MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 7 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62751 |
Enables users to track expenses by adding, listing, and summarizing them with c…
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| 62752 |
Neuratel MCP Server
Claim
Control your voice AI platform through natural language from any MCP-compatible…
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| 62753 |
ADA Turbo
Claim
Provides a complete agency operating system with 20+ roles (strategy, creative,…
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| 62754 |
latent-lounge-mcp
Claim
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
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| 62755 |
boxes-mcp
Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
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| 62756 |
demo
Claim
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| 62757 |
unraid-code-mode-mcp
Claim
A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and …
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| 62758 |
Synapse RMCP
Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
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| 62759 |
Maestro
Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
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| 62760 |
opencode-chatgpt-bridge
Claim
A local MCP bridge that lets ChatGPT control opencode sessions for code modific…
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| 62761 |
mysql-mcp
Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
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| 62762 |
op-mcp
Claim
Enables to manage 1Password resources including vaults, items, documents, users…
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| 62763 |
invezgo
Claim
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| 62764 |
rekordbox-mcp
Claim
A comprehensive MCP server for rekordbox database management with real-time dat…
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| 62765 |
Enables deploying a remote MCP server without authentication on Cloudflare Work…
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| 62766 |
waterloo-learn-mcp
Claim
An MCP server that gives desktop AI apps access to your Waterloo LEARN courses,…
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| 62767 |
Zenskar MCP Server
Claim
Enables natural language interaction with the Zenskar billing platform, coverin…
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| 62768 |
keka-mcp-server
Claim
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
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| 62769 |
ucp-mcp-server
Claim
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
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| 62770 |
Enables semantic search across the Arke Institute's extensive archive of NARA r…
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| 62771 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 62772 |
MyDriverParis MCP Server
Claim
Enables booking premium private chauffeur transfers in Paris and across Europe …
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| 62773 |
Bynn
Claim
Document fraud detection for manipulated, fake and AI-generated PDF and image d…
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| 62774 |
akyn-ai
Claim
Turn any data source into an MCP server in 5 minutes. Build knowledge bases tha…
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| 62775 |
A Model Context Protocol (MCP) server for managing GitHub webhooks at both orga…
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| 62776 |
mcp-eval-harness
Claim
MCP-based code evaluation harness — sandboxed execution + LLM quality scoring.
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| 62777 |
yt-dlp-mcp-server
Claim
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
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| 62778 |
inkbloc
Claim
Collaborative document workspace with interactive AI blocks
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| 62779 |
dongguk-rule-mcp
Claim
Enables AI to search and retrieve regulations from Dongguk University's integra…
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| 62780 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 62781 |
mcp-argentina
Claim
MCP server for querying real-time Argentine economic data, including dollar exc…
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| 62782 |
sportiq-mcp
Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
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| 62783 |
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
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| 62784 |
Pentest-mcp
Claim
Unified penetration testing MCP server for Claude Desktop providing 34 security…
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| 62785 |
mcp-server
Claim
Read-only MCP server for wealthAPI: portfolio, cash-flow, and dividend insights…
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| 62786 |
魂斗罗 MCP Demo
Claim
Enables creating a Contra-style game session that can be played inline in MCP-c…
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| 62787 |
Enables AI-powered Kubernetes management using natural language, supporting kub…
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| 62788 |
mcp-mysql
Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
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| 62789 |
repo-graphrag-mcp
Claim
An MCP server that builds a knowledge graph from code and text documents, enabl…
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| 62790 |
dolores
Claim
dolores is an MCP server that gives AI agents persistent memory using Postgres …
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| 62791 |
Gripp MCP
Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
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| 62792 |
aifordatabase-mcp
Claim
Give your AI agent safe, plain-English access to any database via MCP. Ask ques…
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| 62793 |
arch-drawing-analyzer
Claim
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
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| 62794 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 62795 |
directory
Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
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| 62796 |
Provides MCP tools for searching, retrieving, and answering questions about ind…
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| 62797 |
upwork-mcp
Claim
MCP server for the Upwork GraphQL API enabling job search, contract management,…
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| 62798 |
Orchestra MCP Server
Claim
Enables interaction with the Orchestra API for managing pipelines, runs, logs, …
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| 62799 |
compaction-mcp
Claim
Brings Claude Code's context compaction to any MCP host, enabling agents to gau…
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| 62800 |
CasualMarket
Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
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