MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39551 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
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| 39552 |
mcp-fish
Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
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| 39553 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
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| 39554 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
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| 39555 |
Oktyv
Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
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| 39556 |
MCP Server Creator
Claim
Helps users easily create new MCP servers by providing documentation, templates…
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| 39557 |
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
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| 39558 |
carapidev
Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
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| 39559 |
Enables interaction with Adobe Journey Optimizer content through the Content AP…
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| 39560 |
mailpit_mcp
Claim
Enables interaction with a local Mailpit instance for capturing and inspecting …
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| 39561 |
Kanboard MCP Server
Claim
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
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| 39562 |
japan-transit-mcp
Claim
Enables route planning and transit information retrieval for Japan using the pu…
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| 39563 |
bionicforms-mcp
Claim
Build forms, manage responses, and run AI analysis via the BionicForms API.
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| 39564 |
pdf-merger-mcp-server
Claim
Enables uploading, arranging, merging, and downloading PDFs through an MCP-comp…
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| 39565 |
Web Explorer MCP
Claim
Enables private web search and webpage content extraction using a local SearxNG…
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| 39566 |
Homey MCP Server
Claim
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
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| 39567 |
moomoo-api-mcp
Claim
Enables AI agents to access real-time market data, manage Moomoo trading accoun…
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| 39568 |
mcp-arcgis-leecounty
Claim
Enables AI agents to search and query Lee County GIS open geospatial datasets (…
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| 39569 |
thingworx-mcp
Claim
MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agent…
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| 39570 |
Catalyst Governance
Claim
Governance middleware for AI agents: permission gates, approvals, compliance sc…
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| 39571 |
Zimbra MCP Server
Claim
Enables to manage Zimbra emails, tags, calendar, and contacts through natural l…
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| 39572 |
AI-Kline MCP Server
Claim
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
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| 39573 |
sangsik-gdscript-graph
Claim
A function-level call-graph indexer for GDScript/Godot projects, exposed as an …
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| 39574 |
Thread Keeper
Claim
Multi-agent shared brain MCP server enabling cross-session memory, self-improvi…
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| 39575 |
ArkTS Helper MCP
Claim
Provides documentation search, reading, and AI-powered Q\&A for ArkTS/ArkUI dev…
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| 39576 |
Spond MCP Server
Claim
Enables fetching upcoming events for London Desperados CC from Spond via a sing…
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| 39577 |
nemeton-mcp
Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
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| 39578 |
firecrawl-mcp-server
Claim
Enables web scraping and search with batch support, rate limiting, and flexible…
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| 39579 |
Synap Memory
Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
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| 39580 |
ResumeMCP
Claim
Enables AI assistants to fetch a master resume, tailor it to a job description,…
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| 39581 |
c2padisclosure-mcp
Claim
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
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| 39582 |
AKShare MCP Server
Claim
Enables AI assistants to access comprehensive Chinese financial market data inc…
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| 39583 |
@openar/mcp
Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
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| 39584 |
Comet MCP Server
Claim
Gives Claude a browser that thinks by connecting to Perplexity's Comet browser …
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| 39585 |
MyGene MCP Server
Claim
Enables AI assistants to query gene annotations, expression, pathways, variants…
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| 39586 |
YooKassa MCP Server
Claim
MCP server for the YooKassa payment API, enabling AI assistants to manage payme…
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| 39587 |
vincikit
Claim
AI stack configurator with conversational interviews and intelligent recommenda…
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| 39588 |
Spectre
Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
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| 39589 |
spaceship-mcp
Claim
MCP server for managing domain registrations, DNS, WHOIS privacy, transfers, an…
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| 39590 |
colab-mcp
Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
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| 39591 |
ClickHouse MCP Server
Claim
Enables executing SQL queries, listing databases, and listing tables on a Click…
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| 39592 |
projscan
Claim
Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcome…
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| 39593 |
StarSeeker MCP
Claim
A powerful MCP server that helps you discover relevant repositories from your o…
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| 39594 |
Enables intelligent access to React Native Godot documentation, examples, API r…
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| 39595 |
FinanceGenius.AI
Claim
India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; N…
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| 39596 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 39597 |
suwappu
Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 39598 |
Instagram MCP Server
Claim
A backend server that interacts with the Instagram Graph API to fetch post enga…
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| 39599 |
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
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| 39600 |
kr-legislation-mcp
Claim
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
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