MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30703
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39451
pmccarroll-fuel
thincms-mcp Claim
MCP server for ThinCMS that gives AI agents typed tool access to manage content…
39452
IvanPetylo
ClockifyMCP Claim
Enables personal Clockify time tracking through ChatGPT and other MCP clients, …
39453
centkim177-debug
sex Claim
N/A N/A 95
39454
Akpughe
ultramem-mcp Claim
Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…
39455
atomno-mcp
mcp-fssp Claim
MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …
39456
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
39457
NvmToxic
Extends large language model context length up to 60 times using gravitational …
N/A N/A
39458
Dishant27
Enables AI assistants to interact with Kaggle competitions, including listing c…
39459
ignytehq
plunk-mcp Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
39460
muhammadadilsyaputra08-alt
Enables creating and editing pixel art through an MCP interface, with a live br…
39461
kalmma
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
N/A N/A
39462
Chevalicious
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
N/A N/A
39463
fabiendupont
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
39464
cruzleedan
MCP server providing CRUD operations for timesheet management via REST API endp…
39465
grenamaxim-web
RentHuman Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
39466
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
39467
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
39468
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
39469
McSheaD
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
39470
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
39471
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
39472
helmi75
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
N/A N/A 95
39473
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
39474
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
39475
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
N/A N/A
39476
ssasuoirafen
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
39477
LIMITLESS-Cloud
Turns Notion task databases into an intelligent task management system with aut…
39478
smartaces
render_mcp Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
39479
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
39480
AgentIA1984-cmd
Provides an AI agent with regulatory compliance tools for the French/European m…
39481
CSOAI-ORG
mitre-atlas-mcp Claim 1
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
N/A N/A 81
39482
Mhdd-24
MCP server that runs Flyway repair + migrate across multiple database projects …
N/A N/A
39483
yenchieh
DiagramZu Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
39484
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
39485
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
39486
dame-senders
senders-mcp Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
39487
Heretek-RE
Enables read-only binary diff and fingerprinting of files without writing to di…
N/A N/A
39488
ATaiIsHere
mochi-quest Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
N/A N/A
39489
einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
39490
IGVF-DACC
Enables AI agents to search, filter, download files, and generate reports from …
N/A N/A
39491
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
81
39492 N/A N/A 95
39493 N/A N/A 95
39494
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
39495
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
39496
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
39497
in40
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
39498
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
39499
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
39500
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
Showing 39451–39500 of 64728 servers
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