MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62651
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
62652
lucascortazz
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
N/A N/A
62653
TadMSTR
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
N/A N/A
62654
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
N/A N/A
62655
NikitaMurugov
yonote-mcp Claim
MCP server for managing Yonote workspace, providing 56 tools for documents, col…
62656
LOCAL2
Enables reading and writing MS Excel data, including values, formulas, sheets, …
N/A N/A
62657
topcoder-platform
Enables interaction with Topcoder challenges through tools that support authent…
62658
zachvp
Enables Claude Code to search and retrieve past chat history from Claude.ai exp…
N/A N/A
62659
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
81
62660
wehomemove
homedata-mcp Claim
Enables AI assistants to query UK property data including EPCs, sale history, p…
62661
2389-research
agent-drugs Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
62662
filhocf
A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
62663
xTr161
Enables developers to generate structured software documentation including user…
N/A N/A
62664
megaease
Enables middleware management, information checking, backups, and node-level op…
62665
sonenta
mcp Claim
MCP server for Sonenta translation management: keys, translations, a11y, and so…
N/A N/A
62666
andhit-r
wikijs-mcp Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
62667
FujiwaraChoki
Enables AI assistants to read, send, search, reply to, and delete emails direct…
N/A N/A
62668
hshintelligence
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
62669
DerechoVirtual
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
62670
yigithanyucedag
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
62671
AlejandroLaraPolanco
Enables AI assistants to interact with Odoo ERP systems through natural languag…
81
62672
memosr
base-gas-mcp Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
62673
sepfazeli
An MCP server that lets you log and query your own spending through natural con…
N/A N/A
62674
Nolaan
Enables AI agents to manage VPN infrastructure through provisioning, lifecycle …
N/A N/A
62675
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
62676
globus
globus-mcp Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
62677
inncode-io
Enables interaction with the Argentine judiciary system (SAC - Justicia Cordoba…
N/A N/A
62678
namdzmaso02
Enables AI agents to interact with Metricool API for social media metrics, camp…
62679
MauroDruwel
Connect Claude and other MCP clients to your Smartschool account to ask about g…
62680
furkankoykiran
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
62681
mhmdibrahimm
Enables AI agents to request human actions or decisions by opening a local brow…
N/A N/A
62682
Mbogdan95
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
N/A N/A
62683
Perufitlife
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
62684
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
62685
amir89hamzah
Provides MCP tools for web page scanning, data extraction, local storage, markd…
N/A N/A
62686
isakskogstad
Provides AI assistants access to over 5,000 OECD economic and statistical datas…
62687
gigimento
Enables AI assistants to interact with SQL Server databases through tools for c…
N/A N/A
62688
GautamVhavle
Enables natural language interaction with JSON files, providing tools to load, …
N/A N/A
62689
groundlight
Enables natural language interaction with Groundlight to create and manage comp…
62690
haruhi2ux
An MCP server that enables AI agents to automate browser interactions using Pla…
62691
aryashahprog
Event discovery based on your actual schedule, location, and who's free -- deli…
62692
l0kifs
Analyzes Python project structure by exploring directory trees, extracting outl…
N/A N/A
62693
liuboacean
Production-grade multi-agent communication infrastructure with real-time messag…
N/A N/A
62694
BenMousaAmine
mcp-tldr Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
N/A N/A
62695
hktari
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
N/A N/A
62696
AlfrescoLabs
A minimal MCP server for Alfresco providing tools via the Alfresco REST API, wi…
62697
pilat
mcp-notify Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
62698
Edward-Zion-Saji
noggin Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
N/A N/A
62699
ChinmayBhattt
A Model Context Protocol (MCP) server that provides US weather forecasts and ac…
62700
evekeen
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
Showing 62651–62700 of 64153 servers