MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54651 |
marketcal
Claim
Provides correct trading day and settlement date calculations for multiple exch…
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| 54652 |
Synapse
Claim
Enables AI clients to store and semantically recall durable memories across ses…
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| 54653 |
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
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| 54654 |
etracker MCP Server
Claim
Enables querying etracker analytics reports via natural language. Provides tool…
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| 54655 |
LedFX MCP Server
Claim
Enables AI assistants to control a local LedFX instance through natural languag…
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| 54656 |
agentguard
Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
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| 54657 |
sui-mcp-server
Claim
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
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| 54658 |
browser-devtools-mcp
Claim
An MCP server that provides AI coding assistants with comprehensive browser aut…
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| 54659 |
web-retrieval-mcp
Claim
A Model Context Protocol server that analyzes webpage design structures, provid…
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| 54660 |
climate-risk-mcp-server
Claim
Provides AI agents with access to CO2 emissions data, climate projections, and …
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| 54661 |
yandex-marketing-mcp
Claim
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
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| 54662 |
sumo-qa
Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
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| 54663 |
vision-mcp
Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
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| 54664 |
roku-mcp
Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
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| 54665 |
classifinder-mcp
Claim
Scans text for leaked secrets and credentials, and redacts them before sending …
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| 54666 |
finance-mcp
Claim
Real-time stock & crypto market data for LLMs, over the Model Context Protocol.
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| 54667 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 54668 |
Jira MCP Server
Claim
A local MCP server for managing Jira issues, enabling creation, update, deletio…
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| 54669 |
fast-paddleocr-mcp
Claim
Extracts text from images using PaddleOCR and outputs results in markdown forma…
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| 54670 |
Icon MCP Server
Claim
Provides unified search across multiple icon libraries with fuzzy search, cachi…
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| 54671 |
metabase-mcp-server
Claim
Enables interaction with Metabase through its API, allowing users to list cards…
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| 54672 |
monarch-mcp2
Claim
Unofficial MCP server for Monarch Money that exposes tools for managing account…
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| 54673 |
powerbi-mcp
Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
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| 54674 |
An MCP server for multilingual dictionary lookups with word relations such as s…
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| 54675 |
An MCP server using Google's Agent Development Kit with multiple specialized ag…
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| 54676 |
mcp-filesystem-extended
Claim
Enables bounded local filesystem inspection, comparison, and mutation with sear…
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| 54677 |
Omni Skills
Claim
MCP server that unifies and synchronizes AI coding skills across multiple tools…
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| 54678 |
textual-criticism-mcp
Claim
Biblical text analysis with textual criticism support. An MCP server for morpho…
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| 54679 |
Rootstock MCP Server
Claim
Enables Claude AI to interact with the Rootstock blockchain, including calling …
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| 54680 |
vision-reader
Claim
Enables reading images (diagrams, screenshots) directly via the model's own vis…
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| 54681 |
excalidraw-export-mcp
Claim
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
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| 54682 |
yahoo-mail-mcp-server
Claim
Provides full email management for Yahoo Mail via IMAP, including listing, read…
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| 54683 |
agent-walkie-talkie
Claim
Enables autonomous agent-to-agent communication between Claude Code instances u…
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| 54684 |
screenslick
Claim
Enables AI agents to control the ScreenSlick browser video editor, supporting t…
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| 54685 |
Godot MCP Enhanced
Claim
An enhanced MCP server for interacting with the Godot game engine, enabling AI …
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| 54686 |
forge-mcp-server
Claim
MCP server for managing Laravel Forge servers, sites, and deployments via the F…
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| 54687 |
Bybit MCP Server
Claim
A production-ready MCP server for Bybit — 206 tools covering market data, tradi…
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| 54688 |
AmexAnalysis-MCP
Claim
Enables analysis of American Express credit card statements with vendor unmaski…
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| 54689 |
Tripwire
Claim
A local MCP server that auto-injects relevant context into file reads when an a…
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| 54690 |
pushover-mcp
Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
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| 54691 |
gree-ac-mcp-server
Claim
Controls GREE/EWPE-compatible WiFi air conditioners directly over your LAN usin…
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| 54692 |
Daemoon
Claim
Enables AI coding agents to access and manage multiple dev infrastructure provi…
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| 54693 |
mysql-mcp
Claim
A MySQL MCP server for local stdio clients, enabling database queries and manag…
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| 54694 |
Whoosh RAG MCP
Claim
An MCP server that provides full-text search over documentation using Whoosh, e…
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| 54695 |
UE5-MCP-Server
Claim
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
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| 54696 |
aifmt
Claim
An MCP server that fixes, validates, and generates visual text content for AI c…
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| 54697 |
digihub-mcp
Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
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| 54698 |
cleanfetch
Claim
Enables AI agents to read web pages reliably, returning clean markdown content,…
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| 54699 |
screengrab-tool-mcp
Claim
Lets an LLM see what's on your screen by capturing an entire monitor or a speci…
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| 54700 |
PayHere MCP Server
Claim
Enables interaction with the PayHere payment gateway via MCP, allowing payment …
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