MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58351
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
58352
ratho13
MCP server for Aidoo fitness studio management software, enabling access to mem…
N/A N/A
58353
tomoharu-hayashi
Provides AI agents with a learning-based knowledge management system that store…
81
58354
fluyeporlaweb
Search viral content on X/Twitter, analyze any account, get trending topics by …
58355
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
58356
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
58357
stanic-mah
BridgeDesk Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
58358
jaij52
A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
N/A N/A
58359
ppl-ai
perplexity-ask Claim
Connector for Perplexity API, to enable real-time, web-wide research.
86
58360
Thaylo
astrograph Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
N/A N/A
58361
aiven-open
Aiven MCP Claim
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all fro…
58362
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
N/A N/A
58363
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
58364
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
58365
huangmy157
shopify Claim
N/A N/A 95
58366
vanppsa
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
58367
ACSGenUI
A configurable MCP server that enables creating custom analysis tools through J…
N/A N/A
58368
nizkl89
Enables AI-assisted security assessments by scanning URLs for SQL injection vul…
N/A N/A 95
58369
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
58370
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
58371
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
58372
BauplanLabs
Enables AI assistants to interact with Bauplan lakehouse operations, including …
58373
CallZero-ai
Enables AI assistants to make phone calls via CallZero service, with tools for …
N/A N/A
58374
miloira
Enables AI assistants to search local files on Windows using the Everything sea…
N/A N/A
58375
joseairosa
Recall Claim
Provides persistent, cross-session memory for AI agents, allowing them to store…
58376
lab-dados
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
58377
MAX208V
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
58378
CooperCyberCoffee
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
N/A N/A
58379
backsoul
mcp-n8n Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
N/A N/A
58380
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
58381
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
58382
richashworth
tlaplus-mcp Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
N/A N/A
58383
AiraAlfredSF
An MCP server that provides CLI coding agents with persistent decision memory, …
58384
ninemindai
weather-mcp Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
58385
DionBenFernandes-Dev
Enables arithmetic operations (add, subtract, multiply, divide) through a custo…
58386
IntelligentElectron
This MCP server enables AI agents to understand and analyze electrical schemati…
N/A N/A
58387
xiaoyx996
gaode Claim
N/A N/A 95
58388
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
N/A N/A 95
58389
AlexanderWillner
things-mcp Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
N/A N/A
58390
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
58391
atomlong
mcp-searxng Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
58392
mpawlikcreatio
A Node.js MCP server that enables LLM tools to list and read local guide and pr…
N/A N/A
58393
N3N-Seoul
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
N/A N/A 95
58394
tubone24
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
N/A N/A
58395
OctHex2016
Enables Hong Kong address lookup and correction using government data, with fuz…
N/A N/A
58396
BACH-AI-Tools
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn pro…
N/A N/A
58397
AiAgentKarl
Enables AI agents to connect and interact with common business platforms like S…
58398
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
58399
hydavinci
Provide accurate and up-to-date weather information for any city or region worl…
N/A N/A 95
58400
udjin-labs
mnemostack Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
N/A N/A 95
Showing 58351–58400 of 58579 servers