MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56101 |
DeepAnalyze MCP Server
Claim
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
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| 56102 |
AndroidAPI net MCP
Claim
AndroidAPI.net MCP Connector lets Claude send SMS, WhatsApp messages, and OTPs …
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| 56103 |
Snowflake MCP Server
Claim
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
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| 56104 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 56105 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 56106 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 56107 |
A Model Context Protocol server that provides Commitizen functionality, enablin…
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| 56108 |
pg-python-mcp
Claim
A PostgreSQL MCP server with AST-based security for safe database operations. E…
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| 56109 |
fallmind-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 56110 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 56111 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 56112 |
ultrastealth
Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
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| 56113 |
Taiga Remote MCP Server
Claim
A remote MCP server for Taiga project management that enables multiple users to…
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| 56114 |
Swarm Orchestrator
Claim
An MCP server that extends AI coding assistants with deterministic, algorithmic…
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| 56115 |
HRizzle-HR-Assist
Claim
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
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| 56116 |
safesign-mcp
Claim
Analyzes contracts for safety score and risk assessment, identifying dangerous …
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| 56117 |
Tavily MCP Server
Claim
Provides web search, extraction, mapping, and crawling tools through Tavily API…
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| 56118 |
Copilot Memory MCP
Claim
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
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| 56119 |
WordNet MCP Server
Claim
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
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| 56120 |
Brand Images → Notion
Claim
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
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| 56121 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 56122 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 56123 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 56124 |
ChromeCP
Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
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| 56125 |
llm-router-mcp
Claim
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
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| 56126 |
media-mcp
Claim
Enables users to manage Sonarr and Radarr instances through natural language, a…
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| 56127 |
word2pdf_hello_mcp2
Claim
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| 56128 |
reflag
Claim
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| 56129 |
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
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| 56130 | — | |||||||||
| 56131 |
claude-memory
Claim
A persistent memory MCP server for Claude Code that enables long-term recall ac…
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| 56132 |
autoit-mcp
Claim
Windows GUI automation MCP server for Claude Code, enabling deterministic deskt…
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| 56133 |
nutrition-tracker-ai-mcp
Claim
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
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| 56134 |
MailMCP
Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
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| 56135 |
claude-gmail-mcp
Claim
A Gmail MCP server that enables Claude to send, search, and read emails using e…
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| 56136 |
Kagi-Session2API-MCP
Claim
Free Kagi Search MCP server — access search and summarizer via session tokens, …
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| 56137 |
MCP server for FireCrawl web scraping integration
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| 56138 |
voice-sphere
Claim
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| 56139 |
MCP Server Starter
Claim
A minimal, production-ready starter for building Model Context Protocol servers…
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| 56140 |
dynamic-openapi-mcp
Claim
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
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| 56141 |
codelore-mcp
Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
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| 56142 |
Task Manager MCP Server
Claim
A comprehensive task management MCP server built with FastMCP, featuring full C…
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| 56143 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 56144 |
deepset-mcp
Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
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| 56145 |
ai-cost-calculator-api
Claim
Enables AI cost calculation, comparison, and optimization across major provider…
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| 56146 |
Log Insight MCP Server
Claim
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
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| 56147 |
smithery-mcp
Claim
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| 56148 |
Quire MCP Server
Claim
A Model Context Protocol server for the Quire project management platform, enab…
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| 56149 |
academic-mcp
Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
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| 56150 |
weather-mcp-server
Claim
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