MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52751
salus-ryan
Virtualize Claim
Free, cross-platform VM orchestration for AI workflows with built-in MCP integr…
N/A N/A
52752
DaiShuaishuai
Enables PowerPoint presentation generation and uploading to MinIO storage, retu…
52753
LokiMCPUniverse
Integrates GitLab with GenAI applications via the Model Context Protocol, enabl…
52754
abhishek2f24
SIFTAgent Claim
An MCP server that transforms Claude Code into an autonomous DFIR analyst by pr…
N/A N/A
52755 N/A N/A 95
52756
trwilcoxson
memora-mcp Claim
Provides persistent, semantic, cross-session memory for coding agents, backed b…
N/A N/A
52757
imranshareefshaik
my-first-mcp Claim
A local MCP server that connects Claude Desktop to execute custom local code, s…
N/A N/A
52758
essoen
Enables AI assistants to search, browse, and manage your Pocket Casts podcast l…
52759
ab300819
codex-mcp Claim
A MCP server that enables Claude Code to delegate coding tasks to Codex via the…
N/A N/A
52760
atomno-mcp
MCP server for Russian government procurement data that enables AI assistants t…
52761
data-mindset
Enables generation of 25+ types of charts and data visualizations using AntV, i…
81
52762
subhubapps
lasso Claim
Run your OneLasso partnership program from your AI assistant: leads, partners, …
52763
optimusbasti
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
81
52764
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
52765
TypeWhisper
Connects to the TypeWhisper macOS app to let coding agents transcribe local fil…
N/A N/A
52766
B4N1-com
B4n1Web Claim
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-pla…
N/A N/A
52767
Rafitis
A Model Context Protocol (MCP) server that provides a bridge between MCP-compat…
52768
junju523
jp-pint-mcp Claim
jp-pint-mcp
52769
bcdxc
Provides image understanding capabilities to coding models without vision suppo…
81
52770
salviz
Provides 240 tools for managing Google Workspace services including Gmail, Driv…
81
52771
hoon
brave-search Claim
N/A N/A 95
52772
Feralex3109
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
N/A N/A
52773
Poghappy
aloha Claim
N/A N/A 95
52774
abhinandanmishra1
Fetches GitHub PR comments and intelligently applies fixes directly in workspac…
N/A N/A
52775
shyamgsundhar
An AI-powered travel planning assistant that fetches live weather, generates pa…
52776
halim-23
Enables AI assistants to interact with Jira and Confluence via natural language…
52777
thesuperRL
An MCP server that enables checking GitHub and Codeberg PR reviews, change requ…
52778
monirul8888
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
N/A N/A
52779
Zulaxy
Enables AI coding agents to perform semantic code search locally, finding code …
N/A N/A
52780
devkindhq
machship-mcp Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
52781
satviksinha
MCP server for executing code in various languages via the Codaveri API.
52782
afrotools
Provides AI agents with structured, verified specs for African APIs like Wave a…
52783
Fauxetine
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
N/A N/A
52784
citw2
Provides non-custodial, post-quantum encrypted memory for AI agents, enabling p…
52785
tboard2008
tutorial Claim
N/A N/A 95
52786
isaganiesteron
Enables LLMs to interact with the Google Ads API through the Model Context Prot…
N/A N/A
52787
Ringosystems
MCP server for Veeam Backup for Microsoft 365: read-only review + gated, audite…
N/A N/A
52788
harlley
Enables to manage Storyblok components through natural language descriptions, i…
52789
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
81
52790
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
N/A N/A
52791
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
52792
unriddleautomation
xpoz Claim
N/A N/A 95
52793
gab61201
MCP server for NTUT iSchool+ that enables AI to query course schedules, syllabi…
N/A N/A
52794
MSNP1381
Enables searching, reading, and appending change notes in an Obsidian vault thr…
N/A N/A
52795
ashybulakstroy
yt-feed-mcp Claim
Enables AI assistants to list YouTube subscriptions and unsubscribe from all or…
N/A N/A
52796
lobsterclause
UnifiyMe Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
N/A N/A
52797
tom-pettit
text2animate Claim
Turns plain-language descriptions into animated SVGs with a live preview and co…
N/A N/A
52798
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
52799
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
N/A N/A
52800
nick-timms
mcp-server Claim
AI-powered email & WhatsApp for teams — manage your shared inbox from Claude, C…
N/A N/A
Showing 52751–52800 of 66502 servers