MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26401
leadfuze
enrichment Claim
N/A N/A 95
26402
coderdeep11
Overcomes Claude Code's 200k token context limit by implementing persistent lon…
81
26403
mr.slametrivai
slametrivai Claim
N/A N/A 95
26404
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
26405
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
26406
tulovec96
Enables AI agents to interact with and control Roblox Studio instances in real-…
N/A N/A 95
26407
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
81
26408
luowei-tech
asd Claim
N/A N/A 95
26409
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
26410
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
26411
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
26412
annibale-x
mcp-memento Claim
An MCP server that provides persistent memory and context management across ses…
N/A N/A
26413
sergei-tofu-fedorov
Enables interaction with MongoDB databases through the Model Context Protocol. …
81
26414
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
26415
mazah81-gif
Deliver multilingual greetings, perform quick calculations, and generate images…
N/A N/A 95
26416
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
26417
intake-triage
SteadyFetch Claim
Reliable web fetching MCP server with built-in retry logic, circuit breaker pat…
26418
NORNR
A governance and control layer for MCP tools that manages tool requests as inte…
26419
r3tr056
Enables users to search, track, and analyze procurement data from India's Gover…
26420
TruthStack1
Supplement-drug interaction safety API for AI agents with FDA adverse event dat…
N/A N/A 95
26421
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
26422
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
26423
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
26424
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
26425
UseJunior
Agent Email Claim
Local email connectivity for AI agents — read, draft, send, and organize Outloo…
N/A N/A
26426
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
26427
dbtkd1801
chat Claim
N/A N/A 95
26428
duvomike
Double + 5 Claim
Transform numbers by doubling them and adding 5. Get instant results with a cle…
N/A N/A 95
26429
HaD0Yun
gopeak Claim
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DA…
N/A N/A 95
26430
ronanamorim292
A production-grade MCP server that centralizes AI integrations for Appwrite, Su…
81
26431
JajuanX
Provides an AI-queryable directory of Black-owned businesses in South Florida, …
26432
lotdpbc
Word Orb Claim
Trusted language infrastructure for AI agents, robotics, and teaching platforms…
N/A N/A 95
26433
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
26434
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
26435
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
26436
tac0de
Exposes structured prompt generation tools for refactoring protocol and governa…
81
26437
AlexGHerrera
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
26438
acedatacloud-mcp
mcp-luma Claim
81
26439
OAuth-protected Streamable HTTP MCP gateway for NoonAI DIS image and video de-i…
26440
kapoost
humanMCP Claim
Personal MCP server for publishing art with cryptographic authorship proof and …
26441
jmendozaperez-godaddy
An MCP server implementation that enables generation of Google Ads content thro…
81
26442
harichandra599
An MCP server that converts Postman API requests into executable tools for LLMs…
26443
VanguardiaAI
doktor Claim
Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP
N/A N/A
26444
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
26445
chirag127
Provides AI agents with precise, locale-aware date and time data across multipl…
81
26446
cryptoiz-mcp Claim
AI-powered Solana DEX smart money signals. Detects whale/dolphin accumulation, …
26447
russelenriquez-agile
Enables discovery, querying, and exporting of Tableau Cloud dashboards and data…
81
26448
theYahia
MCP server for RetailCRM — orders, customers management via API v5.
N/A N/A
26449
dohoon84
Enables users to generate and execute InfluxDB queries using natural language c…
81
26450
TriangleLabs
Search for high-resolution UI design inspirations from Dribbble by simply enter…
N/A N/A 95
Showing 26401–26450 of 30006 servers
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