MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31699
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
65801
yamo-protocol
Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
65802
realskyrin
An MCP server that automatically translates Android app string resources to mul…
N/A N/A
65803
fan-67
local-mcp Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
N/A N/A
65804
adelaidasofia
lu Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
N/A N/A
65805
ShunL12324
xhs-mcp Claim
小红书 MCP 服务器,使 AI 助手能够搜索、浏览、发布和互动小红书内容,支持多账号管理与自动浏览。
N/A N/A
65806
fastmcp-me
An MCP server that enables users to interact with Apache Doris databases throug…
65807
sKumaraguru
Enables Bob AI to access and analyze Cloudability Savings Automation assessment…
65808
TrivCodez
Enables AI assistants to manage Docker containers and Kubernetes resources thro…
65809
bradford-tech
Fetches npm package READMEs, metadata, and search results for MCP-compatible AI…
65810
CzSadykov
Connects AI assistants to Jira Service Management instances, providing 40 tools…
65811
RawKnuck
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
N/A N/A
65812
ktg-motive
A remote MCP server that provides tools for getting the current time in differe…
N/A N/A
65813
borgels
Enables managing Corpay One accounts-payable workflows including expense listin…
65814
Fuyuki0
Capture a web source, or seal a hash you hold, into a signed receipt anyone can…
65815
mirabilitum
SkillStrata Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
N/A N/A
65816
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
65817
vinkius-labs
The official Model Context Protocol adapter for Salesforce Commerce Cloud (B2C)…
65818
codinghaven
mrmarket.ai Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
65819
squirrelscan
squirrelscan Claim
Website QA for your coding agent: audit SEO, performance, security, accessibili…
65820
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
65821
Yenn503
NoctisAI Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
81
65822
aresyn
Durable MCP control plane for long-running Codex Desktop tasks.
N/A N/A
65823
cyanheads
Find air-quality stations and read pollutant observations from government monit…
65824
bsmnyk
An MCP server for generating HTML presentation slides from Markdown content usi…
81
65825
project-nomos
An MCP server that enables AI agents to read and write Slack messages as the us…
N/A N/A
65826
nickymitnick
MCP server for Probo print-on-demand — search products, configure orders, track…
N/A N/A 83
65827
anupriya-babbar
MCP server that serves help articles to tenants with tenant isolation, enabling…
65828
cloudpepper
CloudPepper Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
65829
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
65830
SandraK82
Wisdom MCP Claim
MCP server enabling AI agents to participate in the Wisdom Network. Provides to…
N/A N/A 95
65831
lazymac2x
Cloudflare Workers MCP server: email-validator
65832
gcorroto
MCP server for semantic code indexing using vector embeddings, enabling AI agen…
N/A N/A
65833
88plug
Controls a Linux host through structured interfaces like systemd, journald, and…
N/A N/A
65834
geerdwedda-create
Provides AI agents with trust scoring and reputation management capabilities fo…
81
65835
nmassi
glyphs-mcp Claim
MCP bridge for AI-assisted type design in GlyphsApp. Lets Claude, Cursor, or an…
N/A N/A 95
65836
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
65837
zhitongblog
Unterm Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
N/A N/A
65838
yigitkonur
Enables AI assistants to perform comprehensive research by searching Google, mi…
81
65839
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
65840
microhenrio
Debug microcontrollers directly from Claude. This is an MCP server that drives …
N/A N/A
65841
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
N/A N/A
65842
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
N/A N/A
65843
raj123ritesh-ai
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
65844
lomartins
Cadence Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
N/A N/A
65845
VonderVuflya
yggdrasil Claim
One shared, durable memory for your AI coding agents — local-first, zero-depend…
N/A N/A
65846
Liangbiaoyong
MCP server that exposes local Python scripts as tools for AI clients (e.g. Clau…
N/A N/A
65847
shadabbi
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
N/A N/A 95
65848
fireflyfabs
498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…
81
65849
mpeciakk
warframe-mcp Claim
Provides AI assistants with real-time access to Warframe game data including wo…
65850
shyn-labs
shyn Claim
Local-first ambient memory for your Mac — pages, meetings, notes, encrypted on-…
N/A N/A
Showing 65801–65850 of 66291 servers