MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39451
benhodgson87
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
39452
mockzilla
Mockzilla Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
39453
carlformigoni
An MCP server that reads all your Claude Code project memory files and exposes …
N/A N/A
39454
BlackWolf-Media
API Manager Claim
Enables secure management of API keys through an encrypted environment file wit…
N/A N/A 95
39455
luisguareschi-arb
Enables AI assistants to run Sumo Logic log searches via HTTP using the Search …
39456
amazingashis
Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and…
39457
griffithlab
Enables querying the CIViC database for clinical interpretations of cancer vari…
39458
piter5285
confluence Claim
Enables querying Confluence or Kubernetes documentation through hybrid search a…
N/A N/A
39459
rajib884
A comprehensive MCP server for network device management via SSH/Telnet. Suppor…
39460
nikitatsym
MCP server for Authentik identity provider enabling management of users, groups…
39461
rajivonai
mysql-mcp Claim
MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, e…
39462
mailpal-com
Free email server for AI agents with hardware attestation, enabling agents to s…
39463
LOCAL2
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A
39464
osrd-gh
ha-mcp Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
N/A N/A
39465
juvantlabs
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
39466
vikrant82
TaskSync Claim
Human-in-the-loop feedback for AI coding agents. Pause your agent mid-task, giv…
N/A N/A
39467
a1c-ai-agent
Sally Skills Claim
Plug Sally AI into your agent. The clinical-grade health intelligence behind A1…
39468
mohamadasani494-pixel
Converts your bot12 trading bot into tools for Claude and other AI assistants, …
39469
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
81
39470
iamsre01
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
N/A N/A
39471
iflow-mcp
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
39472
ashhitch
Scans codebases for TODO comments and exposes them as structured data to LLMs, …
N/A N/A
39473
rapid7
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
39474
Mcayear
An MCP server for EndstoneMC development, enabling module information queries, …
N/A N/A
39475
teflon07
memkeeper Claim
Local-first memory for AI agents. On-device hybrid retrieval over a single SQLi…
N/A N/A
39476
IBM
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
39477
runapi-ai
An MCP server that enables AI image editing and generation using the GPT Image …
39478
pepperonas
pigeon Claim
Forwards browser console errors, warnings, and unhandled rejections to Claude C…
N/A N/A
39479
keadachik
This remote MCP server allows interaction with the Dynatrace observability plat…
39480
Infinihash
Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, g…
N/A N/A
39481
zachlikefolio
tunnel-mcp Claim
Enables two Claude agents to communicate directly through an end-to-end encrypt…
N/A N/A
39482
IcaroBichir
Connect Claude to Disney Lorcana card data: enrich, search, and analyze decks.
N/A N/A
39483
MukundSinghRajput
Scrapes the official Telegram Bot API documentation and provides tools for quer…
39484
evekeen
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
39485
pickstar-2002
Enables comprehensive video file metadata management including reading, editing…
N/A N/A 95
39486
jbeker
Exposes Foursquare/Swarm check-in data and user activity through 13 tools, enab…
39487
dbsxortime
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
N/A N/A
39488
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
39489
troyhantech
Enables deep research tasks using a multi-agent architecture that integrates an…
39490
ericthered926
Provides web and news search via DuckDuckGo with support for region filtering, …
39491
eadm
Enables browsing, retrieving, and downloading meeting recordings and transcript…
N/A N/A
39492
ShreyasBidwai
Turns a manager's plain-English goal into a verified, looped, watchable build r…
N/A N/A
39493
biocontext-ai
anndata-mcp Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
N/A N/A
39494
Shadow-linux
Enables AI agents to securely execute remote commands via SSH or JumpServer, wi…
39495
ThalesGroup
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
39496
VirixLabs
HumanBrowser Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
39497
gregpriday
An agentic memory system that enables AI assistants to store, search, and manag…
N/A N/A
39498
sheldondirector
Enables coding agents to read and write to Frame.io (projects, assets, reviews,…
39499
GenieOS-0
Stdio bridge for editors to connect to the GenieOS MCP server, enabling AI agen…
39500
skiddgoddamn
tgtrack-mcp Claim
Manage a tgtrack (Откуда Подписки) account from an AI agent — channels, ad-syst…
Showing 39451–39500 of 66534 servers
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