MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63101
WordDirectory
Provide word definition lookups and suggestions for similar words through a sta…
N/A N/A 95
63102
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
N/A N/A
63103
jhansy29
Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, ana…
N/A N/A
63104
Mas-AI-Official
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
63105
OrygnsCode
omnicord Claim
Your AI runs your Discord server: chat, moderation, admin, even building it all…
N/A N/A
63106
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
63107
XJTLUmedia
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
N/A N/A 95
63108
conversoriaecnae
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
63109
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
N/A N/A 95
63110
elmuz
A security-first MCP server that gives AI assistants controlled, safe access to…
N/A N/A
63111
anirban1592
MCP-AWS Claim
Enables AI agents to provision and terminate AWS EC2 instances using natural la…
63112
hlpun
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
63113
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
63114
geoffbelknap
A local MCP server for the LimaCharlie security platform that provides investig…
N/A N/A
63115
israpasos
posthog-mcp Claim
Enables interaction with PostHog analytics platform, allowing users to list pro…
81
63116
LincChad
Novence Claim
Hosted MCP for creating, checking, deploying, and hosting static sites for AI a…
63117
foundrole
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
63118
trianglegrrl
An MCP server that queries 19 package registries (npm, PyPI, crates.io, etc.) t…
63119
ageless-h
Blender MCP Claim 1
MCP server for AI-assisted Blender automation, providing layered tools for perc…
N/A N/A 95
63120
studiolab-dev
gency-mcp Claim
Gency AI product image generation - MCP server for Claude, Codex, Cursor, VS Co…
N/A N/A
63121
pkovitan
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
63122
Yossof0
Exposes a word combination engine with tools to generate permutations and check…
63123
longfin
Provides tools for searching Agent8 game development code examples and system p…
63124
datpaq
DATPAQ Claim
34 production API tools over one hosted MCP endpoint.
63125
lusha-oss
mcp Claim
Lusha MCP server for authorized business profile, usage, and buying-signal insi…
63126
raj123ritesh-ai
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
63127
junter1989k-ai
Brazil NFS-e service invoices for AI agents via Focus NFe and NFe.io. Stateless…
63128
arjunprabhulal
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
63129
julianoczkowski
Enables searching and fetching Claude and Anthropic documentation with intellig…
63130
apix420
apix420 Claim
N/A N/A 95
63131
b3nw
MCP server for Hunter Hydrawise irrigation controllers, exposing the Hydrawise …
63132
othmane-zizi-pro
Provides a set of MCP tools to manage Google Calendar events via natural langua…
N/A N/A
63133
pipeworx-io
mcp-hunter Claim
Wraps the Hunter.io email finder and verification API, enabling email lookup an…
63134
pipeworx-io
mcp-doaj Claim
Enables searching and retrieving open-access journals and articles from the Dir…
63135
sAndreotti
Allows AI clients to list, inspect, and manage n8n workflows.
63136
dishant1901-prog
hr-assist Claim
Automates employee onboarding workflows for HR teams, enabling tasks like data …
N/A N/A
63137
lhseokool
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
63138
toms74209200
mcp-maxima Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
63139
Antmind-ai
Brings Summit's CRO audit insights into coding agents, enabling them to fetch a…
63140
vvzvlad
research-mcp Claim
A stateless MCP server that provides web search, single page reading, and batch…
63141
darkerwork
A comprehensive MCP server plugin for Cocos Creator 3.8+ that enables AI assist…
N/A N/A
63142
rodascaar
A multi-agent business intelligence server for E-commerce that leverages the QU…
N/A N/A
63143
swesmith-repos
Provides controlled access to llms.txt documentation files through MCP tools, a…
81
63144
IsaiahDupree
Connects ChatGPT to your Apple Calendar via a local Mac agent + Vercel relay
63145
LiuHao-1443
Stamp it Claim
An MCP server that adds full-screen text or image watermarks to images with int…
N/A N/A
63146
CSOAI-ORG
MCP server for summarizer ai. Features summarize text, extract key points, gene…
N/A N/A
63147
envigoinnovations
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
63148
cappylab
Recon Claim
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
N/A N/A
63149 N/A N/A 95
63150
MarketcheckHub
Vehicle valuations & market reports for AI assistants. Pay per report, no subsc…
Showing 63101–63150 of 66447 servers