MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 4 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63351 |
Slite MCP Server
Claim
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
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| 63352 |
mixi-mcp
Claim
Enables conducting spatial preference interviews for the MIXI lighting brand vi…
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| 63353 |
dependency-health
Claim
An MCP server that performs comprehensive health checks on project dependencies…
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| 63354 |
videre-mcp
Claim
Bridges vision models to text-only coding models using Florence-2, enabling non…
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| 63355 |
templui-mcp-server
Claim
Enables AI assistants to access TemplUI components for building Go applications…
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| 63356 |
llm-cost-guard
Claim
MCP server for tracking LLM costs, setting spending limits, and receiving budge…
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| 63357 |
Agora
Claim
A plugin-based MCP coordination server for AI agents, providing chat channels, …
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| 63358 |
postman-mcp-server
Claim
Enables AI assistants to create, manage, and interact with Postman collections,…
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| 63359 |
bakom-mcp
Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
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| 63360 |
freeagent-mcp-server
Claim
MCP server that provides 76 tools for the FreeAgent accounting API, enabling ma…
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| 63361 |
tinytask
Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
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| 63362 |
jita-mcp
Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
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| 63363 |
notebooklm-codex
Claim
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
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| 63364 |
baritone-docs-mcp
Claim
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
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| 63365 |
mcp-local-image-reader
Claim
A simple MCP server that reads local images and returns them as ImageContent fo…
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| 63366 |
android-adb-mcp
Claim
MCP server for Android device management via ADB, enabling inspection and confi…
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| 63367 |
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
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| 63368 |
mcp-datetime
Claim
Provides current date and time in various formats including standard, Japanese,…
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| 63369 |
AI Engineer MCP
Claim
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
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| 63370 |
agent-mem0
Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
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| 63371 |
jgrants-mcp-server
Claim
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
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| 63372 |
heraldic-blazonry-mcp
Claim
Translates heraldic blazon descriptions into structured visual parameters for i…
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| 63373 |
tgfmcp
Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
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| 63374 |
lark-chat-mcp
Claim
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
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| 63375 |
GLM Subagent MCP
Claim
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
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| 63376 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
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| 63377 |
FitNotes MCP Server
Claim
Enables analysis of FitNotes workout data through an LLM, providing insights on…
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| 63378 |
sensitive-lexicon-mcp
Claim
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
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| 63379 |
locus-mcp
Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
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| 63380 |
Zefix MCP
Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
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| 63381 |
elden-ring-mcp
Claim
MCP server exposing Elden Ring game data (weapons, spells, talismans, armour) w…
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| 63382 |
xrm-mcp
Claim
A minimal MCP server that gives AI coding agents clean read and write access to…
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| 63383 |
MCP Think Tool
Claim
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
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| 63384 |
YouTube MCP Server
Claim
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
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| 63385 |
memos-mcp-server
Claim
Enables AI assistants to create, read, update, delete, and list memos via the M…
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| 63386 |
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
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| 63387 |
google-play-mcp
Claim
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| 63388 |
uspto_fpd_mcp
Claim
High-performance server that simplifies access to the USPTO Final Petition Deci…
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| 63389 |
A versatile MCP server that connects to multiple relational databases (MySQL, P…
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| 63390 |
MCP Long Context Reader
Claim
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
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| 63391 |
glm-vision-mcp-server
Claim
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
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| 63392 |
ai-hub
Claim
A self-hosted server providing shared memory, RAG document search, project maps…
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| 63393 |
Gemini Agent MCP Server
Claim
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
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| 63394 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 63395 |
loom-go
Claim
A thinking assistant MCP server that helps you reason through problems using st…
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| 63396 |
A data governance agent that audits PostgreSQL databases through controlled MCP…
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| 63397 |
test
Claim
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| 63398 |
mcp-sncf-navitia
Claim
MCP server for querying French railway services (SNCF) via the Navitia API, ena…
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| 63399 |
xhelio-cdaweb
Claim
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
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| 63400 |
tie-mcp-server
Claim
MCP server for the Tenable Identity Exposure API, providing 131 tools for compl…
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