MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61101
zachyt
jita-mcp Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
61102
knowingdoing
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
N/A N/A
61103
MCDxAI
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
N/A N/A
61104
masachika-kamada
A simple MCP server that reads local images and returns them as ImageContent fo…
N/A N/A
61105
Web4w3
MCP server for Android device management via ADB, enabling inspection and confi…
N/A N/A
61106
christophejlegros-lgtm
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
61107
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
61108
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
N/A N/A
61109
ccperdst-lab
agent-mem0 Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
N/A N/A
61110
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
61111
dmarsters
Translates heraldic blazon descriptions into structured visual parameters for i…
61112
vaibhavpandeyvpz
tgfmcp Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
N/A N/A
61113
gitByEOS
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
61114
djerok
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
N/A N/A
61115
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
61116
makkoncept
Enables analysis of FitNotes workout data through an LLM, providing insights on…
N/A N/A
61117
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
61118
MiguelAPerez
locus-mcp Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
N/A N/A
61119
zahhar
Zefix MCP Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
61120
ianbaistowdavies-spec
MCP server exposing Elden Ring game data (weapons, spells, talismans, armour) w…
N/A N/A
61121
jukkan
xrm-mcp Claim
A minimal MCP server that gives AI coding agents clean read and write access to…
61122
kenji200056
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
N/A N/A
61123
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
61124
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
61125
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
61126 N/A N/A 95
61127
Tam1379
High-performance server that simplifies access to the USPTO Final Petition Deci…
61128
xiaoshi7915
A versatile MCP server that connects to multiple relational databases (MySQL, P…
N/A N/A
61129
yuplin2333
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
N/A N/A
61130
kira4094
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
61131
fthsrbst
ai-hub Claim
A self-hosted server providing shared memory, RAG document search, project maps…
61132
cybaea
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
61133
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
61134
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
N/A N/A
61135
NIHARDUGADE
A data governance agent that audits PostgreSQL databases through controlled MCP…
N/A N/A
61136
SubQuery-Network
test Claim
N/A N/A 95
61137
McCullonas
MCP server for querying French railway services (SNCF) via the Navitia API, ena…
61138
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
N/A N/A
61139
taherkaraki
MCP server for the Tenable Identity Exposure API, providing 131 tools for compl…
61140
ZilingXie
MCP client for AgentRelay, enabling local Codex agents to communicate with an A…
61141
panxingfeng
基于MCP技术,实现微信聊天记录获取和消息发送的自动化操作,支持获取指定日期的聊天记录、向单个或多个好友发送消息。
N/A N/A
61142
gate
A local MCP server for handling X402 payment-protected HTTP endpoints, offering…
61143
eggyShrimp
Enables browsers to act as MCP servers by relaying tools, resources, and prompt…
61144
SwamiRama
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
61145
yksanjo
Enables AI agents to generate dynamic game background music by analyzing game s…
61146
Lumina-AI-studio
A production-ready MCP server template with OAuth 2.1, RBAC, and audit logging …
61147
Foxhunt
Provides tools to interact with a self-hosted GitLab instance, enabling project…
61148
Zuga-luga
MCP Sentinel Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
61149
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
61150
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
Showing 61101–61150 of 66475 servers