MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48651
chldu2000
Enables Android device control via ADB and scrcpy, including device management,…
N/A N/A
48652
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
48653
sjgant80-hub
MCP server for the foldkit SDK that exposes 7-prime spine, 7 κ-bands, and 6 fol…
48654
sjgant80-hub
wishwood-mcp Claim 1
MCP server for foldkit that exposes tools and resources for 7-prime spine foldi…
N/A N/A 95
48655
Levi-31
Enables managing personal expenses, budgets, and financial summaries through na…
48656
Mingzhu3377
An MCP server that automatically scans project directories, extracts routes and…
N/A N/A
48657
aicontentdrop
Browse 35+ AI video and image models with credit costs, and generate video with…
48658
ruminaider
Enables SQL query sanitization by rewriting queries at the AST level to prevent…
48659
jupyter-ai-contrib
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
N/A N/A
48660
SaeidSec
Enables AI assistants to access real-time threat intelligence, malware sample m…
N/A N/A
48661
Vinayreddy18
Windows-MCP Claim
A lightweight MCP server that enables AI agents to seamlessly integrate with Wi…
48662
xiaqijun
AF_MCP Claim
Enables automated device blocking and unblocking operations with authentication…
N/A N/A
48663
mandalazenwave
fillin Claim
81
48664
burademirung
AI-security knowledge as MCP: standards-mapped tools (OWASP, NIST, MITRE) for A…
48665
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
81
48666
icdmkg2
Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
N/A N/A
48667
amyzlp
A full-stack API automation testing server that parses OpenAPI/Swagger/Postman/…
N/A N/A
48668
Kisekixy
Provides real-time weather data for Chinese cities and global locations via wtt…
48669
box7e7
mcp-notify Claim
Sends push notifications from AI assistants to your mobile device. Supports Cla…
48670
YawLabs
Enables npm registry operations from MCP clients like Claude Code and Cursor, w…
N/A N/A
48671
Godzilla675
Enables interaction with Google Jules API to automate software development task…
48672
tejasvinu
mcp-slurm Claim
Enables AI assistants to manage SLURM HPC clusters via SSH. Supports job submis…
48673
n-qber
Enables AI agents to interact with Overleaf projects directly, including creati…
48674
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
81
48675
leonardsellem
hypermnesic Claim
Git-first memory for AI agents: Markdown files are truth, the index is disposab…
48676
MiV1N
Enables running an OpenAI-compatible vision-language model on local images with…
N/A N/A
48677
DonMul
Enables natural language querying of SQL databases using AI, supporting multipl…
48678
samarthanalytics-sj
Production-grade MCP server for the Google Tag Manager API v2 with read-only GA…
48679
LeonTing1010
Tap Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
81
48680
lazymac2x
Cloudflare Workers MCP server: ai-guardrails
48681
Adessoadesso
MCP server for Panoramic Ireland tours. Discover, check availability, and creat…
N/A N/A 95
48682
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
48683
limehawk
Enables fetching Google Maps reviews and place info without authentication by u…
N/A N/A
48684
pauliowest
Enables management of email campaigns, subscribers, lists, segments, journeys, …
48685
EpykLab
s3-mcp Claim
MCP server for AWS S3 and compatible object stores, enabling LLM clients to bro…
48686
bomomoQWQ
Enables searching and downloading PornHub videos via MCP tools with stealth ant…
48687
hlebtkachenko
admtools Claim
MCP server for managing domains, DNS records, email mailboxes, and billing on t…
N/A N/A
48688
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
48689
ivanostanin
Lucius Claim
An MCP server for Allure TestOps that enables AI agents to manage test cases, d…
48690
JayLiuMLP
A Python FastMCP server for incident management and analysis, providing tools f…
48691
NicolasAEV
Multi-stack scaffolding engine for generating production-ready module structure…
N/A N/A
48692
wondeks
Allows MCP clients like Claude Desktop or Cursor to perform Unity Editor action…
N/A N/A
48693
patrickking67
MCP server that connects Clio Manage to Claude via OAuth, enabling law firm man…
48694
pvsmark
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
N/A N/A
48695
sketch-hq
Sketch MCP Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
N/A N/A
48696
delorenj
Enables AI agents to interact with and debug Tauri desktop applications, provid…
N/A N/A
48697
mydream1208
Enables AI clients like Claude Code to perform stock price queries and trading …
N/A N/A
48698
chris-paton
Search and book luxury villa rentals across Europe with real-time availability …
48699
andygruening
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
N/A N/A
48700
tubone24
Enables AI-driven MIDI composition with chord name support, interactive piano-r…
Showing 48651–48700 of 66518 servers
« Prev 1 972 973 974 975 976 1331 Next »