MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44601 |
MCP Toolkit
Claim
A unified MCP server that provides tools for UI/UX design intelligence, command…
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| 44602 |
transmission-mcp
Claim
MCP server for managing Transmission BitTorrent client. Provides tools to add, …
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| 44603 |
spine-anim-mcp
Claim
An MCP server that converts layered PSD characters into Spine 4.2 rigs with det…
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| 44604 |
jenkins-slack-mcp
Claim
Enables triggering Jenkins builds from IDEs with Slack notifications, requiring…
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| 44605 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
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| 44606 |
Fireblocks MCP Server
Claim
Enables AI assistants to securely interact with Fireblocks services through the…
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| 44607 |
gemini-omni-mcp
Claim
MCP server that lets Claude control Google Gemini Omni video generation via a b…
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| 44608 |
Blueprint
Claim
Blueprint is an MCP server that enables AI assistants to create C4 software arc…
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| 44609 |
PostgreSQL MCP Server
Claim
Enables AI assistants to interact with PostgreSQL databases through natural lan…
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| 44610 |
Reqly
Claim
API client with an MCP server. Your agent builds
collections from your codebase…
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| 44611 |
mcp-abap-adt
Claim
An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
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| 44612 |
vault-mcp
Claim
Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowin…
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| 44613 |
Upstox MCP Server
Claim
Enables users to interact with the Upstox trading API via natural language to r…
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| 44614 |
Merovingian MCP Server
Claim
Enables AI agents to map cross-repository dependencies, detect breaking changes…
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| 44615 |
imap-mcp-server
Claim
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
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| 44616 |
Landed MCP Server
Claim
Search AI-native jobs, prepare applications, and study for interviews — from an…
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| 44617 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 44618 |
ifs-mcp-server-local
Claim
Connect Claude to your IFS Cloud instance and interact with your ERP through na…
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| 44619 |
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
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| 44620 |
mcp-mysql
Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
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| 44621 |
wingolf-ai-mcp
Claim
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
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| 44622 |
mix_server
Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
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| 44623 |
mdMCP
Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
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| 44624 |
LinkedIn MCP HTTP Server
Claim
MCP server for posting and managing LinkedIn content, supporting personal and c…
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| 44625 |
ACE-MCP
Claim
Enables AI clients to perform local code search, indexing, and analysis across …
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| 44626 |
tamagotchi-mcp
Claim
Enables an LLM to care for a virtual pet with actions like feeding, playing, an…
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| 44627 |
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
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| 44628 |
CaddyUI MCP
Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
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| 44629 |
FinSage MCP
Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
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| 44630 |
SuzyQ MCP Server
Claim
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
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| 44631 |
toio-mcp
Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
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| 44632 |
mcp-weather
Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
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| 44633 |
Enables semantic search over documentation stored in a Vectorize database using…
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| 44634 |
mysql-mcp-server
Claim
Enables monitoring and administration of MySQL databases through natural langua…
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| 44635 |
PLUMED2 MCP Server
Claim
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
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| 44636 |
MCP server for Android device automation via ADB, enabling screen control, phon…
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| 44637 |
TradingView MCP Bridge
Claim
Enables AI assistants to interact with locally running TradingView Desktop for …
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| 44638 |
jinaju
Claim
A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser …
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| 44639 |
noir-mcp-server
Claim
MCP server for Noir development that clones and searches Noir documentation, st…
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| 44640 |
Obsidian MCP Agent
Claim
A custom MCP server that cleans up raw notes into properly formatted, cross-lin…
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| 44641 |
chrome-devtools-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
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| 44642 |
@kedoupi/yapi-mcp
Claim
Enables AI tools to search, create, update, and manage YApi API interfaces, pro…
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| 44643 |
Enables AI-powered security operations through natural language, managing endpo…
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| 44644 |
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
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| 44645 |
getterdone-mcp-server
Claim
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
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| 44646 |
nodus-mcp-server
Claim
Exposes the Nodus orchestration runtime as MCP tools for memory management, goa…
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| 44647 |
codex-gpt-bridge
Claim
Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…
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| 44648 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 44649 |
A high-performance MCP server for Trello integration with 97% token reduction t…
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| 44650 |
agentchat-memory
Claim
Provides persistent memory for AgentChat agents with swim-lane summarization an…
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