MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32701 |
notes-mcp
Claim
Remote MCP server that exposes a personal git repository of markdown notes to C…
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| 32702 |
openi
Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
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| 32703 |
mcp-server-pdf
Claim
An MCP server that downloads PDF files from URLs and converts them to Markdown …
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| 32704 |
GOC MCP Server
Claim
Enables Claude and other AI agents to query real-time construction management d…
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| 32705 |
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
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| 32706 |
github-mcp-lite
Claim
A lightweight MCP server for GitHub with nine essential tools for reading files…
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| 32707 |
An MCP server providing intelligent development assistance for WaveMaker React …
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| 32708 |
MCP SDD Server
Claim
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
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| 32709 |
mcp
Claim
Practice library for coding agents: skill search/invoke, seed patches, scout, r…
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| 32710 |
claudemesh
Claim
Enables Claude Code agents to communicate and share context across sessions via…
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| 32711 |
Dongtori MCP Server
Claim
Searches for children's programs at public facilities like libraries and cultur…
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| 32712 |
voxcpm-mcp
Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
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| 32713 |
whenwecan
Claim
Enables scheduling polls for group chats to find common available times, with t…
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| 32714 |
Crude Code MCP Server
Claim
An oil & gas data-analytics MCP server that enables guarded SQL queries, well v…
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| 32715 |
Scorched
Claim
An MCP server that lets you talk to your AI trading assistant in plain English …
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| 32716 |
mcp-mysql-server
Claim
Provides a lightweight MySQL database interface via stdio, enabling query execu…
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| 32717 |
Enables querying Eurostat data using natural language, powered by DuckDB for op…
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| 32718 |
Writing Tools MCP Server
Claim
MCP server offering text analysis tools for writing improvement, including spel…
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| 32719 |
cdgmcp
Claim
Exposes a Congress.gov-style legislative GraphQL API to MCP clients, enabling q…
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| 32720 |
A Model Context Protocol (MCP) server that connects AI assistants to Jira and C…
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| 32721 |
NewsAPI MCP Server
Claim
Enables searching news, fetching top headlines, listing sources, and generating…
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| 32722 |
MCPWorks
Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
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| 32723 |
x-mcp-lite
Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
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| 32724 |
MCP API Tool Demo
Claim
Demo MCP server that exposes order and customer data as read-only tools for AI …
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| 32725 | — | |||||||||
| 32726 |
Provides 11 tools for stock research, including search, market history, financi…
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| 32727 |
mui-mcp-cloudflare
Claim
Provides AI assistants with 6 tools to access Material UI component documentati…
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| 32728 |
Enables running multiple isolated browser sessions simultaneously and importing…
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| 32729 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 32730 |
mcp-bigquery-dryrun
Claim
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
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| 32731 |
gandi-mcp
Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
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| 32732 |
mcp-sphinx-docs
Claim
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
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| 32733 |
drawio-mcp
Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
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| 32734 |
reflex
Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
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| 32735 |
Overture Maps MCP Server
Claim
An MCP server that provides AI agents with geospatial analytics by querying Ove…
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| 32736 |
eleata-verify-mcp
Claim
MCP server for verifying claims against evidence using natural language inferen…
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| 32737 |
ulanzi-mcp
Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
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| 32738 |
hap-mcp
Claim
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| 32739 |
notepadpp-mcp
Claim
MCP server for Notepad++ on Windows that allows opening files, checking editor …
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| 32740 |
CORS Doctor MCP Server
Claim
Enables CORS diagnostics with a free local tier and a premium server-side tier …
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| 32741 |
outlook-mcp
Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
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| 32742 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 32743 |
sktime-mcp
Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
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| 32744 |
any-model-plugin
Claim
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
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| 32745 |
monocle
Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
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| 32746 |
claude-orchestrator
Claim
Enables spawning and managing multiple Claude Code agents in parallel with mode…
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| 32747 |
Cocos MCP Server
Claim
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
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| 32748 |
arcgis-portal-mcp
Claim
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
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| 32749 |
Upwork MCP Server
Claim
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
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| 32750 |
Mind Guide MCP
Claim
Connects users to mental health counseling centers and welfare programs based o…
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