MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38301
partymola
ticktick-mcp Claim
MCP server for TickTick — create, update, complete, move, and filter tasks (plu…
38302
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
N/A N/A
38303
AbhishantMOE
A Flask-based MCP server designed for testing deployment on Google App Engine. …
81
38304
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
N/A N/A
38305
kefapps
An MCP server that integrates 1Password with AI agents, providing secure access…
N/A N/A
38306
pipeworx-io
Airnow Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
38307
Playerbs1
A tool that connects to Substack's official Publisher API to access posts, news…
38308
nguthrie
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
38309
Ruijian-Zha
Enables Claude to manage a personal todo list in Notion, with capabilities to a…
38310
bashar94
Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Fl…
38311
khadinakbaronline
Scrape messages, extract leads from public Telegram channels. No login required.
N/A N/A 95
38312
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
38313
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
38314
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
38315
centia-io
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
N/A N/A
38316
fideguch
my_pm_tools Claim
Enables natural language management of GitHub Projects V2, including issue crea…
38317
SebAustin
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
38318
Hyg900928
An MCP server for weather information.
N/A N/A 95
38319
vitaliiserbynassisterr
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
N/A N/A 67
38320
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
38321
xyTom
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
38322
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
38323
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
38324
TobiasArg
Provides safe local file operations through MCP, including reading, writing, se…
N/A N/A
38325
hyperpolymath
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
N/A N/A 95
38326
TunnelMind
Sigil Claim
Programmatic-advertising supply verification: ads.txt, schain, ATAP receipts, c…
38327
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
38328
lpm-dev
MCP server for the LPM package registry, enabling AI tools to search, browse so…
N/A N/A
38329
lordbasilaiassistant-sudo
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
N/A N/A
38330
mister-good-deal
A local MCP server for Jenkins that provides 17 tools to interact with Jenkins …
38331
Prism-Shadow
Context9 Claim
Context9 is an MCP server that feeds AI agents with up-to-date documentation, r…
38332
JaviMaligno
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
38333
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
81
38334
MohsenMousaviEyeline
mcp-fal Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
38335
okx
Enables on-chain operations including token search, market data, wallet managem…
38336
uczesieweba
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
38337
CSOAI-ORG
Track SaaS subscriptions, renewal dates, spending, and find duplicate services.
38338
ccollicutt
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
N/A N/A
38339
facundo
fordcor Claim
N/A N/A 95
38340
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
38341
montecbmd
Provides 7 free fun tools (fortune cookie, compliment, fun fact, etc.) for AI a…
38342
Sohaib-2
Enables AI-powered PDF manipulation through natural language commands, integrat…
N/A N/A
38343
rossshannon
Enables Claude to interact with Things 3 task management, allowing natural lang…
N/A N/A
38344
bughide010
hideaa Claim
N/A N/A 95
38345 N/A N/A 95
38346
HuLaSpark
HuLa-MCP Claim
为HuLa即时通讯应用提供MCP服务,支持用户、群组和聊天资源的访问以及消息发送等工具操作。
38347
gabrielbardalesrojas
An MCP server for academic management of the EPIIS program, enabling AI-powered…
38348
flin-agency
MCP server for uploading images to ImgBB from Claude-compatible clients.
N/A N/A
38349
Explorer-64
imagcon-mcp Claim
Generate deployment-ready PWA, iOS, and Android app icon sets from a text descr…
38350
iflow-mcp
MCP server for extracting text from PDF files, supporting local files and URLs.
Showing 38301–38350 of 40750 servers
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