MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51451
appcreationsca
BumpGuard Claim
Reports which of your code's API usages break when you upgrade a dependency (Py…
N/A N/A
51452
dhruv-corethink
Adds a deep_reasoning tool that consults stronger reasoning models (e.g., DeepS…
51453
junter1989k-ai
Austria payments for AI agents — EPS via Stripe. Never holds funds.
51454
Bhavarth7
routewise Claim
Enables step-level routing of AI workflows by decomposing tasks, selecting the …
51455
AiAgentKarl
Enables AI agents to create, compare, and track purchases with structured buyin…
N/A N/A
51456
ikoba0911
Unofficial local MCP bridge for reading the currently open Figma file through a…
N/A N/A
51457
williamcodes
speedrun-mcp Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
51458
dmayan-ss
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
N/A N/A
51459
ColbySerpa
Enables semantic search across Cairo and Starknet documentation, providing AI a…
N/A N/A
51460
seed-drill
MCP server for memory storage, encryption, search, and group sharing, used by C…
N/A N/A
51461
Lixtt
Manages arXiv papers: search, download, analyze, and save AI-generated summarie…
N/A N/A
51462
AntVsl
Oura Ring Claim
Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura R…
N/A N/A
51463
foreach-labs
eanscan-mcp Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
51464
coddy-project
coddy-agent Claim
Open-source distroless harness coding agent in Go. Works with any IDE via ACP a…
N/A N/A
51465
AtlaSent-Systems-Inc
atlasent-mcp Claim
Enforces authorize-before-execute for any MCP-compatible AI agent. Exposes atla…
51466
falcoschaefer99-eng
A Model Context Protocol (MCP) server for Canva integration. Connect Claude Cod…
51467
mitpurohit
A CLI chat application enabling interactive conversations with AI models via th…
N/A N/A
51468
DragonShadows1978
Enables AI agents to search the web, fetch pages, and download images through a…
N/A N/A
51469
KharalDipendra
trello-mcp Claim
Enables AI agents to inspect and update Trello boards via the Trello REST API, …
51470
wahyuzero
Enables AI agents to route web scraping traffic through a phone's cellular conn…
N/A N/A
51471
lukeplausin
Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
51472
NuerSir
worker-mcp Claim
A high-performance MCP server for Cloudflare Workers/Pages with a web dashboard…
N/A N/A
51473
strongbeen04
Enables Claude AI to convert, edit, and analyze MuseScore files (.mscz, .musicx…
N/A N/A
51474
retospect
tome-mcp Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
N/A N/A
51475
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
51476
syia-ai
Enables LLMs to access stock market and cryptocurrency data through the Financi…
51477
zhiweio
tech-icons Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
N/A N/A
51478
codepawl
MCP-first UI/UX review layer for AI-generated frontends. Enables reviewing web …
N/A N/A
51479
2niuhe
plantuml_web Claim
A web-based PlantUML frontend with MCP server integration, enable plantuml imag…
81
51480
codepeel
Enables AI agents to review code diffs for bugs, security issues, and bad patte…
51481 N/A N/A 95
51482
moorcheh-ai
Enables interaction with Moorcheh AI services including namespace management, d…
51483
LinkDeal
LinkDeal Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
51484
conversoriaecnae
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
51485
pawprint0706
Enables blind AI coding models to debug visual bugs by capturing screenshots, a…
N/A N/A
51486
tinqiao-oss
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
N/A N/A
51487 N/A N/A 95
51488
LtMarx
Arr-MCP Claim
MCP server to manage your *ARR media stack (Radarr, Sonarr, Lidarr, Readarr, Pr…
51489
eventgraphai
CoinGraph Claim
Pre-trade crypto intelligence: survival rating, order-book depth, unlocks and c…
51490
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
51491
s-h-u-h-a-r-i
firebase-mcp Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
51492
anupamchugh
asc-mcp Claim
Enables AI agents to manage App Store Connect apps, including registering bundl…
51493
shawndrake2
tigerweb Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
N/A N/A
51494
aituberapp
Create AI-powered videos from any MCP-compatible client. Generate videos with A…
51495
theYahia
vnpay-mcp Claim
MCP server for VNPay payment gateway (Vietnam). Supports payment URL generation…
51496
NurmukhamedKZ
MCP server for local image generation using FLUX.2 via Hugging Face diffusers, …
51497
Hei33enberg
Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Sig…
N/A N/A
51498
Spacetime-Technology
safehold Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
N/A N/A
51499
thfothijn
opzyai Claim
Local-first security check for AI coding agents — finds hardcoded secrets, expo…
N/A N/A
51500
mhmdibrahimm
Enables AI agents to request human actions or decisions by opening a local brow…
N/A N/A
Showing 51451–51500 of 67226 servers