MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33401 |
search-console-mcp
Claim
A read-only MCP server for Google Search Console that lets you query search per…
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| 33402 |
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
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| 33403 |
mcp-server-github
Claim
Enables interaction with GitHub repositories, issues, pull requests, code searc…
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| 33404 |
wecom-msg-audit-mcp
Claim
Enables AI agents to securely access and search enterprise WeChat (WeCom) chat …
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| 33405 |
eazy-ba
Claim
Captures and organizes requirements as markdown, tracks relationships between p…
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| 33406 |
Markdrop MCP Server
Claim
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
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| 33407 |
Convalytics
Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
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| 33408 |
Enables scaffolding and managing Clean Architecture in Next.js projects, provid…
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| 33409 |
Dense Mem
Claim
About
Self-hosted AI agent memory server with MCP, evidence provenance, typed c…
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| 33410 |
FSDB MCP Server
Claim
An MCP server for reading and querying FSDB waveform files, enabling AI assista…
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| 33411 |
HPE Networking Assistant
Claim
Query your Juniper Mist network in natural language directly from Claude Deskto…
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| 33412 |
kingsplaybook-mcp
Claim
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
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| 33413 |
MCP server for orchestrating Node.js development servers (backend, frontend, da…
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| 33414 |
mc-mod-mcp
Claim
Provides grounded answers for writing Minecraft mods, targeting 1.8.9 and 1.21.…
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| 33415 |
acuris-mcp-server
Claim
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in …
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| 33416 |
tiktok-viral-factory
Claim
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
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| 33417 |
CarryMem
Claim
Your portable AI memory layer. Classify, store, and recall what matters across …
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| 33418 |
Lidarr MCP Server
Claim
Enables interaction with Lidarr music collection management through natural lan…
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| 33419 |
MCP Database Filesystem
Claim
Enables SQL Server database operations (queries, table management) and file sys…
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| 33420 |
switchai
Claim
Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live…
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| 33421 |
Cobalt Strike MCP Server
Claim
Enables management of Cobalt Strike red team operations through natural languag…
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| 33422 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 33423 |
code-review-automation
Claim
MCP server for automated code review using AI agents. It analyzes code diffs or…
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| 33424 |
DOI Citation Verifier
Claim
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 33425 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 33426 |
petmed MCP Server
Claim
Provides tools to search and read markdown wiki documents and find animal hospi…
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| 33427 |
gpt-subagents-api
Claim
Lets Claude Code delegate to OpenAI expert models as subagents and provides orc…
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| 33428 |
snmp-mcp
Claim
An MCP server that wraps the IETF SNMP standard so AI agents can poll any SNMP-…
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| 33429 |
tokenlife-mcp
Claim
Enables AI to autonomously play the TokenLife text-based life simulation game, …
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| 33430 |
A read-only MCP server generated by FirstCall that looks up public GitHub user
…
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| 33431 |
vibops-mcp
Claim
VibOps MCP is the control plane between your AI agents and your GPU infrastruct…
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| 33432 |
seam-runtime
Claim
SEAM: local-first memory runtime for AI agents, with retrieval and glassbox pro…
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| 33433 |
pyhood-mcp
Claim
Connect your Robinhood account to Claude Code (or any MCP client) for conversat…
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| 33434 |
Nocodb MCP Server
Claim
Provides CRUD operations (Create, Read, Update, Delete) for Nocodb tables throu…
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| 33435 |
hr-assist
Claim
Automates employee onboarding workflows for HR teams, enabling tasks like data …
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| 33436 |
pyscope-mcp
Claim
MCP server that exposes Python function- and module-level call graphs for agent…
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| 33437 |
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
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| 33438 |
Universal Ontology MCP
Claim
Enables AI assistants to navigate and populate complex ontologies by transformi…
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| 33439 |
MCP Hub Security
Claim
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
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| 33440 |
HAR Analyzer MCP Server
Claim
A Python MCP server that loads and analyzes HAR files locally, providing struct…
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| 33441 |
fitness-agent-mcp
Claim
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
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| 33442 |
legis-link-mcp
Claim
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
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| 33443 |
ai-mind-map
Claim
An MCP server that reduces AI coding agent token usage by 80-99% through a quer…
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| 33444 |
LightNow Local Proxy
Claim
Lets local MCP clients use one LightNow-managed MCP entry instead of storing ev…
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| 33445 |
svg2vector-mcp
Claim
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
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| 33446 |
pymdu
Claim
Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analys…
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| 33447 |
arcadia-mcp
Claim
MCP server for the Arcadia Arc utility data API, enabling retrieval of bill dat…
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| 33448 |
codemem
Claim
Persistent memory MCP server that captures coding session context and automatic…
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| 33449 |
Kryfto
Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
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| 33450 |
recipe-mcp
Claim
Generate and remix recipes using cookwith.co
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