MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61051
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
— ○ ⏳ — — — — — —
61052
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
— ○ ⏳ — N/A N/A — — —
61053
tsuruokashun08
Enables Japanese business calendar operations such as holiday checking, busines…
— ○ ⏳ — N/A N/A — — —
61054
yogeshsraju-max
zoho-recruit Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
— ○ ⏳ — — — — — —
61055
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
— ○ ⏳ — N/A N/A — — —
61056
erliona
Tunova Claim
Generate music with Suno (v5.5) from any MCP client — async, and billed only on…
— ○ ⏳ — — — — — —
61057
SpaceSorcerer
BioTrax Claim
Unified genomic track, peak, and sequence retrieval tool for ENCODE, ChIP-Atlas…
— ○ ⏳ — N/A N/A — — —
61058
ENG-cpu-bit
Enables interactive control of Blender for 3D scene manipulation, geometry crea…
— ○ ⏳ — N/A N/A — — —
61059
jfim
Enables AI assistants to extract and query Obsidian Tasks from markdown files, …
— ○ ⏳ — N/A N/A — — —
61060
xjthy001
iterm2-agent Claim
MCP server for controlling iTerm2 terminal sessions, enabling screen reading, c…
— ○ ⏳ — N/A N/A — — —
61061
supeng0916-beep
Enables querying private knowledge bases through a modular RAG pipeline with fe…
— ○ ⏳ — N/A N/A — — —
61062
cyanheads
Find EV charging stations, detail, and reliability check-ins via the global Ope…
— ○ ⏳ — — — — — —
61063
Shiverion
An MCP-only server for evidence-based EPC tender screening that enables AI agen…
— ○ ⏳ — N/A N/A — — —
61064
MahdiHedhli
ntfy-mcp Claim
Enables AI agents to send push notifications to your phone through ntfy, with b…
— ○ ⏳ — — — — — —
61065
fhyxz1
A unified MCP server for scaffolding project structures across multiple framewo…
— ○ ⏳ — N/A N/A — — —
61066
li3jia4hao5-hue
jc-mcp Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
— ○ ⏳ — — — — — —
61067
mambalabsdev
Finds and verifies work emails on your own provider keys, with real per-provide…
— ○ ⏳ — N/A N/A — — —
61068
Desz01ate
math-mcp Claim
A secure MCP server for evaluating mathematical expressions with grammar valida…
— ○ ⏳ — N/A N/A — — —
61069
Lohithry
divlens Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
— ○ ⏳ — N/A N/A — — —
61070
azwawy
A demo MCP server that provides AI assistants access to live US weather data vi…
— ○ ⏳ — — — — — —
61071
zackpeters93
ugs-mcp Claim
CNC machine control via Universal G-code Sender (GRBL). Jog axes, home, run G-c…
— ○ ⏳ — N/A N/A — — —
61072
jredondo-aden
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
— ○ ⏳ — — — — 81 —
61073
jezweb
Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
— ○ ⏳ — — — — — —
61074
yvesnormandin
Enables Claude Desktop to search the CanLII Canadian legal database and retriev…
— ○ ⏳ — N/A N/A — — —
61075
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
— ○ ⏳ — — — — 81 —
61076
reallygood83
Enables searching and analyzing Korean stocks using Richgo Finance data, includ…
— ○ ⏳ — — — — — —
61077
prmichaelsen
remember-mcp Claim
Multi-tenant memory system MCP server with vector search, relationships, and tr…
— ○ ⏳ — — — — — —
61078
Wakizara
val Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
— ○ ⏳ — N/A N/A — — —
61079
amamparo
ableton-mcp Claim
MCP server for controlling Ableton Live, enabling AI assistants to interact wit…
— ○ ⏳ — N/A N/A — — —
61080
mikealkeal
OScribe Claim
Vision-based desktop automation MCP server that controls any application via sc…
— ○ ⏳ — N/A N/A — — —
61081
matiasvagli
An MCP server for searching flights, hotels, weather, and tourist attractions.
— ○ ⏳ — — — — — —
61082
masaki39
zotero-mcp Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
— ○ ⏳ — N/A N/A — — —
61083
heffrey78
Enables safe shell command execution with configurable directory and command re…
— ○ ⏳ — N/A N/A — — —
61084
bakissation
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
— ○ ⏳ — N/A N/A — — —
61085
pdwi2020
MCP server for executing Python code on CoCalc cloud projects. It enables any M…
— ○ ⏳ — — — — — —
61086
sam-ueckert
AES-256-GCM encrypted local secret storage exposed as MCP tools, with secrets c…
— ○ ⏳ — N/A N/A — 95 —
61087
WebpageFX
Retrieve product details by product number and list all items currently on sale…
— ○ ⏳ — N/A N/A — 95 —
61088
nicecai
SlideMaster Claim
Create AI presentation videos with slides, narration, TTS audio, and MP4 export…
— ○ ⏳ — N/A N/A — 83 —
61089
zfdx123
HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing hist…
— ○ ⏳ — N/A N/A — — —
61090
screensavers-club
Enables Claude to interact with Basecamp API for project and to-do management v…
— ○ ⏳ — N/A N/A — — —
61091
wutong
presidio Claim
— ○ ⏳ — N/A N/A — 95 —
61092
target1m
TraderSpy Claim
AI crypto signals, whale positions, 19 technical indicators, derivatives, scree…
— ○ ⏳ — — — — — —
61093
jeamxn
Automates multi-step login to KT bizmeka EZ portal with RSA encryption, SMS 2-f…
— ○ ⏳ — — — — — —
61094
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
— ○ ⏳ — — — — — —
61095
haoxinm
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
— ○ ⏳ — — — — — —
61096
pavellunev99
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
— ○ ⏳ — — — — — —
61097
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
— ○ ⏳ — — — — — —
61098
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
— ○ ⏳ — — — — — —
61099
Query your local network in plain language: devices, open ports, security findi…
— ○ — N/A N/A — 76 —
61100
thinkneo-ai
8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets …
— ○ ⏳ — — — — — —
Showing 61051–61100 of 69070 servers