MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55301
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
55302
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
55303
Perufitlife
aviation-mcp Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
55304
taylor224
bell-mcp Claim
A local MCP server that rings a bell through your speakers to provide audible n…
N/A N/A
55305
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
N/A N/A
55306
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
55307
J-Fidel
Low-context public task coordination for software agents.
55308
doritoman90000
A Model Context Protocol server that helps users create, validate, and optimize…
81
55309
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
55310
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
55311
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
55312
0x01feng
FlowSpec MCP Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
N/A N/A
55313
LaplaceYoung
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
N/A N/A 95
55314
easyreg
EasyReg is a UK private number plate search and transfer service. This MCP serv…
81
55315
arturio-amorim
Enables AI agents to call deterministic finance tools (compound interest, loan …
55316
cognis-digital
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
N/A N/A
55317
fabienbutz
A Model Context Protocol (MCP) server that provides tools for interacting with …
N/A N/A
55318
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
55319
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
81
55320
cool-man-vk
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
55321
cyanheads
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
N/A N/A
55322 N/A N/A 95
55323
kwenhwang
Korean public procurement law: rule-engine rulings, statutes search, live court…
55324
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
55325
monteiro-consulting
eaight Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
N/A N/A
55326
aesopfrom0
todoglow Claim
See what each of your coding agents is working on, and read or advance your tod…
N/A N/A
55327
ThisisBankole
Live UK bike-share availability: nearby bikes and stations, popular stations, 9…
55328
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
55329
re-manish
keep Claim
Keep — AI-first delivery PMO: projects, records, tasks, cycles, requirements, a…
55330
andysama-work
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
N/A N/A
55331
@csanad-bc
testmcp Claim
N/A N/A 95
55332
luissalve
An MCP server that exposes web lookup, save note, and list notes tools for a ro…
55333
nagelflorian
Enables AI assistants to interact with TrainingPeaks accounts to analyze traini…
55334
shubham4038
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
55335
trendsmcp
Track concurrent player counts and game momentum for any title on Steam via AI …
55336
singhh879
findocs-mcp Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
N/A N/A
55337
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
55338
thomas
snapcall Claim
Generate Video call url
N/A N/A 95
55339
Polly2014
An MCP server that intelligently splits large pull requests into multiple small…
N/A N/A
55340
MkTurner74
botverse-mcp Claim
Video transcoding (MP4, WebM, ProRes, GIF, MP3) and document conversion (PDF, D…
55341
767560479
mdm-mcp Claim
Provides 12 MCP tools to directly interact with DEM MDM backend API, enabling C…
55342
impact-boundary-labs
mcp-boundary Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
N/A N/A
55343 N/A N/A 95
55344
bouch
celestine Claim
MCP server for astrological calculations — birth charts, transits, progression…
55345
RobertDWhite
freshrss-mcp Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
55346
vechain
Enables AI assistants to search VeChain documentation, query blockchain data (b…
81
55347
oceanromain
Enables remote shell control of Linux and network devices via SSH/Telnet, with …
55348
MarceauSolutions
upwork Claim 1
MCP server for Upwork job discovery, client analysis, and proposal assistance
N/A N/A 83
55349
andersongadelhaadv-cmyk
JuriBase Claim
Busca e verifica jurisprudência brasileira real (+400 mil julgados) — anti-aluc…
55350 N/A N/A 95
Showing 55301–55350 of 67226 servers