MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30053
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31351
jooyoungseo
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
81
31352
joinwell52-AI
FCoP Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
N/A N/A
31353
luckyxpw
Enables access to the CSMAR financial database via MCP, providing tools for que…
31354
do-community
Enables checking domain availability using WHOIS and DNS resolution, with suppo…
31355 N/A N/A 95
31356
aykansal
Enables generating presentations, creating from templates, and managing Gamma r…
31357
icarus-inte01
wiki-mcp Claim
MCP server for managing a personal markdown wiki. Provides search, navigation, …
N/A N/A
31358
alexandria-shai-eden
coverage Claim
81
31359
RuleMesh
compliance Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
31360
dwin-gharibi
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
31361
nick-holmquist
proxmox-mcp Claim
MCP server for full Proxmox VE management - VMs, containers, storage, backups, …
N/A N/A
31362 N/A N/A 95
31363
glaucia86
Enables Claude Desktop to query real-time weather information, forecasts, and h…
31364
thinktraveller
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
95
31365
HoareLea
revit-mcp Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
N/A N/A
31366
ottimis
mcp-query Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
N/A N/A
31367
tonghaoch
An MCP server that indexes your codebase using tree-sitter AST parsing and give…
N/A N/A
31368
afable702
vault-mcp-tools Claim 1
Complete Obsidian vault MCP server. 35 tools: notes, search, graph, tags, canva…
N/A N/A 75
31369
dragonejt
MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…
81
31370
kts982
acli-helper Claim
A multi-agent MCP server that enables AI coding agents (Claude Code, Codex CLI,…
N/A N/A
31371
Paulpey13
Enables natural language interaction with the Labguru laboratory management sys…
31372
maxpopkin
Integrates with ConnectWise Manage API to enable ticket, company, and contact m…
31373
ajramos
mcp-bonusly Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
31374
sbtungd2
cypress-mcp Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
N/A N/A
31375
ak40u
mt4ctl Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
31376
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
31377
fursatdev-tech
Fursat Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
31378
ZethicTech
Plane MCP Claim
Connect Claude to your Plane workspace to manage projects, work items, cycles, …
N/A N/A
31379
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
31380
stellarcompiler
mysql-mcp Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
31381
hkopenai
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
31382
theYahia
jazzcash-mcp Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
31383
sethbang
Unofficial Proton Mail MCP server — send, read, search, and organize email over…
N/A N/A
31384
dugubuyan
agent-nexus Claim
31385
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
N/A N/A
31386
denis911
Manages LinkedIn prospecting CSV files with deduplication and search, reducing …
N/A N/A
31387
axel-belfort
JSON validation API for AI agents. Validate JSON syntax, check against JSON Sch…
N/A N/A 95
31388
PhillypHenning
An MCP server that wraps the ThreeHats Foundry VTT REST API relay so an LLM age…
31389
cloud9charts
Knowi-mcp Claim
Knowi’s MCP server gives AI tools full access to the entire analytics workflow.…
31390
myheisenberg
Enables MySQL database operations through MCP, including executing SQL queries,…
31391
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
31392
simonrueba
Ariadne Claim
Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
N/A N/A
31393
Destiner
faucet-mcp Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
N/A N/A
31394
TerraDharitri
Enables interaction with the DharitrI blockchain including wallet creation, add…
N/A N/A
31395
leesgit
Self-learning macOS automation MCP server that remembers successful patterns an…
N/A N/A
31396
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
N/A N/A
31397
PizzaYx
A Model Context Protocol server for Dify that provides culture-related services…
N/A N/A 95
31398
topcoder-platform
Enables interaction with Topcoder challenges through tools that support authent…
31399
onmyway133
appstore-mcp Claim
Enables searching the App Store, retrieving app details, discovering trending a…
31400
LOCAL2
Enables reading and writing MS Excel data, including values, formulas, sheets, …
N/A N/A
Showing 31351–31400 of 61551 servers
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