MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49301
jordnlvr
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
N/A N/A 95
49302
tirthanzh
MCP server providing data on Indonesian toll roads and railway lines, including…
49303
VectorInstitute
Enables querying and exporting phenology data from the USA National Phenology N…
49304
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
49305
olgasafonova
An MCP server for Nordic grocery shopping that finds deals across supermarkets …
N/A N/A
49306
mbruton
HueMCP Claim
Enables discovery and control of Philips Hue lighting devices via a local bridg…
N/A N/A
49307
carhaix
ProxVanta Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
49308
npow
Enables coding agents to interact with Metaflow workflows, including querying f…
N/A N/A
49309
0010aor
A Model Context Protocol server that generates pull request descriptions, commi…
N/A N/A
49310
cirra-ai
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
49311
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
49312
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
49313
gautam-u
sieve-mcp Claim
Local AI chat history secret scanner for macOS. Finds API keys and secrets leak…
N/A N/A
49314
mindsdb
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
49315
123itsfree
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
N/A N/A
49316
rgrieselhuber
D Fetcher Claim
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn…
49317
saya6k
Enables interaction with Grocy's API through MCP, allowing management of grocer…
49318
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
49319
MCP Server for Apache Iceberg
N/A N/A 81
49320
Maxdepai1212
An MCP server that integrates with Zotero to manage research references, enabli…
N/A N/A
49321
linh1306
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
81
49322
Mihai-Codes
An MCP server that gives AI agents programmatic control over a live tldraw canv…
N/A N/A
49323
m0n0x41d
Haft Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
N/A N/A
49324
oanhduong
token-ninja Claim
Enables AI coding assistants to execute shell commands locally, intercepting de…
N/A N/A
49325
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
49326
connxio
Provides tools for managing Connxio integrations, code components, environment …
49327
XJTLUmedia
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
N/A N/A 95
49328
cUDGk
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
N/A N/A
49329
AgentLineHQ
AgentLine Claim
Give AI agents a phone number. Voice calls, SMS, and phone number management fo…
49330
CSOAI-ORG
slugify-ai-mcp MCP server by MEOK AI Labs
N/A N/A
49331
granolacowboy
A deterministic MCP server for legal intake triage that provides practice-area …
N/A N/A
49332
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
N/A N/A
49333
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
81
49334
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
49335
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
49336
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
49337
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
49338
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
49339
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
49340
devhelmhq
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
N/A N/A
49341
parlay-run
Parlay Claim
Remote MCP server for prediction markets — search and compare live odds across …
49342
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
49343
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
N/A N/A
49344
nokia
Enables AI agents to manage infrastructure through natural language queries to …
49345
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
49346
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
49347
hex
Enables management of TeamCity CI/CD operations through natural language comman…
49348
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
49349
verbart
tradernet Claim
N/A N/A 95
49350
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
Showing 49301–49350 of 50103 servers
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