MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37151 |
An MCP server that gives AI agents full control over pfSense firewalls via the …
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| 37152 |
AgentLedger
Claim
MCP server that stores AI agent reasoning traces permanently on 0G Storage, ena…
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| 37153 |
binance-mcp-enhanced
Claim
A powerful cryptocurrency analysis MCP server that adds advanced technical anal…
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| 37154 |
donetick-mcp
Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
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| 37155 |
DevPanel MCP Server
Claim
A local MCP server for managing SaaS projects with planning, operations, and se…
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| 37156 |
蓝马甲陪护者护航 MCP
Claim
为安宁疗护陪护志愿者提供一站式工具,粘贴群聊对话即可自动识别场景,生成标准化安抚话术和后续陪护行动建议。
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| 37157 |
PyMCP Kit
Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
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| 37158 |
Playwright MCP
Claim
A server that enables LLMs to interact with web pages through structured access…
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| 37159 |
rag-mcp-server
Claim
Exposes an existing Anthropic documentation RAG service as tools (search_anthro…
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| 37160 |
payhumans-mcp
Claim
Lets AI agents natively discover and hire human experts for tasks they can't do…
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| 37161 |
viralnote-mcp
Claim
Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publ…
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| 37162 |
user-review-mcp
Claim
Simulates harsh, fake user reviews to psychologically condition AI agents for e…
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| 37163 |
mcp-serper
Claim
Enables Google Search, News, and Places queries via the Serper API, integrated …
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| 37164 |
mcp-sofa
Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
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| 37165 |
djangocms-mcp
Claim
A Django CMS plugin that provides Model Context Protocol (MCP) server functiona…
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| 37166 |
GCP Diagram MCP Server
Claim
Enables generating GCP architecture, sequence, flow, and class diagrams using n…
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| 37167 |
Accessibility MCP
Claim
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
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| 37168 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 37169 |
MealOS
Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
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| 37170 |
crawlora-mcp
Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
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| 37171 |
eda-mcp
Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
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| 37172 |
mcp-server-drive
Claim
A read-only Google Drive MCP server that allows searching files, reading file c…
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| 37173 |
RunWhen Platform MCP
Claim
Lets your coding agent talk to the RunWhen platform — workspace chat, issues, S…
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| 37174 |
luma-events-mcp
Claim
An MCP server for the Luma Events API that enables creating, updating, and mana…
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| 37175 |
gpt-codex-handoff
Claim
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
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| 37176 |
Open Mind
Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
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| 37177 |
veritasgraph
Claim
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-gr…
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| 37178 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
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| 37179 |
kicad-jlcpcb
Claim
Automates PCB design from idea to fabrication: sources JLCPCB parts, fetches pi…
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| 37180 |
Earl
Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
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| 37181 |
Salesforce MCP Server
Claim
Enables Claude to interact with Salesforce for querying, modifying, and managin…
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| 37182 |
xray-cloud-mcp
Claim
MCP server for Xray Cloud test management that enables importing automation res…
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| 37183 |
douyin-mcp-server
Claim
Enables AI assistants to automatically upload videos to Douyin (TikTok China) c…
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| 37184 |
AITuber MCP Server
Claim
Create AI-powered videos from any MCP-compatible client. Generate videos with A…
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| 37185 |
An MCP server that provides access to the Google Calendar API, allowing AI assi…
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| 37186 |
clickflow
Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
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| 37187 |
pdf-mcp
Claim
Enables PDF document processing including text, image, and table extraction, as…
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| 37188 |
testlocal_mcp1
Claim
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| 37189 |
gmc-mcp
Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
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| 37190 |
my-project
Claim
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| 37191 |
Gramps Web MCP
Claim
MCP server for structured access to Gramps Web genealogy data
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| 37192 |
Converts Markdown files to Atlassian Document Format and publishes them to Conf…
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| 37193 |
chp
Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
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| 37194 |
midi-composer-mcp
Claim
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
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| 37195 |
mcp-server
Claim
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrie…
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| 37196 |
Chakra MCP Server
Claim
Enables natural language queries and management of databases and subscribed dat…
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| 37197 |
agy MCP Server
Claim
Enables Claude to drive the Antigravity agent by running prompts through the ag…
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| 37198 |
ohmyself
Claim
Exposes a personal markdown-based second brain (Obsidian-style) as an MCP serve…
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| 37199 |
FreeCAD MCP
Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
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| 37200 |
read-image-mcp
Claim
A stdio MCP server that enables agents without native vision to ask an OpenAI-c…
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