MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31700
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65351
danduh
Enables file operations, npm package management, and configuration checking thr…
N/A N/A
65352
praveen-palanisamy
autodemo Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
N/A N/A
65353
lazymac2x
Cloudflare Workers MCP server: govdata-korea
65354
Evin009
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
N/A N/A
65355
alumnx-ai-labs
Provides agricultural intelligence tools for pest/disease lookup, government sc…
65356
pipeworx-io
MCP server providing access to Montgomery County, MD open data through the Socr…
65357
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
65358
danecodes
eyeballs Claim
MCP server for visual monitoring: take screenshots of URLs and detect visual ch…
N/A N/A
65359
mihir-kanzariya
openowl Claim 1
An MCP server that gives any AI assistant eyes and hands on your desktop — scre…
N/A N/A 95
65360
dominic-righthere
langfuse-mcp Claim
MCP server for Langfuse that lets Claude Code create projects, manage API keys,…
N/A N/A
65361
os-bridge
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
81
65362
starecz
karea-mcp Claim 1
MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edi…
81
65363
mcp-tools-lab
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
65364
MattKilmer
voteship Claim
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
N/A N/A 83
65365
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
65366
awaybreaktoday
Enables comprehensive interaction with GitHub repositories, including code mana…
81
65367
tobinsouth
Enable seamless creation and management of authentication workflows for your ap…
N/A N/A 95
65368
codesentinel Claim 1
AI codebase health analysis: dead code, circular deps, coupling, architectural …
N/A N/A 81
65369
agentbodegastore
Discover AgentBodega paid data tools, contracts, and x402/L402 HTTP payment han…
N/A N/A
65370
minovap
Enables AI assistants to consult other AI models via OpenRouter for help with c…
65371
sabatajoxicraft
Automatically injects development framework context and workflows into Claude c…
N/A N/A 95
65372
CreatorDB
CreatorDB Claim
Creator discovery & analytics across YouTube, Instagram, TikTok (30M+) + brand/…
65373
redis-mcp Claim 1
Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA…
N/A N/A 81
65374
gscalzo
A Model Context Protocol server that enables querying Stack Overflow for progra…
65375
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
65376
forge-treasury
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
65377
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
65378
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
65379
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
81
65380
jools333
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
65381
tobert
gpal Claim
An MCP server that gives your IDE or agent access to Google Gemini with autonom…
N/A N/A
65382
Ravicha2
Multi-agent literature review: research, peer review, and synthesize grounded r…
N/A N/A
65383
centkim177-debug
sex Claim
N/A N/A 95
65384
Aditya-j101
Automates month-end close reconciliation tasks including bank statement matchin…
N/A N/A
65385
eltyBelgium
sendfox-mcp Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
65386
unhuman
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
N/A N/A
65387
matematicsolutions
mcp-nsa Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
N/A N/A
65388
a-slvn
selectel-mcp Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
65389
calvarado2004
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
N/A N/A
65390
pocc
A high-performance MCP server providing AI assistants with read-only access to …
65391
luskB
GeoScholar Claim
A multi-source MCP literature search server for geoscience and well-logging wor…
N/A N/A 95
65392
yesheng-oss
MCP server that connects AI clients to a browser extension for extracting artic…
N/A N/A
65393
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
65394
rsp2k
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
65395
YawLabs
Provides 18 tools for Electron development, including secure IPC scaffolding, s…
65396
basseko
Remote MCP server for Saudi real estate data, giving AI assistants access to 65…
N/A N/A
65397
manfredas370
Enables finding the best-sounding pressing of an album and mood- and taste-base…
65398
ken-grafals
icloud-mcp Claim
MCP server for iCloud integration, enabling management of calendars (CalDAV), c…
65399
JayLathiaTR
Simulates a leave management workflow for employees and managers, including lea…
N/A N/A
65400
sigaihealth
Food logging, nutrition summaries, and meal photo calorie and macro estimates.
Showing 65351–65400 of 66301 servers