MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62551
quantacodes
Local MCP proxy for seo-mcp — 39 SEO tools in your AI assistant.
N/A N/A
62552
chuxiaoguo
Enables generating frontend project scaffolding for multiple frameworks (React,…
N/A N/A
62553
NewJerseyStyle
An MCP server for first-order logic theorem proving supporting multiple provers…
N/A N/A
62554
rickoslyder
An AI-powered MCP server for managing Docker infrastructure, enabling creation,…
N/A N/A
62555
TyrenTemp
Provides verified ANZ public holidays, school terms, and business-day calculati…
N/A N/A
62556
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
N/A N/A
62557
pab1it0
Enables AI assistants to query Polymarket prediction markets and analyze market…
62558
kts982
An MCP server that enables AI assistants to interact with SAP GUI for Windows t…
N/A N/A
62559
telnturtle
Enables AI assistants to read and send messages in Google Chat spaces using ser…
N/A N/A
62560
dmeiser
nextdns-mcp Claim
Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
62561
tlubben
Enables AI to create and manage Apache Superset dashboards, including adding ch…
62562
Tire-Rack-Innovation
MCP server for Confluence Cloud that enables searching, reading, managing docum…
62563
thekingoffamily
An MCP server for managing tasks in Cursor IDE, enabling AI agents to create, u…
62564
olederkach
bcdocker Claim
MCP server for managing Business Central Docker containers, enabling AI assista…
N/A N/A
62565
SuZiXunYue
Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, …
N/A N/A
62566
tuanknguyen
Guides agents through structured workflows with predefined steps, allowing for …
N/A N/A
62567
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
N/A N/A
62568
Albo3
Provides calculator, datetime, and note-taking tools for LLMs like Claude via t…
N/A N/A
62569
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
62570
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
N/A N/A
62571
wkzng
Enables extracting metadata from Beatport track URLs, including preview audio, …
N/A N/A
62572
env0
env0 Claim
Enables AI agents to manage environments and access resources on the Env0 platf…
62573
psyb0t
HybridS3 Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
N/A N/A
62574
universal-mcp
Provides a standardized MCP interface for interacting with Twitter's tools and …
62575
openprovider
MCP server for Openprovider.com that enables domain management actions such as …
62576
withLinda
Enables debugging of web applications by connecting Claude to Chrome's develope…
N/A N/A
62577
2389-research
Slack MCP Claim
Enables Slack workspace integration including channel creation, user invites, m…
62578
aaronsb
Enables AI assistants to interact with Azure DevOps entities like projects, rep…
62579
malkreide
MCP server for searching Swiss court decisions from federal and cantonal courts…
62580
ruwadgroup
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
62581
LorenzoLombardi111
MCPVet Claim
Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell…
N/A N/A
62582
johnsnow-nam
MCP server for controlling compatible boards over Bluetooth serial, including D…
N/A N/A
62583
fetchsandbox
mcp Claim
Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.
N/A N/A
62584
eduard256
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
N/A N/A
62585
CerberusTrainer
Enables natural language management of Okta organizations, allowing users to pe…
62586
SandraK82
Wisdom MCP Claim
MCP server enabling AI agents to participate in the Wisdom Network. Provides to…
N/A N/A
62587
boivert
Stage AI MCP Claim
This MCP server replicates how a creative strategist gathers context by expandi…
62588
igtm
launchd-mcp Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
N/A N/A
62589
oceanum-io
Oceanum MCP Claim
Enables AI assistants to search, query, and manage ocean/environmental datasets…
N/A N/A
62590
Leon-Sander
Searches Reddit for answers to questions and saves Q&A sessions to Notion.
N/A N/A
62591
vmos-dev
A multi-user AI group chat server via MCP that lets multiple users' AI agents j…
N/A N/A
62592
0xShaito
A tiny MCP server that lets Claude send Discord direct messages through a bot w…
N/A N/A
62593
CSOAI-ORG
Scam and fraud detection for AI agents. Instant scam check, phishing URL analys…
N/A N/A
62594
talalakkari
agentic-cal Claim
Unified email and calendar management with AI agent, supporting email operation…
62595
jonathanhowell
imap-mcp Claim
Read-only MCP server for IMAP email access, enabling AI agents to read, search,…
N/A N/A
62596
LeonardoRO
galaxus-mcp Claim
Enables AI assistants to search products and retrieve detailed information from…
62597
NoahMcGraw
wave-mcp Claim
Provides 54 tools across 10 categories for Wave Accounting, enabling invoicing,…
62598
geleynse
Gantry Claim
An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
62599
usepopup
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
N/A N/A 83
62600
Zhachory1
A local codebase retrieval tool that indexes a git repository into SQLite and p…
N/A N/A
Showing 62551–62600 of 62662 servers