MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59801
Lishang25
cleanmcp Claim
A MCP server framework with zero-config auto-discovery, type-safe decorators, a…
— ○ ⏳ — — — — — —
59802
seangx
kitty-hive Claim
MCP server for multi-agent collaboration enabling AI agents to communicate, del…
— ○ ⏳ — — — — — —
59803
charlesree826
MCP server and CLI for detecting, redacting, and auditing PHI in medical text b…
— ○ ⏳ — N/A N/A — — —
59804
chenfukun
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
— ○ ⏳ — — — — — —
59805
mattcoatsworth
Provides comprehensive tools and resources for managing Klaviyo marketing autom…
— ○ ⏳ — — — — — —
59806
run-llama
mcp-nextjs Claim
Next.js-based MCP server with OAuth 2.1 authentication, deployable on Vercel, s…
— ○ ⏳ — — — — — —
59807
rajmodi262
Enables construction professionals to query project documents with conflict-awa…
— ○ ⏳ — N/A N/A — — —
59808
Enablement-Engineering
gobbler-mcp Claim
Converts YouTube videos, audio, documents, and web pages to clean markdown with…
— ○ ⏳ — N/A N/A — — —
59809
YawLabs
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
— ○ ⏳ — — — — — —
59810
RohanAnandPandit
MCP server providing data connectivity to the Trading212 trading platform, enab…
— ○ ⏳ — — — — — —
59811
evenindividual04
pramana-mcp Claim
Enables citation-audited deep research with tools for web-grounded answers, sou…
— ○ ⏳ — N/A N/A — — —
59812
gabrielpreda
An MCP server deployed on Cloud Run that enables reading Cloud Storage and leve…
— ○ ⏳ — — — — — —
59813
rmednitzer
mcpx Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
— ○ ⏳ — — — — — —
59814
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
— ○ ⏳ — N/A N/A — — —
59815
fan-67
local-mcp Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
— ○ ⏳ — N/A N/A — — —
59816
bgaze
Pipe one-click browser-tab screenshots into any MCP client, 100% local — a comp…
— ○ ⏳ — N/A N/A — — —
59817
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
59818
manuelsiuro
Enables AI agents to control Android devices through natural language, supporti…
— ○ ⏳ — N/A N/A — — —
59819
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
— ○ ⏳ — — — — — —
59820
Addono
gh-attach Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
— ○ ⏳ — — — — 81 —
59821
deepakjois
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
— ○ ⏳ — — — — — —
59822
buildingopen
OpenBrowser Claim
Enables AI tools to browse the web as the user by providing access to a persist…
— ○ ⏳ — — — — — —
59823
blame-today
blame-mcp Claim
Provides a self-serve recipe for agents to anonymously post and read blames on …
— ○ ⏳ — — — — — —
59824
devil-imps
An MCP server that provides programmatic access to devil hosting platform manag…
— ○ ⏳ — N/A N/A — — —
59825
hungdannt
Enables AI assistants to interact with Odoo ERP systems, allowing operations li…
— ○ ⏳ — — — — — —
59826
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
— ○ ⏳ — N/A N/A — — —
59827
mrgoonie
Connects AI assistants to SEO APIs for backlinks analysis, keyword research, an…
— ○ ⏳ — — — — — —
59828
Polsia-Inc
twitter-read Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
— ○ ⏳ — — — — — —
59829
Gamecrazy
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
— ○ ⏳ — — — — — —
59830
pipeworx-io
Provides a Luhn check-digit validation tool for numeric strings such as credit …
— ○ ⏳ — — — — — —
59831
jameskitfu
YouTube MCP Claim
Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, e…
— ○ ⏳ — N/A N/A — — —
59832
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
— ○ ⏳ — — — — — —
59833
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
— ○ ⏳ — N/A N/A — — —
59834
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
— ○ ⏳ — — — — — —
59835
phiclin
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
— ○ ⏳ — — — — — —
59836
dkeeno
An MCP server that provides tools for creating and managing AWS resources using…
— ○ ⏳ — — — — — —
59837
RyutoYoda
Enables Claude Desktop to interact with freee accounting API for expense regist…
— ○ ⏳ — N/A N/A — — —
59838
DeamonDev888
Enables AI agents to interact with the Moltbook social network, including posti…
— ○ ⏳ — — — — — —
59839
ayigityol
aseprite-mcp Claim
MCP server for Aseprite — create, edit, and export pixel art sprites, animation…
— ○ ⏳ — N/A N/A — — —
59840
InstaCode
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
— ○ ⏳ — N/A N/A — — —
59841
Rakeen70210
Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for…
— ○ ⏳ — N/A N/A — — —
59842
the-hash-slinging-slasher
Aggregates news from multiple sources including Hacker News and RSS feeds, with…
— ○ ⏳ — N/A N/A — — —
59843
ahasan722
Connects DHIS2 health information systems to AI assistants via the Model Contex…
— ○ ⏳ — — — — — —
59844
Abishek-0607
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
— ○ ⏳ — — — — — —
59845
VibeKit-Bot
VibeKit MCP Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
— ○ ⏳ — — — — — —
59846
jukaben32
blender-mcp Claim
Connects Blender to Claude AI through the Model Context Protocol, enabling prom…
— ○ ⏳ — — — — — —
59847
dutchbase
Provides AI agents with tools to convert images between formats and inspect ima…
— ○ ⏳ — N/A N/A — — —
59848
Mohib1992
A read-only MCP server that serves live HayDay game data (crops, products, anim…
— ○ ⏳ — N/A N/A — — —
59849
praveeng25
Provides secure SQL Server database access, allowing users to list tables and e…
— ○ ⏳ — N/A N/A — — —
59850
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
— ○ ⏳ — N/A N/A — — —
Showing 59801–59850 of 69093 servers