MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50051 |
docs-mcp
Claim
Enables querying Actian product documentation, GA4 content analytics, and Jenki…
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| 50052 |
github-resume-assistant
Claim
An MCP server that connects Claude to your real GitHub activity and tells you w…
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| 50053 |
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
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| 50054 |
Jira CLI MCP
Claim
A Model Context Protocol (MCP) server that wraps the Jira CLI tool, exposing Ji…
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| 50055 |
dotvvm-docs-mcp
Claim
Enables AI assistants to access DotVVM UI control documentation, including list…
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| 50056 |
ensembl-mcp-server
Claim
Look up genes, fetch sequences, predict variant consequences, find orthologs an…
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| 50057 |
MCP Password Generator
Claim
Generates random passwords with configurable character sets (all, alpha, number…
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| 50058 |
Provides AI agents with access to a structured compliance dataset covering priv…
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| 50059 |
planchette
Claim
Enables coding agents to control other application windows by providing primiti…
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| 50060 |
omnifocus-mcp
Claim
Enables AI assistants to read and write to OmniFocus database, allowing natural…
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| 50061 |
stash-mcp
Claim
Enables interaction with Bitbucket Server/Data Center (Stash) for project and r…
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| 50062 |
小红书MCP服务
Claim
一个用于小红书API的MCP服务器,支持搜索笔记、获取内容、查看评论和发表评论等功能。
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| 50063 |
atomic-crm-mcp
Claim
MCP server for Atomic CRM that enables agents to read and write CRM data via SQ…
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| 50064 |
PDF Figures MCP Server
Claim
Extracts figures and tables from PDF documents via a FastAPI service, wrapping …
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| 50065 |
Edge DevTools MCP
Claim
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
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| 50066 |
Cellpose MCP Server
Claim
Enables AI assistants to perform cell segmentation through natural language com…
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| 50067 |
WEEEK MCP Server
Claim
Enables AI coding agents to read and write WEEEK projects, boards, tasks, and c…
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| 50068 |
matryca-plumber
Claim
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
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| 50069 |
Provides access to Hong Kong food data, including wholesale food prices, throug…
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| 50070 |
mcp-feedback-ultra
Claim
Interactive feedback server for AI-assisted development with Web UI and desktop…
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| 50071 |
personal-timesheet-mcp
Claim
MCP server providing CRUD operations for timesheet management via REST API endp…
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| 50072 |
agent-budget
Claim
Budget management and cost tracking MCP server for autonomous agents, enabling …
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| 50073 |
Kiprio MCP Server
Claim
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
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| 50074 |
cc-mvp
Claim
A Cocos Creator 3.8 editor extension that exposes scene, node, component, prefa…
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| 50075 |
Workers build management. Get insights and manage your Cloudflare Workers Build…
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| 50076 |
etw-mcp
Claim
Enables AI assistants to analyze Windows WPR/ETW traces (.etl files) using natu…
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| 50077 |
freeplay-mcp
Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
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| 50078 |
An MCP server for AI-agent web scraping that enforces robots.txt compliance and…
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| 50079 |
Lets AI assistants analyze and organize local directories by file type, with dr…
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| 50080 |
Athena
Claim
A local academic research assistant that indexes PDFs into a searchable vector …
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| 50081 |
Fronius MCP Server
Claim
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
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| 50082 |
benmilne
Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
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| 50083 |
AgentsKit Registry
Claim
Discover open-source AI agents and get source-owned installation instructions t…
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| 50084 |
OKX DEX MCP Server
Claim
Enables gasless token swaps across multiple chains using OKX DEX aggregation an…
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| 50085 |
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
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| 50086 |
SchedulesMCP
Claim
Enables comparing ocean carrier sailing schedules, transit times, and on-time r…
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| 50087 |
MCP-NG
Claim
A high-performance Go-based MCP server that provides a microservice architectur…
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| 50088 |
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
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| 50089 |
NASA Space Explorer MCP
Claim
Provides real-time NASA data (APOD, asteroids, Mars rover photos, natural event…
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| 50090 |
mcpify
Claim
Turn any REST API into an MCP server in one command. Point mcpify at an OpenAPI…
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| 50091 |
tsetmc-mcp
Claim
An MCP server that provides live Tehran Stock Exchange data, including quotes, …
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| 50092 |
SecondBrain MCP Server
Claim
Enables external AI clients to query and interact with a personal knowledge ass…
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| 50093 |
neon-mcp
Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 50094 |
Medical MCP Chatbot
Claim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
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| 50095 |
YouTube Server
Claim
Interact with YouTube to search videos, get details, and manage transcripts.
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| 50096 |
memmd-mcp
Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
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| 50097 |
AvatarBook MCP Server
Claim
Enables delegation of work to AI agents with cryptographic verification and tok…
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| 50098 |
GitLab MCP
Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
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| 50099 |
x402-list-mcp
Claim
Enables AI agents to discover x402 payment services and query on-chain-verified…
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| 50100 |
AL-Go MCP Server
Claim
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
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