MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59701
ErenAri
A stdio-based MCP server for fast, bounded search and navigation of large code …
N/A N/A
59702
tylerjhayden
Model Context Protocol (MCP) server implementation demonstrating production-rea…
59703
pranavkakde
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
N/A N/A
59704
coze-dev
A Model Context Protocol server that provides Coze resources and tools for mana…
59705
sebastianall1977
gmail-mcp1 Claim
N/A N/A 95
59706
JosiahSiegel
An MCP server that lets host-side Claude Cowork dispatch work into Claude Code …
N/A N/A
59707
clareliguori
Model Context Protocol server to look up domain names and IPs using RDAP.
59708
florian-priegnitz
A-Eyes Claim
MCP server enabling Claude Code to capture screenshots of Windows applications …
N/A N/A
59709
AI-powered Amazon ECS workload management
N/A N/A 81
59710
ursaayush
Ableton MCP Claim
Enables full control of Ableton Live from AI assistants, including transport, t…
N/A N/A
59711
WYHEF
Enables real-time weather queries for global cities via natural language, with …
N/A N/A
59712
devinoldenburg
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
N/A N/A
59713
telemetryflow
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
N/A N/A
59714
lixiaowww
veragent-mcp Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
59715
esaghapour
Demonstrates building an MCP server with Python, exposing tools like web search…
59716
sriram-mk1
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
N/A N/A
59717
scopecraft
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
N/A N/A
59718
inconceivablelabs
Enables search, content creation, weblink saving, and knowledge base analysis w…
59719
vibesecurity
VS2908 Claim
N/A N/A 95
59720
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
N/A N/A
59721
belgrano9
Enables querying Renfe train schedules, checking prices, and finding stations a…
59722
haqops
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
59723
Eklps
Allows AI assistants to deploy static frontend directories to Surge.sh via a si…
N/A N/A
59724
JakLiao
MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, …
N/A N/A
59725
FishyF1sh
claude-plane Claim
MCP server and automation watcher for Plane project management, enabling Claude…
59726
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
59727
Pizone-ai
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
59728
githru
# Githru MCP Server <p align="center"> <strong>A powerful Model Context Prot…
N/A N/A 95
59729
yasiraquil
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
N/A N/A
59730
DataDawn-org
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
59731
ali-commits
tlgrm Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
N/A N/A
59732
AbhayVarkad
An MCP server for checking architectural designs against Vastu principles, inte…
59733
ghostsecurity
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
59734
abhich2507
Enables GEANT4 particle physics simulations via Claude Desktop, allowing config…
N/A N/A
59735
markswendsen-code
MCP server for Marriott Hotels that enables AI agents to search hotels, manage …
N/A N/A
59736
NannaOlympicBroadcast
Enables interaction with the WeKnora knowledge management API, including tenant…
59737
ctera
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
59738
Pullagura55
Enables Claude to perform file operations, retrieve system information, run cal…
N/A N/A
59739
TLDart
EUVD-MCP Claim
MCP server for the European Union Vulnerability Database (EUVD) maintained by E…
59740
stackcurious
An MCP server that gives AI agents access to RevenueCat's Charts & Metrics API.…
59741
Yeom
Exposes overseas and domestic macro/market statistics as MCP tools, including m…
59742
seed-drill
MCP server for memory storage, encryption, search, and group sharing, used by C…
N/A N/A
59743
nemesiscodex
Pulse Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
N/A N/A
59744
stackblaze
Enables AI assistants to interact with OpenSearch clusters for searching indice…
59745
stackblaze
Enables SQL query execution on ClickHouse databases with per-request connection…
59746
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
59747
hanzala-sohrab
Enables natural language interaction with MySQL databases through MCP, supporti…
59748
INGV
An MCP server for querying the FDSN Web Service Event APIs of multiple seismolo…
N/A N/A
59749
eren0315
nano-pdf-mcp Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
N/A N/A
59750
stackblaze
rabbitmq-mcp Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
Showing 59701–59750 of 59785 servers