MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42801 |
SimpleCodeMCP
Claim
Indexes internal code libraries and exposes them via MCP for AI agents to provi…
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| 42802 |
blender-mcp
Claim
Enables AI-powered control of Blender through natural language, allowing users …
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| 42803 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 42804 |
browser-use MCP Server
Claim
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
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| 42805 |
PyAutoGUI-MCP
Claim
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
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| 42806 |
n8n MCP Agent
Claim
Autonomous AI agent for n8n workflow automation with credential factories, exec…
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| 42807 |
clio-mcp
Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
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| 42808 |
agents-md
Claim
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| 42809 |
SSOJet MCP Server
Claim
An MCP server that authenticates users via SSOJet and provides tools such as ad…
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| 42810 |
author-mcp-server
Claim
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
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| 42811 |
flights-mcp
Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
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| 42812 |
A11y Expert MCP
Claim
An accessibility expert MCP server that provides AI coding assistants with real…
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| 42813 |
AgentAuth
Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
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| 42814 |
ClawPipe
Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
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| 42815 |
mcp--server
Claim
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| 42816 |
mcp-server-251215
Claim
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| 42817 |
SERP API Server
Claim
Analyze search engine results, conduct keyword research, and perform competitor…
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| 42818 |
opencode-cli-mcp
Claim
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
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| 42819 |
mailx-tools
Claim
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| 42820 |
skillsyncai
Claim
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| 42821 |
Aula MCP Server
Claim
Enables Claude to access the Danish school communication platform Aula.dk, allo…
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| 42822 |
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
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| 42823 |
sql-mcp
Claim
Enables running parameterized SQL queries against a PostgreSQL database via an …
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| 42824 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 42825 |
signalpipe
Claim
Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf…
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| 42826 | — | |||||||||
| 42827 |
Enable seamless interaction with your Figma designs by connecting MCP clients t…
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| 42828 |
Federal Agency Rules and Executive Actions
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| 42829 |
mycase-mcp
Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
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| 42830 |
FortiGate MCP Server
Claim
A production-ready MCP server for managing FortiGate firewalls, enabling AI ass…
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| 42831 |
ai-prompt-optimizer
Claim
Cloudflare Workers MCP server: ai-prompt-optimizer
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| 42832 |
win-cli-mcp-server
Claim
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
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| 42833 |
FontLab MCP Server
Claim
Enables AI assistants to interact with FontLab for font design and manipulation…
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| 42834 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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| 42835 |
comidp-mcp-server
Claim
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| 42836 |
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
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| 42837 |
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
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| 42838 |
Kedro MCP Server
Claim
Provides AI assistants with versioned guidance for Kedro projects, including no…
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| 42839 |
mymcpserver_bjarvis
Claim
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| 42840 |
OSM-GeoJSON-MCP-Server
Claim
Enables querying OpenStreetMap data (buildings, roads, amenities, etc.) via Ove…
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| 42841 |
mcp-mgba
Claim
MCP server for the mGBA Game Boy Advance emulator. Read and write GBA memory, i…
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| 42842 |
gamma-app-mcp
Claim
Enables generating presentations, documents, webpages, and social posts via Gam…
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| 42843 |
JIRA MCP Server
Claim
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
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| 42844 |
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
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| 42845 |
hh-mcp-comfyui
Claim
通过Model Context Protocol调用本地ComfyUI实例生成图片,支持动态替换工作流中的提示词和尺寸等参数。
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| 42846 |
project-0
Claim
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| 42847 |
gcloud-log-reader
Claim
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| 42848 |
PartnerCore
Claim
Enables AI assistants to perform Business Central AL development tasks includin…
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| 42849 |
supertone-mcp
Claim
High-quality Supertone TTS API: generate speech, search & preview the voice cat…
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| 42850 |
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
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