MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63351
takeokunn
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
63352
caffeineworks-ai
mixi-mcp Claim
Enables conducting spatial preference interviews for the MIXI lighting brand vi…
63353
NY5184
An MCP server that performs comprehensive health checks on project dependencies…
N/A N/A
63354
Veedubin
videre-mcp Claim
Bridges vision models to text-only coding models using Florence-2, enabling non…
N/A N/A
63355
tggo
Enables AI assistants to access TemplUI components for building Go applications…
63356
Wimoron
MCP server for tracking LLM costs, setting spending limits, and receiving budge…
N/A N/A
63357
CopperEagle
Agora Claim
A plugin-based MCP coordination server for AI agents, providing chat channels, …
N/A N/A
63358
ankit-roy-0602
Enables AI assistants to create, manage, and interact with Postman collections,…
63359
malkreide
bakom-mcp Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
63360
samaxbytez
MCP server that provides 76 tools for the FreeAgent accounting API, enabling ma…
63361
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
63362
zachyt
jita-mcp Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
63363
knowingdoing
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
N/A N/A
63364
MCDxAI
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
N/A N/A
63365
masachika-kamada
A simple MCP server that reads local images and returns them as ImageContent fo…
N/A N/A
63366
Web4w3
MCP server for Android device management via ADB, enabling inspection and confi…
N/A N/A
63367
christophejlegros-lgtm
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
63368
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
63369
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
N/A N/A
63370
ccperdst-lab
agent-mem0 Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
N/A N/A
63371
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
63372
dmarsters
Translates heraldic blazon descriptions into structured visual parameters for i…
63373
vaibhavpandeyvpz
tgfmcp Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
N/A N/A
63374
gitByEOS
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
63375
djerok
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
N/A N/A
63376
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
63377
makkoncept
Enables analysis of FitNotes workout data through an LLM, providing insights on…
N/A N/A
63378
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
63379
MiguelAPerez
locus-mcp Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
N/A N/A
63380
zahhar
Zefix MCP Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
63381
ianbaistowdavies-spec
MCP server exposing Elden Ring game data (weapons, spells, talismans, armour) w…
N/A N/A
63382
jukkan
xrm-mcp Claim
A minimal MCP server that gives AI coding agents clean read and write access to…
63383
kenji200056
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
N/A N/A
63384
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
63385
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
63386
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
63387 N/A N/A 95
63388
Tam1379
High-performance server that simplifies access to the USPTO Final Petition Deci…
63389
xiaoshi7915
A versatile MCP server that connects to multiple relational databases (MySQL, P…
N/A N/A
63390
yuplin2333
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
N/A N/A
63391
kira4094
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
63392
fthsrbst
ai-hub Claim
A self-hosted server providing shared memory, RAG document search, project maps…
63393
cybaea
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
63394
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
63395
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
N/A N/A
63396
NIHARDUGADE
A data governance agent that audits PostgreSQL databases through controlled MCP…
N/A N/A
63397
SubQuery-Network
test Claim
N/A N/A 95
63398
McCullonas
MCP server for querying French railway services (SNCF) via the Navitia API, ena…
63399
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
N/A N/A
63400
taherkaraki
MCP server for the Tenable Identity Exposure API, providing 131 tools for compl…
Showing 63351–63400 of 66447 servers