MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56801 |
github-mcp-sketch
Claim
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
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| 56802 |
Claude-LMStudio-Bridge
Claim
A simple MCP server that enables Claude to communicate with locally running LLM…
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| 56803 |
Gasio MCP Server
Claim
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
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| 56804 |
ideogram-mcp-server
Claim
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
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| 56805 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
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| 56806 |
hwpx-mcp-server
Claim
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
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| 56807 |
Food Travel MCP Server
Claim
An MCP server that integrates with Google Places API to enable AI clients to se…
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| 56808 |
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
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| 56809 |
Clearspar Part 135 MCP
Claim
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
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| 56810 |
xunjuzhou-mcp-server
Claim
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
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| 56811 |
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
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| 56812 |
api-hub
Claim
Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), …
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| 56813 |
BLUEPRINT.MCP
Claim
Provides architectural memory for AI coding agents, enabling reuse of existing …
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| 56814 |
MCP server that searches documents in Qdrant using embeddings from LMStudio. Ta…
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| 56815 |
hotwired-mcp
Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
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| 56816 |
Exposes tools for AI agents to access honest economic data, including purchasin…
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| 56817 |
Question Bank MCP Server
Claim
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
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| 56818 |
tickward MCP
Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
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| 56819 |
Mail.tm MCP Server
Claim
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
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| 56820 |
Persistent graph-backed conversational memory for AI agents.
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| 56821 |
Honcho MCP Server
Claim
A remote MCP server that provides AI memory and personalization tools for Honch…
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| 56822 |
Okta MCP Server
Claim
Enables LLM agents to manage Okta organizations through the Okta Admin Manageme…
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| 56823 |
Nylas API MCP Server
Claim
Enables to interact with Nylas API for email, calendar, and contacts via MCP, p…
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| 56824 |
Motion MCP Server
Claim
Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Pr…
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| 56825 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 56826 |
hacesfalta-mcp
Claim
Search volunteer opportunities across Spain via hacesfalta.org
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| 56827 |
Ugreen NAS MCP Server
Claim
A secure MCP server designed for Ugreen NAS, enabling AI clients to list and ac…
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| 56828 |
umbryn-mcp
Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
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| 56829 |
hwp-form-automation-mcp
Claim
Automates Hancom Office HWP forms via COM, converting, extracting, field-fillin…
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| 56830 |
codeembed
Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
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| 56831 |
Kapa MCP Server
Claim
Enables querying Kapa.ai's documentation and Q&A capabilities for any project e…
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| 56832 |
tavily-pool-mcp
Claim
A local MCP server that exposes Tavily search as a tool and rotates across mult…
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| 56833 |
Codex Kimi Bridge
Claim
Enables Codex to delegate implementation tasks to Kimi Code while managing serv…
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| 56834 |
tossinvest-mcp
Claim
MCP server wrapping Toss Securities Open API, enabling stock price queries and …
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| 56835 |
Xuanmu-BugBounty-mcp
Claim
独立自包含的SRC挖洞专用MCP工具包,提供32个侦察、漏洞检测、认证安全、信息提取等工具,零外部依赖,即装即用。
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| 56836 |
jupitersignup
Claim
List, read, create, and edit JupiterSignup sign-up and payment forms. API key r…
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| 56837 |
OpenAIRE MCP Server
Claim
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
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| 56838 |
mcp-mssqlserver
Claim
Production-oriented MCP server for Microsoft SQL Server, enabling query executi…
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| 56839 |
ERP-File MCP Server
Claim
Enables querying ERP data via an external API with adaptive caching, and access…
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| 56840 |
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
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| 56841 |
obsidian_mcp
Claim
Enables reading, writing, searching, and managing Obsidian vault notes through …
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| 56842 |
thinchain
Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
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| 56843 |
instapaper-mcp
Claim
MCP server for saving URLs to Instapaper via the Instapaper Simple API.
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| 56844 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 56845 |
claudemesh
Claim
Enables Claude Code agents to communicate and share context across sessions via…
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| 56846 |
Developer Toolbox MCP
Claim
A production-ready MCP server providing file, system, math, and text utilities …
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| 56847 |
home-slice-mcp
Claim
MCP server providing mortgage calculation tools and live interest rates from Ho…
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| 56848 |
MCP Booking
Claim
Enables AI agents to search hotels, check availability, manage reservations, an…
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| 56849 |
Enables AI assistants to connect to Gmail accounts, check connection status, an…
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| 56850 |
An MCP server for AI assistants to programmatically create and manage Entity-Re…
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