MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56001 |
hubstify-mcp
Claim
MCP server enabling natural language interaction with Hubstaff data, including …
|
— | ||||||||
| 56002 |
docker-helper-ai-mcp
Claim
docker-helper-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 56003 |
pesticide-mcp
Claim
A Model Context Protocol server for querying Japanese pesticide registration in…
|
— | ||||||||
| 56004 |
Enables searching a knowledge base and asking grounded questions with hybrid re…
|
— | ||||||||
| 56005 |
web-docs-mcp
Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
|
— | ||||||||
| 56006 |
ark-nitrado-mcp
Claim
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
|
— | ||||||||
| 56007 |
toreador-mcp-server
Claim
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
|
— | ||||||||
| 56008 |
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
|
— | ||||||||
| 56009 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
|
— | ||||||||
| 56010 |
opencode-vision-mcp
Claim
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
|
— | ||||||||
| 56011 |
Forgejo MCP Server
Claim
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
|
— | ||||||||
| 56012 |
Ophis MCP
Claim
Gasless, MEV-protected onchain token swaps for AI agents on 11 EVM chains, buil…
|
— | ||||||||
| 56013 |
timeline-mcp
Claim
A deterministic MCP server that gives AI assistants a temporal memory layer by …
|
— | ||||||||
| 56014 |
Nexus MCP
Claim
Enables Claude Code to interact with a temporal knowledge graph through 24 tool…
|
— | ||||||||
| 56015 |
Paid plans, licences, subscriptions and the paywall for Chrome extensions, on y…
|
— | ||||||||
| 56016 |
graph-memory
Claim
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…
|
— | ||||||||
| 56017 |
godson_1231
Claim
|
— | ||||||||
| 56018 |
Airlock
Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
|
— | ||||||||
| 56019 |
An MCP server that adds engineering discipline to AI-assisted development, enfo…
|
— | ||||||||
| 56020 |
claude-collaborator
Claim
Enables multi-AI collaboration with Claude and GLM for C# codebases, providing …
|
— | ||||||||
| 56021 |
Embedded Debug MCP
Claim
Provides serial debugging for embedded Linux targets, enabling boot log capture…
|
— | ||||||||
| 56022 |
outlook-mcp
Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
|
— | ||||||||
| 56023 |
grimoire-beholder-mcp
Claim
An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, m…
|
— | ||||||||
| 56024 |
Enables searching and bidirectional mapping of 1,451 security controls across 2…
|
— | ||||||||
| 56025 |
WetLab-MCP
Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
|
— | ||||||||
| 56026 |
MCP SSE Proxy
Claim
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
|
— | ||||||||
| 56027 |
obol-mcp
Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
|
— | ||||||||
| 56028 |
animalhouse
Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
|
— | ||||||||
| 56029 |
artifacty
Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
|
— | ||||||||
| 56030 |
rucio-mcp
Claim
An MCP server that exposes Rucio distributed data management operations as tool…
|
— | ||||||||
| 56031 |
arxiv-paper
Claim
|
— | ||||||||
| 56032 |
MCP Memory Server
Claim
Provides long-term memory for AI coding agents, enabling them to remember, sear…
|
— | ||||||||
| 56033 |
cell-mem
Claim
An MCP server that provides AI agents with persistent, multi-layered memory ins…
|
— | ||||||||
| 56034 |
Anytype MCP Server
Claim
Enables AI assistants to interact with Anytype knowledge base via natural langu…
|
— | ||||||||
| 56035 |
gromacs-mcp
Claim
Enables running GROMACS molecular dynamics simulations through natural language…
|
— | ||||||||
| 56036 |
OneSignal MCP Server
Claim
Enables OneSignal push notification workflows in Cursor, including message send…
|
— | ||||||||
| 56037 |
Redmine MCP Server
Claim
Enables AI assistants to interact with Redmine instances, managing issues, proj…
|
— | ||||||||
| 56038 |
transport12 MCP Server
Claim
MCP server that integrates with the transport12 API to provide tools for search…
|
— | ||||||||
| 56039 |
Token Bowl MCP Server
Claim
Enables interaction with a Token Bowl fantasy football league through the Sleep…
|
— | ||||||||
| 56040 |
cartola-mcp
Claim
Connects Claude to Cartola FC, enabling queries about matches, player scores, a…
|
— | ||||||||
| 56041 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
|
— | ||||||||
| 56042 |
Accurate Strapi project facts (UIDs, schemas, references) for AI agents — no mo…
|
— | ||||||||
| 56043 |
NotNessie MCP Server
Claim
Enables Claude Code to persist and retrieve project memory across sessions, inc…
|
— | ||||||||
| 56044 |
mrmarket.ai
Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
|
— | ||||||||
| 56045 |
egnyte-mcp-server
Claim
Official Egnyte MCP Server for AI integration with document search, analysis, a…
|
— | ||||||||
| 56046 |
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
|
— | ||||||||
| 56047 |
mijia-home-mcp
Claim
An MCP server that provides read-only snapshots and change detection for Xiaomi…
|
— | ||||||||
| 56048 |
everhour-mcp-server
Claim
MCP server for Everhour time tracking with first-class Asana integration, enabl…
|
— | ||||||||
| 56049 |
agribrain
Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
|
— | ||||||||
| 56050 |
WP MCP Server
Claim
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
|
— | ||||||||