MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58351
xiaobenyang-com
public_promo Claim
N/A N/A 95
58352 N/A N/A 95
58353
steven
bouldinsai Claim
N/A N/A 95
58354
us-all
OpenMetadata MCP — 170 tools for metadata, lineage, search, data quality, and O…
81
58355
automatikstudio
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
81
58356
Chandukasireddy
system-mcp Claim
Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network,…
N/A N/A
58357
elabbarw
Read-only access to Oracle Fusion Cloud ERP data via natural language queries, …
58358
wangyuxin0707
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
N/A N/A
58359
brunopark852
AI-orchestrated security testing via 6 Python tools (recon, port scan, subdomai…
58360
RipperMercs
Read-only Base mainnet reader. Verifies x402 payment settlements + AFTA federat…
N/A N/A 95
58361
xiaobenyang-com
ai-persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
N/A N/A 95
58362
dynamicendpoints
Enable AI-powered process analysis, chart generation, and optimization recommen…
N/A N/A 95
58363
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
58364
takaakisuzuki
A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall ev…
58365
Nymaxxx
checko-mcp Claim
Enables AI assistants to search and retrieve data about Russian companies, entr…
58366
IlyaGusev
mle_kit_mcp Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
58367
SwePalm
An extensible MCP server and generative UI engine for hosting interactive B2B e…
N/A N/A
58368
karichetivenkat45-pixel
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
N/A N/A
58369
Snehgabani
A 66-tool reasoning pipeline that intercepts prompts to classify intent, check …
N/A N/A
58370
hernaninverso
costwright Claim
Static worst-case token-budget analysis for LLM-agent workflows using AST analy…
N/A N/A
58371
dravidsajinraj-iex
Extract content and metadata from various file formats including PDF, DOC, DOCX…
N/A N/A 95
58372
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
N/A N/A 95
58373
vaibhavgupta5
Provides AI agents with a structured library of engineering skills, best practi…
N/A N/A
58374
mesutoezdil
Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools…
N/A N/A
58375
eleva
A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enab…
58376
HappydanceLabs
Enables AI models to interact with Umbraco CMS, retrieving and manipulating con…
58377
coffe-d
Enables Claude Code to describe images and extract text using Kimi/Moonshot vis…
N/A N/A
58378
sherweb
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
58379
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
N/A N/A 95
58380
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
58381
anousss007
blatui Claim
shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blo…
58382
Scout-AI-Labs
Enables web search, scraping, extraction, and crawling through an MCP interface…
58383
tszaks
Comprehensive Apple Notes MCP server for local macOS note management.
N/A N/A
58384
Miooooooo
Supports querying and downloading MGnify genome data and performing KEGG functi…
58385
Winter-And-You-Gone
Enables text-only agents to process images by accepting image files, base64 dat…
58386
specdown-app
Gives AI assistants direct read/write access to SpecDown Markdown spec document…
58387
0xArtex
Enables AI agents to create, modify, and share diagrams on a live Excalidraw ca…
N/A N/A
58388
DarynaFor
varta-mcp Claim
Spam classification MCP server for AI agents that classifies messages as SPAM, …
58389
nonz250
ai-rotom Claim
MCP server for Pokémon battle advising: provides type matchups, damage calculat…
N/A N/A
58390
Airport-Lounge-List
Search 8,500+ airport lounges and check access by card or membership.
58391
andreibesleaga
ocpi-sdk Claim
MCP server for the OCPI SDK that enables AI-assisted communication with EV char…
58392
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
81
58393
abhineet34
Local LinkedIn MCP server for posting to LinkedIn from Claude. 9 tools — create…
N/A N/A
58394
avianshgujjeai
Provides product overview, proof points, case studies, pricing, and comment sty…
58395
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
N/A N/A 95
58396
ktg-motive
A remote MCP server that provides tools for getting the current time in differe…
N/A N/A
58397
phil-cheesman
mcp-odbc Claim
A Python MCP server that connects to any ODBC data source and exposes schema di…
N/A N/A
58398
arnavhazra
An enterprise-grade MCP server that enables LLM agents to securely interact wit…
N/A N/A
58399
Alir3z4
tb-query Claim
MCP server for querying and analyzing TensorBoard event files, enabling AI agen…
N/A N/A
58400 N/A N/A 95
Showing 58351–58400 of 67286 servers