MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46751 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 46752 |
node-mcp-poc
Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
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| 46753 |
A Model Context Protocol server that provides Commitizen functionality, enablin…
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| 46754 |
pg-python-mcp
Claim
A PostgreSQL MCP server with AST-based security for safe database operations. E…
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| 46755 |
fallmind-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 46756 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 46757 |
OpenFDA FastMCP Server
Claim
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
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| 46758 |
ultrastealth
Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
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| 46759 |
Taiga Remote MCP Server
Claim
A remote MCP server for Taiga project management that enables multiple users to…
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| 46760 |
Swarm Orchestrator
Claim
An MCP server that extends AI coding assistants with deterministic, algorithmic…
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| 46761 |
HRizzle-HR-Assist
Claim
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
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| 46762 |
safesign-mcp
Claim
Analyzes contracts for safety score and risk assessment, identifying dangerous …
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| 46763 |
Tavily MCP Server
Claim
Provides web search, extraction, mapping, and crawling tools through Tavily API…
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| 46764 |
Copilot Memory MCP
Claim
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
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| 46765 |
WordNet MCP Server
Claim
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
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| 46766 |
Brand Images → Notion
Claim
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
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| 46767 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 46768 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 46769 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 46770 |
ChromeCP
Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
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| 46771 |
llm-router-mcp
Claim
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
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| 46772 |
media-mcp
Claim
Enables users to manage Sonarr and Radarr instances through natural language, a…
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| 46773 |
word2pdf_hello_mcp2
Claim
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| 46774 |
reflag
Claim
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| 46775 |
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
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| 46776 | — | |||||||||
| 46777 |
claude-memory
Claim
A persistent memory MCP server for Claude Code that enables long-term recall ac…
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| 46778 |
autoit-mcp
Claim
Windows GUI automation MCP server for Claude Code, enabling deterministic deskt…
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| 46779 |
nutrition-tracker-ai-mcp
Claim
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
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| 46780 |
MailMCP
Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
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| 46781 |
claude-gmail-mcp
Claim
A Gmail MCP server that enables Claude to send, search, and read emails using e…
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| 46782 |
Kagi-Session2API-MCP
Claim
Free Kagi Search MCP server — access search and summarizer via session tokens, …
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| 46783 |
MCP server for FireCrawl web scraping integration
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| 46784 |
voice-sphere
Claim
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| 46785 |
MCP Server Starter
Claim
A minimal, production-ready starter for building Model Context Protocol servers…
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| 46786 |
dynamic-openapi-mcp
Claim
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
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| 46787 |
codelore-mcp
Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
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| 46788 |
Task Manager MCP Server
Claim
A comprehensive task management MCP server built with FastMCP, featuring full C…
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| 46789 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 46790 |
deepset-mcp
Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
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| 46791 |
ai-cost-calculator-api
Claim
Enables AI cost calculation, comparison, and optimization across major provider…
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| 46792 |
Log Insight MCP Server
Claim
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
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| 46793 |
smithery-mcp
Claim
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| 46794 |
Quire MCP Server
Claim
A Model Context Protocol server for the Quire project management platform, enab…
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| 46795 |
academic-mcp
Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
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| 46796 |
weather-mcp-server
Claim
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| 46797 |
A professional, full-fidelity MCP server enabling AI agents to fully control an…
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| 46798 |
nvim-mcp
Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
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| 46799 |
Provide accurate and up-to-date weather information including current condition…
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| 46800 |
devdoc
Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
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