MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30382
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61351
TadMSTR
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
N/A N/A
61352
topcoder-platform
Enables interaction with Topcoder challenges through tools that support authent…
61353
wehomemove
homedata-mcp Claim
Enables AI assistants to query UK property data including EPCs, sale history, p…
61354
zachvp
Enables Claude Code to search and retrieve past chat history from Claude.ai exp…
N/A N/A
61355
lucascortazz
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
N/A N/A
61356
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
N/A N/A
61357
hshintelligence
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
61358
AlejandroLaraPolanco
Enables AI assistants to interact with Odoo ERP systems through natural languag…
81
61359
filhocf
A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
61360
xTr161
Enables developers to generate structured software documentation including user…
N/A N/A
61361
DerechoVirtual
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
61362
andhit-r
wikijs-mcp Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
61363
yigithanyucedag
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
61364
megaease
Enables middleware management, information checking, backups, and node-level op…
61365
FujiwaraChoki
Enables AI assistants to read, send, search, reply to, and delete emails direct…
N/A N/A
61366
LufeMC
Kaval Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
N/A N/A
61367
HrochJiri
mcp-memory Claim
Enables MCP clients like Cursor and Claude to remember user preferences and inf…
61368
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
N/A N/A 61
61369
Perufitlife
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
61370
globus
globus-mcp Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
61371
Nolaan
Enables AI agents to manage VPN infrastructure through provisioning, lifecycle …
N/A N/A
61372
Mbogdan95
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
N/A N/A
61373
memosr
base-gas-mcp Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
61374
sepfazeli
An MCP server that lets you log and query your own spending through natural con…
N/A N/A
61375
MauroDruwel
Connect Claude and other MCP clients to your Smartschool account to ask about g…
61376
mhmdibrahimm
Enables AI agents to request human actions or decisions by opening a local brow…
N/A N/A
61377
furkankoykiran
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
61378
inncode-io
Enables interaction with the Argentine judiciary system (SAC - Justicia Cordoba…
N/A N/A
61379
namdzmaso02
Enables AI agents to interact with Metricool API for social media metrics, camp…
61380
haruhi2ux
An MCP server that enables AI agents to automate browser interactions using Pla…
61381
GautamVhavle
Enables natural language interaction with JSON files, providing tools to load, …
N/A N/A
61382
l0kifs
Analyzes Python project structure by exploring directory trees, extracting outl…
N/A N/A
61383
liuboacean
Production-grade multi-agent communication infrastructure with real-time messag…
N/A N/A
61384
gigimento
Enables AI assistants to interact with SQL Server databases through tools for c…
N/A N/A
61385
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
61386
aryashahprog
Event discovery based on your actual schedule, location, and who's free -- deli…
61387
BenMousaAmine
mcp-tldr Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
N/A N/A
61388
amir89hamzah
Provides MCP tools for web page scanning, data extraction, local storage, markd…
N/A N/A
61389
AlfrescoLabs
A minimal MCP server for Alfresco providing tools via the Alfresco REST API, wi…
61390
isakskogstad
Provides AI assistants access to over 5,000 OECD economic and statistical datas…
61391
groundlight
Enables natural language interaction with Groundlight to create and manage comp…
61392
hktari
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
N/A N/A
61393
michaelkrauty
mcp-notes Claim
Personal knowledge management server with note CRUD, semantic search, git versi…
N/A N/A
61394
evekeen
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
61395
tuhinmallick
A template for creating custom MCP servers in Python using uv, with integration…
N/A N/A
61396
justinhaaheim
A Model Context Protocol (MCP) server that integrates Apple Reminders with Clau…
N/A N/A
61397
isaac-dev0
hello-world Claim
A minimal MCP server deployable to Volken that exposes echo, add, and current_t…
61398
rfbatista
MCP server for managing product documentation as markdown files. Supports creat…
N/A N/A
61399
Edward-Zion-Saji
noggin Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
N/A N/A
61400
Rumblingb
Enables agents to post tasks, bid on work, manage escrow payments, confirm comp…
N/A N/A
Showing 61351–61400 of 64186 servers