MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 5 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63001 |
Coval MCP Server
Claim
Enables AI assistants to interact with Coval's evaluation platform for launchin…
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| 63002 |
Enables natural language querying of a football knowledge graph via Neo4j, gene…
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| 63003 |
云启智联 MCP Server
Claim
让支持 MCP 的 AI 客户端直接调用票据识别能力,包括银行回单、对账单、增值税发票等解析。
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| 63004 |
legal_mcp
Claim
Enables semantic search over Polish court judgments and legislative acts via MC…
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| 63005 |
MCP Git Explorer
Claim
Enables Claude to explore and analyze remote Git repositories, providing struct…
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| 63006 |
claude-ssh-mcp
Claim
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
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| 63007 |
Yantrix MCP
Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
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| 63008 |
qwen-vision-mcp
Claim
Enables text-only LLMs to see images on demand by integrating Qwen vision model…
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| 63009 |
reminder-mcp
Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
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| 63010 |
cpp-semantic-graph
Claim
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
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| 63011 |
aha-mcp
Claim
MCP server for accessing and managing Aha! records, including features, require…
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| 63012 |
gemini-vision-mcp-safe
Claim
A privacy-conscious MCP server that enables image analysis via Google Gemini wi…
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| 63013 |
Brutalist MCP
Claim
Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…
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| 63014 |
An MCP server that integrates HandaaS data APIs for industrial chain analysis, …
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| 63015 |
Satori MCP Server
Claim
An MCP server that generates beautiful images from React components using Sator…
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| 63016 |
codesteer-atlas
Claim
Local MCP server for semantic code search using Tree-sitter AST parsing, local …
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| 63017 |
chipi-v0-shadcn
Claim
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| 63018 |
Claude Code MCP Server
Claim
An MCP server that allows Claude Desktop to remotely control Claude Code instan…
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| 63019 |
openai-mcp
Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
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| 63020 |
An MCP server for content creation that extracts video transcripts, scrapes web…
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| 63021 |
youtube-research-mcp
Claim
Enables AI assistants to research YouTube videos by collecting captions, commen…
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| 63022 |
xliff-processor
Claim
An MCP server for processing XLIFF and TMX translation files, enabling parsing,…
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| 63023 |
beauty
Claim
AI-native beauty ads, sponsored product discovery, and brand recommendations.
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| 63024 |
Style-Coach-MCP
Claim
Provides data-driven cover letter coaching by analyzing tone, keywords, and str…
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| 63025 |
google-calendar-mcp
Claim
Enables natural language interaction with Google Calendar, including creating, …
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| 63026 |
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
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| 63027 |
Enables interaction with AWS Amplify Gen2 application data through natural lang…
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| 63028 |
MCP Code Flow Analyzer
Claim
An MCP server that analyzes and traces business code flows across your codebase…
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| 63029 |
EMEA Compliance MCP
Claim
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 63030 |
Enables AI assistants to connect to Gmail accounts, check connection status, an…
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| 63031 |
TON Data MCP Server
Claim
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
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| 63032 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
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| 63033 |
reaper-reapy-mcp
Claim
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
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| 63034 |
litejira-mcp
Claim
A client-side MCP server that enables AI assistants to interact with the LiteJi…
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| 63035 |
framework360-mcp-server
Claim
MCP server for Framework360 REST API, exposing 141 endpoints as tools for use w…
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| 63036 |
mcp-arcgis-toledo
Claim
Enables searching and querying City of Toledo open geospatial data (parcels, zo…
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| 63037 |
create-image-mcp
Claim
An MCP server that generates and edits images using OpenAI's GPT Image model, a…
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| 63038 |
cds-mcp
Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
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| 63039 |
SupraWall MCP Plugin
Claim
Enterprise-grade security for Claude Desktop agents: blocks dangerous actions, …
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| 63040 |
linear-mcp
Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
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| 63041 |
fingerprint-mcp
Claim
A universal digital fingerprinting MCP server that combines 103 techniques acro…
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| 63042 |
ladder-mcp
Claim
Windows-first MCP bridge for Kimi Code CLI, exposing code analysis, editing, se…
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| 63043 |
MCP Shared Services
Claim
Modular monolithic FastAPI shared AI service platform providing config center, …
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| 63044 |
reasonix-feishu-mcp
Claim
MCP server for Feishu/Lark API integration, enabling AI agents to send messages…
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| 63045 |
mal-mcp-worker
Claim
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
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| 63046 |
Firewalla MSP MCP Server
Claim
Provides AI assistants and MCP clients with API access to manage Firewalla MSP …
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| 63047 |
TalkAPI
Claim
Enables conversational API testing via MCP, allowing users to make HTTP request…
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| 63048 |
SampleMCP
Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
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| 63049 |
Nex.Ai
Claim
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| 63050 |
QZone MCP Server
Claim
Enables AI to post, view, comment, reply, like, and delete QQ Space (QZone) ent…
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