MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21001
noemica-io
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any …
C 68 33 72 N/A N/A 25 95
21002
mikusnuz
gsc Claim 1
MCP server for Google Search Console & Indexing API — search analytics, sitemap…
C 68 33 61 N/A N/A 71 75
21003
enuno
unifi-mcp-server Claim 2
An MCP server that leverages official UniFi API
C 68 43 71 37 N/A 87 81
21004
tomdwipo
android-mcp Claim
A lightweight MCP server for Android operating system automation. This server p…
C 68 43 92 31 N/A 44 95
21005
GeiserX
cashpilot-mcp Claim 1
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN…
C 68 33 49 N/A N/A 78 83
21006
eddmann
strava-mcp Claim
MCP server enabling LLMs to interact with the Strava API - activities, segments…
C 68 43 60 63 N/A 50 95
21007
SepineTam
latex-mcp Claim
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
C 68 43 54 56 N/A 71 95
21008
webmoleai
mcp-vibe-checker Claim
Vibe-check your code — personality types, energy ratings, aesthetic suggestions.
C 68 33 66 N/A N/A 34 95
21009
matteoantoci
Exposes various Marketstack API endpoints as MCP tools, providing access to fin…
C 68 44 80 68 30 83
21010
webmoleai
mcp-license-audit Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
C 68 33 66 N/A N/A 34 95
21011
NealZhi
Enables Codex to retrieve the currently selected file, line numbers, and code s…
C 68 33 54 N/A N/A 57 95
21012
symgraph
An MCP extension for Ghidra
C 68 33 50 N/A N/A 62 95
21013
johnbeans
ten Claim
Ten formal algebra for machine intelligence — encode, decode, compose, and veri…
C 68 33 58 N/A N/A 50 95
21014
alansmodic
Connects AI assistants to Pocket Casts accounts for browsing subscriptions, rea…
C 68 33 72 N/A N/A 27 95
21015
JM-404
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
C 68 33 66 N/A N/A 37 95
21016
exp78
telldone Claim
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + App…
C 68 33 58 N/A N/A 73 78
21017
leosepulveda
MCP VTEX Server Claim 1
Enables complete VTEX e-commerce platform integration through natural language,…
C 68 44 78 52 54 81
21018
rohit-kaundal
A Model Context Protocol (MCP) server that provides programmatic access to Digi…
C 68 43 76 37 N/A 62 95
21019
hanley-development
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
C 68 33 72 N/A N/A 25 95
21020
zen-tradings
EIA MCP Server Claim 1
Provides access to U.S. Energy Information Administration (EIA) data, covering …
C 68 44 84 65 24 82
21021
Techmatic-sys
indiamart-mcp-server Claim 1
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
C 68 33 54 N/A N/A 56 95
21022
zimsoft
智睦云打印 Claim
调用官方智睦云打印服务(any.webprinter.cn),支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备,以及分别更新单双面、颜色、份…
C 68 33 54 N/A N/A 56 95
21023
Castaldo-Solutions
mcp-vtenext Claim 1
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update…
C 68 33 57 N/A N/A 52 95
21024
thegridwork
privacy Claim
Audit websites for GDPR, CCPA, and ePrivacy compliance — trackers, consent, and…
C 68 33 66 N/A N/A 37 95
21025
Junwoo-Seo-1998
SSAFY Lunch Menu Claim
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
C 68 33 60 N/A N/A 44 95
21026
arijit-gogoi
mpv-mcp-server Claim
Control mpv media player — playback, playlists, YouTube streaming, and download…
C 68 33 66 N/A N/A 37 95
21027
preangelleo
Enables secure chat-based interaction with PostgreSQL databases through Claude …
C 68 44 70 71 42 81
21028
TemplateFoxPDF
mcp-server Claim 1
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
C 68 33 53 N/A N/A 73 83
21029
Erika05cristina
Sybil MCP Claim
Monitors Notion databases in real-time to detect project risks, such as delayed…
C 68 33 66 N/A N/A 35 95
21030
guillehr2
Excel MCP Server Claim
Enables AI assistants to create, read, write, and manipulate Excel files (.xlsx…
C 68 43 90 22 N/A 56 95
21031
Junwoo-Seo-1998
SSAFY Lunch Menu Claim
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
C 68 33 60 N/A N/A 44 95
21032
stacklok
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
C 68 43 60 43 N/A 85 92
21033
structurizr
structurizr Claim
Structurizr is a "models as code" tool designed for the C4 model.
C 68 33 50 N/A N/A 64 95
21034
AnkleBreaker-Studio
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
C 68 33 54 N/A N/A 56 95
21035
AlexSchardin
mcp-spotify Claim
C 68 33 68 N/A N/A 32 95
21036
txn2
kubefwd Claim
Kubernetes port forwarding for local development with automatic /etc/hosts entr…
C 68 43 60 37 N/A 92 92
21037
l33tdawg
Strapi MCP Server Claim
Provides access to Strapi CMS content through the MCP protocol, allowing users …
C 68 44 92 41 53 77
21038
userFRM
rpg-encoder Claim
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
C 68 43 60 40 N/A 83 95
21039
RekklesNA
ProxmoxMCP-Plus Claim
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster o…
C 68 44 64 71 N/A 55 81
21040
Leekangbum
networklytics-mcp Claim 1
YouTube comment social network analysis (SNA): influencer centrality ranking, c…
C 68 33 72 N/A N/A 27 95
21041
kevinswint
Unified MCP server for iOS development — build, run, screenshot, and interact w…
C 68 33 54 N/A N/A 54 95
21042
shameerampcome
Enables Claude to interact with ServiceNow instances to manage incidents, servi…
C 68 44 72 67 46 81
21043
freshtechbro
Vibe Coder MCP Claim 1
An MCP server that supercharges AI assistants with powerful tools for software …
C 68 44 81 43 63 80
21044
strato-space
media-gen-mcp Claim 3
MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation.
C 68 43 73 72 N/A 55 67
21045
shinzo-labs
shinzo Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
C 68 43 60 72 N/A 38 95
21046
Mavericky007
Enables multiple Claude Code instances to communicate through direct messages a…
C 68 33 66 N/A N/A 35 95
21047
mdfifty50-boop
secure-vault Claim
Encrypted secrets and credential management for agents
C 68 33 64 N/A N/A 37 95
21048
bleugreen
Linear MCP Server Claim
A high-performance HTTP service that bridges Claude Code or other MCP clients w…
C 68 44 78 71 35 77
21049
daedalus
mcp-pymetasploit3 Claim 1
MCP server for Metasploit Framework via pymetasploit3
C 68 33 45 N/A N/A 72 95
21050
NERVsystems
osmmcp Claim
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Mode…
C 68 43 60 46 N/A 77 95
Showing 21001–21050 of 33537 servers
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