MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34551
lazymac2x
Cloudflare Workers MCP server: ai-model-router
34552
Bit-Aura
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
N/A N/A
34553
gredevelopment
arca-mcp Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
N/A N/A
34554
luxiaolei
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
N/A N/A
34555
wawimundo
Enables an AI assistant to send and read Viber messages by automating the Viber…
N/A N/A 95
34556
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
34557
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
34558
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
34559
gabe-almeida
An MCP server for programmatic management of Meta (Facebook/Instagram) advertis…
34560
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
34561
AstraBert
scpr Claim
A web scraping CLI tool that converts web pages to markdown and also runs as an…
N/A N/A
34562
bighadj22
Enables searching and displaying high-quality, royalty-free photos from Pexels …
34563
HydroChlorix
MCP server for interacting with Google Drive using a service account, restricte…
N/A N/A
34564
eddiedotdev
actiongate Claim
Pre-execution safety layer for autonomous agent wallets. Risk scoring, transact…
34565
Jtuppack
Provides tools to search and enrich people and companies, retrieve job postings…
N/A N/A
34566
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
N/A N/A
34567
DavidLMS
Enables AI agents to record and retrieve learning activities through xAPI-compl…
34568
wolog1
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
N/A N/A
34569
CSOAI-ORG
insurance-verification-mcp MCP server by MEOK AI Labs
N/A N/A
34570
KaushalprajapatiKP
Enables notes management, weather and news search, document ingestion and RAG-b…
34571
nhayes263
skool-mcp Claim
MCP server for Skool.com communities. Enables listing/approving members, postin…
34572
applogico
blipr-mcp Claim
Enables AI agents to send push alerts to your phone via Blipr, useful for notif…
34573
billyhargroveofficial
tggroupMCP Claim
Enables interaction with Telegram groups via MTProto, including message retriev…
N/A N/A
34574
Imanity-Software
MCP server that reads Spark profiler files to give accurate Minecraft server tu…
N/A N/A
34575
lbruton
Enables Claude to index and retrieve context from codebases using self-hosted M…
N/A N/A
34576
Launchery
max-docs Claim
Provides comprehensive documentation for MAX Platform, including Bot API endpoi…
N/A N/A
34577
maleshep
Scoop Claim
Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
N/A N/A
34578
dinglebear-ai
Unraid MCP Claim
MCP server for Unraid API — provides tools to interact with an Unraid server's …
N/A N/A
34579
Axolotlpi
Self-hostable MCP server that gives Claude tools to run shell scripts and read …
N/A N/A
34580
cmudrc
tigl-mcp Claim
Provides MCP tools for CPACS-oriented TiGL workflows, enabling lifecycle manage…
34581
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
34582 N/A N/A 95
34583
alexkess
MCP server for Publer social media management API, enabling AI assistants to sc…
34584
YogiboKorea
A Node.js MCP server example with user management, task management, and calcula…
34585
YehudRaanan
A local Ollama-backed MCP server that gives coding assistants a portable photo-…
N/A N/A
34586
disasm-dev
Enables AI assistants to generate DataDome and Incapsula clearance tokens witho…
34587
souhailmerroun-recyclebin
mcp-browser Claim
Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
N/A N/A
34588
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
34589
gustavolira
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
N/A N/A
34590
geraldo96
finwatch-mcp Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
N/A N/A
34591
Noche-Creativa
Enables to interact with Zoho Campaigns API v1.1, supporting OAuth2 authenticat…
34592
gulshatik
A memory management MCP server that stores and retrieves key-value data with na…
N/A N/A
34593
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
34594
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
34595
ywatanabe1989
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
34596 N/A N/A 95
34597
Savirinc
unfragile Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
N/A N/A
34598
lemahq
lema Claim
Your coding agent can read the code. It can't read the argument behind it. lema…
34599
harholinsky
Manilo Claim
Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-com…
34600
XxYouDeaDPunKxX
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
N/A N/A
Showing 34551–34600 of 66549 servers
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