MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45901
MagicTurtle-s
A transparent message ferry between Claude Desktop and Claude Code CLI, enablin…
N/A N/A
45902
William-An
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
N/A N/A
45903
mnbro
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
45904
GoVanAI
mem-graph Claim
Graph-relational memory MCP server for persistent LLM memory, featuring wikilin…
N/A N/A
45905
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
45906
fliq-sh
@fliq/mcp Claim
Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…
45907
keyhr
utol-mcp Claim
Enables users to interact with the University of Tokyo's UTOL learning manageme…
N/A N/A
45908
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
45909
the-safeguard-ai
Enables AI agents to scan, redact, and govern sensitive data before sending it …
45910
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
45911
LokiMCPUniverse
A Model Context Protocol (MCP) server that exposes the Rancher Manager v2.x API…
45912
evalops
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
45913
ChacheGS
mulchd Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
45914
sparsh-gaurav
youtube-mcp Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
45915
jarviscodes
Enables Claude to fetch RSS feeds and post messages to a self-hosted Mattermost…
45916
yasg1988
MCP server that integrates with the transport12 API to provide tools for search…
45917
MartinCley
Generates formatted Excel (.xlsx) files from user requests and deposits them in…
45918
dpaul20
QAcito Claim
Autonomous QA platform powered by Claude + Playwright that allows AI to write, …
N/A N/A
45919
Eyalm321
jlcpcb-mcp Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
N/A N/A
45920
Yurich-ru
mcp-sessions Claim
Search and browse Claude Code conversation history across all your projects.
N/A N/A
45921
offdutysorcerer-code
ProjectsMCP Claim
A plugin-based MCP platform providing tools for project file management, Git op…
N/A N/A
45922
maxime-fromentin
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
N/A N/A
45923
thehesiod
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
N/A N/A
45924
aspose-words
Aspose.Words MCP is a FastMCP-based MCP server built on top of Aspose.Words for…
N/A N/A
45925
arnstarn
Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS R…
45926
maximbilan
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
N/A N/A
45927
jordanvalnet
A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…
45928
cerase-ai
A tasks and projects board MCP server for agents, providing create, list, and s…
45929
Momosasu
MCP server providing SQL access to a CloudSigma OmniFabric database (MatrixOne-…
45930
tylernford
obsidian-mcp Claim
MCP server running inside Obsidian that provides AI assistants with native acce…
N/A N/A
45931
asciimoo
hister Claim
Your own search engine
N/A N/A
45932
advaitgore
AgentPay Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
45933
breca
mcp-codemap Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
N/A N/A
45934
JoseLuis21
MCP server for querying Chilean electronic invoicing data via the IntegraDTE AP…
N/A N/A
45935
AJBogo9
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
N/A N/A
45936
jhlee0409
High-performance MCP server for OpenAPI specifications that parses specs, diffs…
N/A N/A
45937
dequive
MCP server for real-time access to Mozambican legislation, enabling search, sta…
45938
philtzjp
A Cypher-style MCP server that enables AI agents to query and edit an Ableton L…
N/A N/A
45939
gabogabucho
ACDP Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
45940
AlexandreCalvet
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
81
45941
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
N/A N/A
45942
Orpheus-K
symbiopulse Claim
SymbioPulse is an MCP-first context layer for AI coding agents that builds pers…
N/A N/A 95
45943
li3jia4hao5-hue
jc-mcp Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
45944
Lexus2016
Provides persistent, local-first memory with knowledge graph and hybrid search …
N/A N/A
45945
Shin-sibainu
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
45946
Elraian
mcpvault Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
N/A N/A
45947
MaybeLOL
Captures live conversation snapshots every 5 prompts and provides semantic reca…
N/A N/A
45948
Clickdzpro1
Supercharges any Notion workspace with an AI chatbot and MCP server, enabling n…
N/A N/A
45949
Anjani27
Enables AI assistants to search, filter, and extract job listings from LinkedIn…
45950
dutchbase
Provides AI agents with tools to convert images between formats and inspect ima…
N/A N/A
Showing 45901–45950 of 66518 servers
« Prev 1 917 918 919 920 921 1331 Next »