 |
Shark-no-Kari
Claim
Remote MCP server for web scraping with anti-bot evasion. Provides stealth HTTP…
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| 37982 |
Provides tools for searching flights, creating and canceling bookings, and retr…
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| 37983 |
chrome-agent-mcp
Claim
Enables AI agents to fully control Google Chrome: navigate, click, fill forms, …
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| 37984 |
poppy
Claim
Developer memory CLI and MCP server. Remember decisions, preferences, and lesso…
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| 37985 |
OVHcloud MCP Server
Claim
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
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| 37986 |
n8n-free-mcp
Claim
Free and open-source MCP server for managing n8n workflows, executions, and tag…
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| 37987 |
teradata-mcp-poc
Claim
Enables natural language interaction with Teradata databases through Claude, al…
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| 37988 |
multi-mail-mcp
Claim
Local-first MCP server for agents that need to work across multiple Gmail and M…
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| 37989 |
Qualia MCP
Claim
MCP server for the Qualia title and escrow platform, enabling you to talk to yo…
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| 37990 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 37991 |
Gibs
Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
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| 37992 |
Taiwan payments (ECPay 綠界 + NewebPay 藍新) & e-invoices for AI agents. Stateless,…
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| 37993 |
Perplexity Full MCP
Claim
Gives AI agents live research and image generation capabilities by automating a…
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| 37994 |
AI-powered e-commerce product search, affiliate links, and price negotiation
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| 37995 |
bell-mcp
Claim
A local MCP server that rings a bell through your speakers to provide audible n…
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| 37996 |
typeorm-docs-mcp
Claim
Analyzes TypeORM entity source files offline to produce schema graphs, ERD diag…
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| 37997 |
mcp-amazon
Claim
Enables AI agents to search products, manage cart, place orders, and track ship…
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| 37998 |
convergeqa-mcp
Claim
MCP servers for multi-model document review with critique/iterate and compare/d…
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| 37999 |
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
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| 38000 |
Graft
Claim
Local-first codebase context engine that parses code into a ranked dependency g…
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