MCP Server Quality Scores
Independent quality analysis of 66291 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65701 |
database-mcp
Claim
Automatically discovers database schema, performs data quality checks on tables…
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| 65702 |
Search Granola meeting notes by attendees, dates, content, and workspaces.
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| 65703 |
imgcli-mcp
Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
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| 65704 |
Apple MCP Calnot
Claim
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
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| 65705 |
kicad-mcp
Claim
Enables natural language interaction with KiCad projects, schematics, and PCBs,…
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| 65706 |
aeterna-mcp
Claim
Enables AI agents, including Claude, to interact with the AETERNA persistent wo…
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| 65707 |
MCP Protocol Tracker
Claim
Tracks protocol adherence and maintains audit trails for Claude sessions, provi…
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| 65708 |
Contextum EVM MCP Server
Claim
Enables AI applications to retrieve on-chain context from EVM-compatible blockc…
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| 65709 |
A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. I…
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| 65710 |
ya-tracker-mcp
Claim
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
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| 65711 |
mcp-streamable-http2
Claim
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| 65712 |
obsidian-mcp
Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
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| 65713 |
citation-finder-ai-mcp
Claim
citation-finder-ai-mcp MCP server by MEOK AI Labs
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| 65714 |
trading-mcp
Claim
72 x402 endpoints: trading, AI inference, blockchain, escrow. USDC on Base+Sola…
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| 65715 |
OpenFOAM MCP Server
Claim
Enables to read and modify OpenFOAM configuration files, including case info, d…
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| 65716 |
@aauth/praca
Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
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| 65717 |
MCP Redis Server
Claim
MCP server for Redis interaction with dynamic connection setup and management.
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| 65718 |
kraken-signals-mcp
Claim
Kraken crypto signals via x402: free preview + paid USDC-on-Base signals, regim…
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| 65719 |
SafetyOps MCP Server
Claim
Enables AI assistants to query workplace incident data using RAG, providing sea…
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| 65720 |
Provides six tools including web search, URL fetching, calculator, and note man…
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| 65721 |
polymarket-mcp
Claim
A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
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| 65722 |
sample-mcp-server
Claim
A minimal MCP server demo in Python that exposes five tools for arithmetic and …
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| 65723 |
LibreJustice
Claim
Search French and European case law and French legal texts (codes, statutes, tr…
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| 65724 |
Enables Claude to query other LLMs like ChatGPT, Perplexity, and Gemini for ver…
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| 65725 |
iceberg-mcp-server-hive
Claim
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
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| 65726 |
hydite-mcp
Claim
Hydite MCP
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| 65727 |
quick-html-share-mcp
Claim
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
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| 65728 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
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| 65729 |
ytm-mcp
Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
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| 65730 |
rakuten-pantry-mcp
Claim
An MCP server for Rakuten Ichiba that enhances product search with quantity par…
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| 65731 |
docs-mcp-server
Claim
A multi-tenant MCP server that indexes documentation from websites, git reposit…
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| 65732 |
Weather MCP Server
Claim
Provide real-time weather information and forecasts to your applications. Enabl…
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| 65733 |
Sherlock Homes
Claim
French real estate data platform for AI agents. Identifies property owners like…
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| 65734 |
Statly Docs MCP Server
Claim
Provides AI agents with access to Statly SDK and API documentation, enabling se…
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| 65735 |
RedNote MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to search, ret…
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| 65736 |
access-calibre
Claim
MCP server enabling LLMs to query a local Calibre Content Server for ebook meta…
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| 65737 |
legis-link-mcp
Claim
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
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| 65738 |
server
Claim
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| 65739 |
Gmail MCP Pro
Claim
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
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| 65740 |
CodeArchitect MCP
Claim
Automatically saves and retrieves AI conversation sessions to maintain context …
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| 65741 |
cobos-apple-mail-mcp
Claim
Unifies fast on-disk read and search with complete AppleScript writes, behind a…
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| 65742 |
Datashift MCP Server
Claim
Enables AI agents to submit tasks for human or AI review and receive decisions …
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| 65743 |
fitwiki-mcp
Claim
Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…
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| 65744 |
routewise
Claim
Enables step-level routing of AI workflows by decomposing tasks, selecting the …
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| 65745 |
suplagentics-mcp-server
Claim
Enables importing Claude Code and opencode session history into a searchable me…
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| 65746 |
Secure Schema MCP
Claim
Read-only MCP server for exposing database schema metadata without row data.
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| 65747 |
obsidian-vault-mcp
Claim
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
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| 65748 |
js-reverse-mcp
Claim
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
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| 65749 |
OpenRemote MCP Server
Claim
Enables interaction with an OpenRemote instance through its service API, allowi…
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| 65750 |
aws-mcp-server
Claim
An MCP server that provides tools for creating and managing AWS resources using…
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