MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53851 |
raspa-mcp
Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
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| 53852 |
A vision MCP server that gives MCP-compatible agents direct access to Perceptro…
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| 53853 |
dagster-mcp
Claim
An MCP server that gives AI agents full visibility and control over your Dagste…
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| 53854 |
PDF RAG MCP Server
Claim
A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Aug…
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| 53855 |
TracePulse
Claim
Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…
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| 53856 |
Enables AI agents to verify Ceph CLI commands, config parameters, and review te…
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| 53857 |
obsidian-pdf-evidence
Claim
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
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| 53858 |
aegis
Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
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| 53859 |
HubSpot CRM API Server
Claim
Provide a standardized interface to access and manage HubSpot CRM data efficien…
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| 53860 |
Gemini MCP Server
Claim
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
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| 53861 |
context7-mcp
Claim
Find the right library and instantly fetch current documentation for it. Get co…
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| 53862 |
OBTO
Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
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| 53863 |
mcp-notify
Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
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| 53864 |
local-image-search
Claim
Privacy-first MCP server for macOS that allows AI agents to search local images…
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| 53865 |
q1-reviewer-mcp
Claim
AI-powered MCP server that analyzes academic manuscripts and generates ruthless…
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| 53866 |
Mashov MCP Server
Claim
Enables interaction with the Mashov school management system API, allowing retr…
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| 53867 |
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
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| 53868 |
run.pay
Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
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| 53869 |
Aura UI
Claim
Discover and install Aura UI Blade components for Laravel, Livewire and Tailwin…
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| 53870 |
Enable seamless integration with the Hypercore network by exposing its data and…
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| 53871 |
repo-memory
Claim
A different approach from typical persistent-memory MCPs. Instead of a local
SQ…
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| 53872 |
health-export-mcp
Claim
Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only,…
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| 53873 |
doomscroll-mcp
Claim
Enables AI agents to browse Instagram Reels by automating login, scrolling, and…
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| 53874 |
hivelore
Claim
Deterministic gate: blocks any commit whose diff reintroduces a documented team…
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| 53875 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
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| 53876 |
@pokerai/mcp
Claim
MCP server for the Pokerai API providing solver-grade GTO strategy for 6-max No…
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| 53877 |
Faker MCP Server
Claim
Generates realistic, context-aware synthetic data for AI agents to populate dat…
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| 53878 |
askboard-mcp
Claim
A local MCP server that collects structured human input via browser forms and m…
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| 53879 |
lsp-tools-mcp
Claim
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
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| 53880 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 53881 |
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
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| 53882 |
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
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| 53883 |
xrpldashboard
Claim
Read-only XRP Ledger MCP tools with proof-annotation envelopes and signed daily…
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| 53884 |
NeuroWeave Timeline
Claim
Process memory for AI agents and humans that remembers the evolution of a proje…
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| 53885 |
munin
Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
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| 53886 |
engine
Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
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| 53887 |
e-conomic MCP Server
Claim
Enables natural language management of e-conomic accounting, including customer…
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| 53888 |
api-hub
Claim
300+ free MCP tools: weather, crypto, DNS, QR, colors, SEO, UUIDs, and more.
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| 53889 |
Zenith Bridge
Claim
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
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| 53890 |
real-fake-data-mcp
Claim
Enables AI assistants to generate realistic, synthetic test data on demand, inc…
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| 53891 |
mcp-server-sharepoint
Claim
MCP server that enables AI agents to read, edit, and manage SharePoint document…
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| 53892 |
claude-cli-mcp
Claim
Wraps Anthropic Claude Code CLI as tools, allowing MCP clients to invoke headle…
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| 53893 |
mcp-apple-calendar
Claim
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
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| 53894 |
Enables creation, editing, listing, and management of Home Assistant automation…
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| 53895 |
FGCLIP-MCP
Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
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| 53896 |
sideshell
Claim
AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent t…
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| 53897 |
ccg-mcp
Claim
Enables Claude Code Desktop to call OpenAI Codex/GPT-5 and Gemini APIs via stdi…
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| 53898 |
seo-mcp
Claim
Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.
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| 53899 |
mcp-openapi
Claim
Enables AI agents to discover, search, and call any REST API described by an Op…
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| 53900 |
Google Sheets MCP Server
Claim
Enables AI coding agents to read, write, and query Google Sheets as a database …
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