MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54351
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
54352
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
54353
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
54354
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
54355
zjandrew
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
N/A N/A
54356
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
54357
bughide011
test111
N/A N/A 95
54358
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
54359
ZHANG-923-ZE
origin-MCP Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
N/A N/A
54360
felipemarcon-TTI
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
54361
hnizdiljan
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
54362
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
54363
damagethundercat
PureData-MCP Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
N/A N/A
54364
dasunmihiranga
An MCP server that automates code review by providing syntax checking, code exp…
54365
mdowis
anansi Claim
A self-healing web scraper built for hostile sites: selectors repair themselves…
N/A N/A
54366
consumeobeydie
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
54367
AnnasMazhar
pyspark-mcp Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
N/A N/A
54368
faizbawa
MCP server giving AI agents full SSH access with persistent sessions, structure…
54369
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
54370
vladimir
software3 Claim
N/A N/A 95
54371
cargoffer
Freight marketplace MCP server for European road logistics. Search and manage f…
54372
adithya1012
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
54373
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
N/A N/A
54374
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
54375
pinnedai
pinnedai-mcp Claim
Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…
N/A N/A
54376
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
54377
olegzhr
Simulates security attacks by providing LLM attack test payloads to validate Mo…
54378
ploughran
A mock MCP server for small parcel operations, providing tools to track package…
54379
glassBead-tc
A production-ready MCP server for Airtable that enables programmatic management…
54380
degibug-del
laserbrain Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
N/A N/A
54381
puxu-msft
neighbors Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
N/A N/A
54382
darkelf1004
myproject Claim
N/A N/A 95
54383
tw-haiven
Connects AI tools to your organization's Haiven prompts, allowing seamless acce…
N/A N/A
54384
mattcoatsworth
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
54385
praveenc
Model Context Protocol (MCP) server for web content fetching and extraction. En…
54386
malkreide
MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…
54387
Polly2014
An MCP server that intelligently splits large pull requests into multiple small…
N/A N/A
54388
Hesccc
Enables AI models to safely execute pre-defined Linux shell commands with a whi…
N/A N/A
54389
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
54390
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
54391
huangmy157
shopify Claim
N/A N/A 95
54392
vanppsa
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
54393
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
54394
Thaylo
astrograph Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
N/A N/A
54395
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
54396
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
54397
miloira
Enables AI assistants to search local files on Windows using the Everything sea…
N/A N/A
54398
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
54399
MAX208V
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
54400
CooperCyberCoffee
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
N/A N/A
Showing 54351–54400 of 54421 servers