MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62851
jeffereychown-Max
mcp-archive Claim
Provides tools to archive URLs, retrieve clean readable text from Wayback Machi…
62852
plcarmona
mcp-roam Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
N/A N/A
62853
pcmarts
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
N/A N/A
62854
priyanshuchawda
A read-only MCP server for AI coding agents to inspect repositories, audit code…
62855
moltstudios
Lumnix Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
62856
asgard-ai-platform
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
62857
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
81
62858
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
62859
xue20010808
tlocal Claim
N/A N/A 95
62860
kodustech
Kodus OSV Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
N/A N/A 95
62861
thadeu
trello-mcp Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
62862
manueltarouca
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
62863
junter1989k-ai
Vietnam payments for AI agents — MoMo wallet QR, ATM, cards. Zero-setup sandbox…
62864
pipeworx-io
Provides access to Cincinnati open data via the Socrata SODA API, allowing user…
62865
mikeisfree
neo4j Claim
N/A N/A 95
62866
lmcc-dev
An MCP server that enables AI assistants to fetch web content in multiple forma…
N/A N/A
62867
kattatzu
nic-cl Claim
Enables querying .cl domain information from NIC Chile, including recent regist…
62868
MCPForgeHQ
notion-mcp Claim
MCP server for the Notion API with tools for managing pages, databases, content…
62869
jameshgrn
firepass-mcp Claim
MCP server that turns Kimi K2.6 Turbo into an agentic coding assistant with too…
N/A N/A
62870
mustafagoksever
Decompiles Maven dependencies into readable Java source directly inside your AI…
N/A N/A
62871
putaojuju
Enables AI agents to diagnose Windows computer problems safely through a consen…
62872
miniaccountant
Hosted MCP server for Mini Accountant: invoices, expenses, customers, analytics…
62873
vinodborole
okf-kit Claim
Turn any website into a book you agent can read
N/A N/A
62874
sandeep-alluru
BalanceLab Claim
Runaway loop detector for AI token economies — monitors token usage and cost ra…
62875
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
62876
Wally-Ahmed
Lets Claude Code delegate to OpenAI expert models as subagents and provides orc…
62877
Ant-0n3
Connects Claude to Garmin Connect data for personalized running coaching, inclu…
62878
Brand-safe ad, email, product description, and social content production.
N/A N/A 81
62879
ngkienmkqn-wsy8
24htrack-mcp Claim
Universal package tracking for AI agents. Track packages across 30+ carriers in…
81
62880
MaxGhenis
openmessage Claim
MCP server for a local-first messaging workspace that integrates Google Message…
N/A N/A
62881
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
62882
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
62883
puzne2000
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
N/A N/A
62884
lapin7771n
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
62885
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
N/A N/A
62886
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
N/A N/A
62887
CharityDEX
Enables VoiceOS to read and write Discord messages through Composio's DISCORDBO…
62888
sentry-official
mcpcap Claim
A modular MCP server for analyzing PCAP files using protocol-specific analysis …
N/A N/A
62889
zskycode
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
N/A N/A
62890
av151318
AdventedHUD Claim
Turns an LLM agent into a personal planner by providing atomic context (roles, …
62891
tracegazer
clockify-mcp Claim
Clockify time-tracking MCP server: 112 tools across 18 domains (time entries, p…
62892
pipeworx-io
mcp-banxico Claim
Enables querying economic data from Banco de México (Mexico's central bank) via…
62893
alexgenovese
MCP server for WordPress REST API that enables managing posts, pages, media, co…
62894
3M1RY33T
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
N/A N/A
62895
walalabs
MCP plugin that exposes Apple Reminders to a Claude Code agent, enabling creati…
N/A N/A
62896
iflow-mcp
openai-mcp Claim
A versatile MCP server that enables natural language software development tasks…
62897
ashizam
A specialized MCP server that allows AI coding assistants to send direct messag…
62898
tanamurayuuki
Enables web content extraction and Google Search through Google AI Studio's URL…
81
62899
yuppie1949
Provides text-to-speech synthesis using Microsoft Edge's free TTS engine, suppo…
62900
jr
test-id Claim
N/A N/A 95
Showing 62851–62900 of 66447 servers