MCP Server Quality Scores

Independent quality analysis of 48850 public MCP servers

48850
Discovered
29680
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20351
ifindv
Serial MCP Server Claim
Enables LLMs to communicate with hardware devices via serial ports. Provides to…
B 75 33 66 N/A N/A 65 95
20352
openmaster-ai
clawmaster Claim
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical…
B 75 33 64 N/A N/A 67 95
20353
rog0x
mcp-lint-tools Claim
Code linting and style checking tools for AI agents, exposed as an MCP server. …
B 75 33 82 N/A N/A 37 95
20354
RidioDevelopment
SocialCrawl Claim
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
B 75 33 80 N/A N/A 57 83
20355
rogertheunissenmerge-oss
mcp-server Claim
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
B 75 33 72 71 83
20356
tacit-code
zenoti Claim 2
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
B 75 33 85 N/A N/A 46 83
20357
rog0x
env Claim
Dotenv parser, ports, system info for AI agents
B 75 33 72 N/A N/A 52 95
20358
pangeacyber
Pangea MCP Server Claim 1
A Model Context Protocol server that provides Claude with access to Pangea's se…
B 75 44 69 75 77 81
20359
CSOAI-ORG
code-executor-mcp Claim
code-executor-mcp MCP server by MEOK AI Labs
B 75 33 72 N/A N/A 52 95
20360
cbcoutinho
Nextcloud MCP Server
B 75 44 86 46 N/A 84 82
20361
mikusnuz
app-publish-mcp Claim 1
Unified MCP server for App Store Connect & Google Play Console — 91 tools for i…
B 75 33 61 71 95
20362
kruschdev
A persistent, PostgreSQL-backed repository management system and semantic memor…
B 75 33 84 N/A N/A 35 95
20363
dtkmn
Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.
B 75 33 58 N/A N/A 75 95
20364
codeawareness
Kawa Code Claim 1
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
B 75 33 78 N/A N/A 42 95
20365
Rak4n-sa
Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2…
B 75 33 90 N/A N/A 25 95
20366
gdamalis
A comprehensive MCP server for managing WordPress sites through the REST API, f…
B 75 43 88 71 N/A 40 89
20367
seayniclabs
Mooring Claim
Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues,…
B 75 33 72 N/A N/A 53 95
20368
codeocean
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
B 75 44 86 67 60 81
20369
actionhero
keryx Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
B 75 33 60 N/A N/A 73 95
20370
effytech
freshdesk-mcp Claim
MCP server that integrates with Freshdesk, enabling AI models to interact with …
B 75 44 94 68 47 78
20371
hyeongjun-dev
Metabase MCP Claim
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
B 75 44 96 73 37 81
20372
OxygenBubbles
freeagent-mcp-server Claim 2
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
B 75 33 84 N/A N/A 71 67
20373
sarveshtalele
personal-finance Claim
54 robust financial calculators based on deterministic mathematical principles.
B 75 33 72 N/A N/A 55 95
20374
Blackman99
agent-browser-mcp Claim
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
B 75 33 56 N/A N/A 79 95
20375
yoselabs
a2db Claim
Most database MCP servers make you run one query at a time, repeat connection d…
B 75 33 70 N/A N/A 57 95
20376
carsonroell-debug
SelfHeal MCP Claim
Self-healing proxy for MCP servers with retry, circuit breaker, and observabili…
B 75 33 78 N/A N/A 42 95
20377
lacausecrypto
mcp-belgium Claim
One MCP server for Belgian public APIs. It bundles Belgian transport, official …
B 75 33 72 80 75
20378
dylanroscover
Embody Claim
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus gi…
B 75 33 64 N/A N/A 66 95
20379
BrunoKrugel
echo-mcp Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
B 75 44 84 62 73 80
20380
duksh
PeerGlass Claim
Provides global internet resource intelligence by querying RIRs for IP and ASN …
B 75 44 90 58 63 82
20381
lanchuske
local-mcp Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
B 75 33 70 N/A N/A 55 95
20382
aimoda
Control and query Rigol DHO824 oscilloscope for waveform capture and measuremen…
B 75 43 88 57 N/A 49 95
20383
cyanheads
open-meteo-mcp-server Claim 1
Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geo…
B 75 33 72 70 83
20384
cvrt-jh
clickup-mcp Claim
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
B 75 43 82 53 N/A 78 85
20385
xiaojiou176-open
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
B 75 33 54 N/A N/A 82 95
20386
Gennadiyev
STS2MCP Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
B 75 33 66 N/A N/A 65 95
20387
uju777
Coupang MCP Claim
Enables searching Coupang products and checking real-time lowest prices via Cla…
B 75 33 66 62 95
20388
EthanAckerman-git
preflight-ios-mcp Claim
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
B 75 33 72 N/A N/A 55 95
20389
CSOAI-ORG
EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierar…
B 75 33 72 N/A N/A 53 95
20390
RichardLemmon
agent-team Claim
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
B 75 33 76 N/A N/A 46 95
20391
vquand
An MCP server that launches a lightweight localhost UI for interactive AI-assis…
B 75 33 75 N/A N/A 50 95
20392
procoders
Automatically converts any OpenAPI specification or Postman Collection into an …
B 75 44 96 58 56 81
20393
ashwwwin
furi Claim
CLI & API for MCP management
B 75 43 96 61 N/A 32 95
20394
yyordanov-tradu
stock-scanner-mcp Claim 1
A modular MCP server providing 64 tools across 13 modules for real-time stock a…
B 75 33 84 72 67
20395
msenol
gorev Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
B 75 43 94 32 N/A 75 95
20396
carlosazaustre
Enables Google Developer Experts to report various activities (content creation…
B 75 44 78 73 67 81
20397
campfirein
RyanNg Claim
Cipher is an opensource memory layer specifically designed for coding agents. C…
B 75 33 60 N/A N/A 74 95
20398
benswel
QR for Agent Claim
Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks
B 75 43 96 72 N/A 38 81
20399
EigenCharlie
pdf-toolkit-mcp Claim 1
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
B 75 33 78 N/A N/A 61 83
20400
staticpayload
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
B 75 33 72 N/A N/A 52 95
Showing 20351–20400 of 48850 servers
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