MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41001
muhammadadilsyaputra08-alt
Enables creating and editing pixel art through an MCP interface, with a live br…
41002
kalmma
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
N/A N/A
41003
Chevalicious
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
N/A N/A
41004
fabiendupont
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
41005
cruzleedan
MCP server providing CRUD operations for timesheet management via REST API endp…
41006
grenamaxim-web
RentHuman Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
41007
atomno-mcp
mcp-fssp Claim
MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …
41008
Dishant27
Enables AI assistants to interact with Kaggle competitions, including listing c…
41009
lightningfaucet
mcp-server Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
N/A N/A 95
41010
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
41011
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
41012
helmi75
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
N/A N/A 95
41013
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
41014
McSheaD
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
41015
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
41016
smartaces
render_mcp Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
41017
covariance-network
ProductClank Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
41018
LIMITLESS-Cloud
Turns Notion task databases into an intelligent task management system with aut…
41019
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
41020
ssasuoirafen
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
41021
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
41022
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
N/A N/A
41023
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
41024
chrischall
redfin-mcp Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
N/A N/A
41025
herohunt-ai
herohunt-mcp Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
N/A N/A
41026
dame-senders
senders-mcp Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
41027
Heretek-RE
Enables read-only binary diff and fingerprinting of files without writing to di…
N/A N/A
41028
ATaiIsHere
mochi-quest Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
N/A N/A
41029
einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
41030
AgentIA1984-cmd
Provides an AI agent with regulatory compliance tools for the French/European m…
41031
Mhdd-24
MCP server that runs Flyway repair + migrate across multiple database projects …
N/A N/A
41032
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
41033
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
41034
IGVF-DACC
Enables AI agents to search, filter, download files, and generate reports from …
N/A N/A
41035
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
81
41036
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
41037 N/A N/A 95
41038
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
41039 N/A N/A 95
41040
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
41041
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
41042
in40
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
41043
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
41044
HongjieRen
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
N/A N/A
41045
SammySnake-d
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
N/A N/A
41046 N/A N/A 95
41047
geochilmaru
Generates stylized 3D symbol images with automatic background removal using mul…
41048
yusufaf
tf2-wiki-mcp Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
41049
networkRob
Enables querying and interacting with Arista CloudVision via MCP, supporting bo…
N/A N/A
41050
pennydinh
MCP server that automates YouTube research by finding viral videos, analyzing t…
N/A N/A
Showing 41001–41050 of 64798 servers
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