MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49701 |
All About Ads MCP
Claim
An MCP (Model Context Protocol) server that gives AI agents live, structured ad…
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| 49702 |
Nexar MCP Server
Claim
Enables searching for electronic components through the Nexar Supply API, provi…
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| 49703 |
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
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| 49704 |
metabase
Claim
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| 49705 |
nabolag-mcp
Claim
Norwegian neighborhood data: transit, road-noise & green-area access by coordin…
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| 49706 |
atotw-mcp
Claim
Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's …
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| 49707 |
mcp-kafka-observer
Claim
An MCP server that gives AI agents real-time observability into Apache Kafka cl…
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| 49708 |
owui-bash-mcp
Claim
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
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| 49709 |
RunCue
Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
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| 49710 |
wpa-mcp
Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
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| 49711 |
todo-hud-mcp
Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
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| 49712 |
mumuai
Claim
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| 49713 |
Resend MCP Server
Claim
Enables sending emails and managing email delivery through Resend's API, allowi…
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| 49714 |
codegraph
Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
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| 49715 |
Salesforce MCP Server
Claim
Enables lead management and permission set assignment in Salesforce through nat…
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| 49716 |
Mountaineers MCP Server
Claim
Enables AI assistants to search and browse mountaineers.org for activities, cou…
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| 49717 |
Mittwald MCP Server
Claim
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
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| 49718 |
MongoDB MCP Server
Claim
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
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| 49719 |
MCP Site Manager
Claim
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
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| 49720 |
github-mcp-sketch
Claim
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
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| 49721 |
Claude-LMStudio-Bridge
Claim
A simple MCP server that enables Claude to communicate with locally running LLM…
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| 49722 |
xunjuzhou-mcp-server
Claim
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
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| 49723 |
api-hub
Claim
Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), …
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| 49724 |
BLUEPRINT.MCP
Claim
Provides architectural memory for AI coding agents, enabling reuse of existing …
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| 49725 |
Translation MCP Server
Claim
A server for managing translation key insertions into the clubee database with …
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| 49726 |
Spotlight MCP
Claim
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
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| 49727 |
bitbucket-python-mcp
Claim
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
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| 49728 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 49729 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 49730 |
Microlink
Claim
It turns natural-language requests into Microlink calls: take screenshots, gene…
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| 49731 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 49732 |
中国 AI 合规与备案(条文级自查)
Claim
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 应办事项清单(中文)
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| 49733 |
ssid-mcp
Claim
Manufacturer-cited router default logins and compliance check, plus MAC/OUI ven…
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| 49734 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 49735 |
aspen-mcp
Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
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| 49736 |
mcp_123
Claim
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| 49737 |
pdf-translate MCP
Claim
Local MCP server for Claude Desktop that translates PDF files using a pipeline …
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| 49738 |
Slack Server with OAuth
Claim
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| 49739 |
Easy MCP RAG
Claim
An MCP server for RAG using Qdrant that automatically indexes documents from di…
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| 49740 |
Lore
Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
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| 49741 |
else_when
Claim
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| 49742 |
The authority for ranking APIs for AI agents. CLIRank scores 389 APIs on 8 agen…
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| 49743 |
near-liquid-staking
Claim
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
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| 49744 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 49745 |
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
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| 49746 |
obsidian-mcp
Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
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| 49747 |
Hacker News MCP Server
Claim
A read-only MCP server that enables browsing stories, reading comments, searchi…
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| 49748 |
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
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| 49749 |
LLM Council MCP
Claim
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
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| 49750 |
apcore-mcp
Claim
Automatic MCP Server & OpenAI Tools Bridge for apcore. Converts apcore module r…
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