MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50551
Baronco
GenFilesMCP Claim
Generates PowerPoint, Excel, Word, and Markdown files from natural language req…
50552
A2ANet
A2A MCP Server Claim 1
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
N/A N/A 95
50553
prbretas
MCP server for simulating and calculating freight tax burden during Brazil's ta…
N/A N/A
50554
max1ab
rss-news Claim
Enables AI to manage RSS subscriptions, fetch and summarize news, and organize …
N/A N/A
50555
fastmcp-me
A Model Context Protocol (MCP) server for searching the National Provider Ident…
50556
rawr-ai
This MCP server extracts entities and relationships from text and stores them i…
50557
essentialproject
Provides tools and resources for building Essential Viewer XSL views using vali…
N/A N/A
50558
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
50559
ricardosouza.comercial
avaliabem Claim
N/A N/A 95
50560
EmblemCompany
Agent-skills Claim
200+ crypto tools for AI agents across 7 blockchains (Solana, Ethereum, Base, B…
50561 N/A N/A 95
50562
litsen
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
50563
Ahmedelmonady
Unified MCP server for Gameball's documentation and API integration, enabling d…
N/A N/A
50564
suhnion
molon Claim
N/A N/A 95
50565
socialnetwork0
Enables AI assistants to search YouTube videos with rich metadata including tit…
81
50566
pianovirus
kfda-mcp Claim
Enables LLM agents to query Korean drug, DUR safety rules, and health supplemen…
50567
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
N/A N/A
50568
Soheybfa
Chargily MCP Claim
An MCP server for the Chargily Pay V2 API, enabling payment management includin…
50569
TatsuyaKatayama
masabbs-mcp Claim
MCP server enabling LLMs to retrieve thread-centered discussion context and man…
N/A N/A 95
50570
hostodo
Hostodo MCP Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
50571 81
50572
Utkarsh-kumar-singh
Enables AI assistants to interact with GitHub repositories via the REST API, su…
50573
Pulltrader
Estimates the net amount a trading-card seller keeps when selling the same card…
50574
swift-sBi5
mistaike-ai Claim
N/A N/A 95
50575
mrishabh7
kundali-mcp Claim
A Vedic astrology MCP server that computes birth charts, dashas, transits, and …
N/A N/A
50576
jbechtel-97
Multifamily real estate deal analysis — cap rate, DSCR, cash-on-cash, IRR, DFP …
50577
rrizwan98
A remote MCP server that provides a complete digital-marketing employee with 45…
50578
sshwsfc
MCP server for the AIRIOT IoT platform, enabling AI assistants to manage data t…
50579
thebeastagi
Enables AI agents to interact with the Casper Network through six tools includi…
N/A N/A
50580
onmyway133
Enables AI assistants to read, search, and update Xcode String Catalog (.xcstri…
N/A N/A
50581
runapi-ai
mcp Claim
Unified AI model API for 130+ models across 18 providers. Browse models, check …
50582
junter1989k-ai
Italy payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
50583
kalmma
Enables controlling and monitoring a Buva EcoStream WTW ventilation unit via na…
N/A N/A
50584
toonPt0473
Enables Claude to drive the Antigravity agent by running prompts through the ag…
50585
FilipePessoa30
mcp-ibge Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
50586
alexis-htc
Enables scraping and comparison of LLM inference pricing from multiple provider…
N/A N/A
50587
jessesorsa
Omnier Claim
Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
50588
odds-api-io
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
50589
nifetency
A dynamic MCP server that automatically discovers and generates tools from any …
50590
anon-li
anon.li Claim
81
50591
azereki
MCP server for Unreal Engine Angelscript development, providing documentation l…
N/A N/A
50592
Albaker-Group
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
50593
r-uben
Enables searching, extracting, and analyzing over 2.4 million arXiv papers, wit…
N/A N/A
50594
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
50595
iamyaeeun
MCP server for Naver Search Open API, enabling search news, blog, and shop func…
50596
usaos
A lightweight topological arbitration MCP server for multi-agent clusters, usin…
50597
hemichaeli
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
50598
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
N/A N/A 95
50599
GtJerry111
MCP server that brings AI paper reading and code repository discovery from Hugg…
50600
skjshr
fire-fodex Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
N/A N/A
Showing 50551–50600 of 67226 servers