MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66901 |
vcenter-mcp
Claim
Enables plain English queries about VMware vCenter environments including clust…
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| 66902 |
localecheck
Claim
Verified locale data for AI agents: dates, phone numbers, currency formatting, …
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| 66903 |
tavily-fastmcp
Claim
A typed FastMCP server that wraps Tavily's web research API, providing tools fo…
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| 66904 |
camt053-mcp
Claim
MCP server that enables AI agents to parse, validate, and reverse ISO 20022 ban…
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| 66905 |
Agent8 MCP Server
Claim
Provides tools for searching Agent8 game development code examples and system p…
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| 66906 |
NetSuite SuperMCP
Claim
Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicat…
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| 66907 |
crypto-powerdata-mcp
Claim
A comprehensive MCP service for cryptocurrency data acquisition with advanced t…
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| 66908 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
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| 66909 |
vsf123
Claim
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| 66910 |
whisper-windows-mcp
Claim
Windows-native local audio and video transcription using whisper.cpp with Vulka…
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| 66911 |
Greet and Add
Claim
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
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| 66912 |
mcp_odoo_fresh
Claim
Enables AI agents to interact with Odoo ERP to perform sales tasks such as sear…
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| 66913 |
commonninja-mcp-server
Claim
Create, update, and manage live Common Ninja website widgets in natural languag…
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| 66914 |
tt
Claim
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| 66915 |
mcp-daily-change-log
Claim
Enables managing daily change logs with automatic formatting, intelligent monit…
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| 66916 |
atmospore-mcp
Claim
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
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| 66917 |
Kiprio MCP Server
Claim
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
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| 66918 |
TitanStore Commerce MCP
Claim
MCP commerce surface for compute credits, API keys, GPU instances, and cloud st…
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| 66919 |
swamymcpfirst
Claim
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| 66920 |
barberhq-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 66921 |
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying …
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| 66922 |
domiciliary-care-mcp
Claim
UK domiciliary care provider compliance — DBS checks, CQC registration, Working…
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| 66923 |
project-graph-mcp
Claim
Maximizes AI agent context window by enabling compact code reading and editing,…
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| 66924 |
Stoa
Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
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| 66925 |
transcode-mcp
Claim
A media transcoding proxy with an MCP control surface for generating optimized …
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| 66926 |
parental-control
Claim
An open-source MCP server that gives parents real-time oversight and guardrails…
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| 66927 |
WhatsApp MCP
Claim
Send WhatsApp messages from your own personal number via AI assistant, with con…
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| 66928 |
ArvanCloud MCP Server
Claim
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
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| 66929 |
apex-browser-mcp
Claim
Local, multi-session MCP server driving real Chrome, Chromium, WebKit, and Safa…
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| 66930 |
Revelata deepKPI
Claim
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
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| 66931 |
Say Hello
Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 66932 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
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| 66933 |
OScribe
Claim
Vision-based desktop automation MCP server that controls any application via sc…
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| 66934 |
mongodb-mcp
Claim
MCP server for comprehensive MongoDB integration, enabling database operations,…
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| 66935 |
Enables progressive discovery and management of FHIR healthcare resources throu…
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| 66936 |
A persistent document management and research assistant powered by Groq, enabli…
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| 66937 |
Z3/SMT MCP Server
Claim
Enables constraint solving, logical reasoning, and satisfiability checking usin…
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| 66938 |
ebay-mcp
Claim
Enables interaction with eBay APIs for account verification, item search, and b…
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| 66939 |
gget-cryo
Claim
Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with…
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| 66940 |
capsulemcp
Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
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| 66941 |
AgentVault MCP Server
Claim
Enables AI agents to manage secrets and credentials from a secure vault via MCP…
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| 66942 |
FileSystem MCP Server
Claim
Enables advanced file system operations such as file read/write, directory mana…
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| 66943 |
Shortcut MCP Server
Claim
MCP server to interact with the Shortcut project management API, providing 73 t…
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| 66944 |
dowhistle_mcp
Claim
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| 66945 |
remote-mcp-server
Claim
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
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| 66946 |
powerbi-mcp
Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
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| 66947 |
hailuo-mcp
Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
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| 66948 |
NeedHuman
Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
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| 66949 |
A Node.js template for building stateful MCP servers with streamable HTTP trans…
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| 66950 |
linkd-mcp-server
Claim
Bridges the Linkdfund smart contract layer to MCP-compatible AI clients, exposi…
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