MCP Server Quality Scores
Independent quality analysis of 60600 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60451 |
agentfi
Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
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| 60452 |
AgentOverflow
Claim
A token-optimized documentation and Q&A registry for AI agents, providing dense…
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| 60453 |
Groot DataKG MCP Server
Claim
MCP server for enabling data extraction and context retrieval for agents, stori…
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| 60454 |
GribStream MCP
Claim
Hosted weather data MCP for discovery, validation, and OAuth-protected GribStre…
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| 60455 |
TradingView MCP Bridge
Claim
Personal AI assistant for your TradingView Desktop charts. Connects AI to your …
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| 60456 |
Beatport MCP API
Claim
Enables searching for Beatport artists by name, returning structured data like …
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| 60457 |
ArmBench MCP Server
Claim
Enables benchmarking and inference of LLMs on Arm64 cloud instances with Kleidi…
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| 60458 |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
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| 60459 |
MCP Leave Manager Server
Claim
Enables managing employee leave requests, balances, and approvals through natur…
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| 60460 |
dexscreener-mcp
Claim
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens.…
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| 60461 |
Unity MCP Server
Claim
An MCP server for Unity that enables AI agents to query and control the Unity E…
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| 60462 |
FRED Economic Data
Claim
FRED economic data: GDP, inflation, unemployment, rates, and 800k+ Federal Rese…
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| 60463 |
Outcome-as-a-Service commerce for AI agents: discover, hire, settle on proof. L…
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| 60464 |
lake-dayz
Claim
An MCP server that pre-flights DayZ Enforce mods, catching boot-crashing mistak…
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| 60465 |
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense c…
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| 60466 |
Couchbase MCP Server
Claim
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
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| 60467 |
health-mcp
Claim
Exposes personal Garmin wellness data through MCP tools for accessing summary, …
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| 60468 |
mcp-boards-nk
Claim
MCP server for Mattermost Boards (Focalboard) that enables natural language man…
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| 60469 |
Claude MCP
Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
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| 60470 |
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
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| 60471 |
Mempool Doctor
Claim
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
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| 60472 |
skillsindex
Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
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| 60473 |
Agentsyun优惠券MCP服务
Claim
提供多品类优惠券查询和推广链接生成功能,涵盖外卖、美食、休闲娱乐、酒店、旅游和医药等类目。
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| 60474 |
seedance-2-mcp
Claim
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
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| 60475 |
wafle MCP server
Claim
The first MCP server for the wafle commerce platform. It enables Claude, agents…
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| 60476 |
Modular RAG MCP Server
Claim
Enables querying private knowledge bases through a modular RAG pipeline with fe…
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| 60477 |
wertls
Claim
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| 60478 |
Aries-cli
Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
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| 60479 |
UniFi Network MCP Server
Claim
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
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| 60480 |
Shell MCP
Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
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| 60481 |
biz-journals-mcp
Claim
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
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| 60482 |
TeslaMate MCP Server
Claim
Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
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| 60483 |
rednote-analyzer-mcp
Claim
MCP server enabling AI assistants to search, analyze, and generate content for …
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| 60484 |
openchronicle-mcp
Claim
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
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| 60485 |
txt-to-md-mcp
Claim
Enables writing text content to Markdown files with folder organization and ove…
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| 60486 |
Legal AI MCP Server
Claim
Provides AI-powered legal tools including contract review, drafting, legal rese…
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| 60487 |
Provides contextual database schema information for large Oracle databases, ena…
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| 60488 |
github-mcp-tool
Claim
Enables managing GitHub repositories, files, and user information through MCP, …
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| 60489 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
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| 60490 |
Track AI agent fleet performance, costs, anomalies, and trends.
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| 60491 |
rbxsync-mcp
Claim
Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
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| 60492 |
go-ask-a-stranger
Claim
Connects AI agents to anonymous strangers for asking and answering questions in…
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| 60493 |
ai-memory-mcp
Claim
Provides persistent session memory for AI assistants, enabling them to store, s…
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| 60494 |
나라장터 공고 검색
Claim
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
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| 60495 |
Enable seamless integration of Notion data with your LLM applications by exposi…
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| 60496 |
Project Info MCP
Claim
Serves a single resource (project_info.md) as text/markdown over MCP HTTP trans…
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| 60497 |
allai
Claim
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| 60498 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
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| 60499 |
spec-assistant
Claim
Enables natural language queries on technical specifications and automated code…
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| 60500 |
playlist-agent
Claim
Enables natural-language creation, management, and optimization of Spotify play…
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