MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38701 |
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
|
— | ||||||||
| 38702 |
gree-ac-mcp-server
Claim
Controls GREE/EWPE-compatible WiFi air conditioners directly over your LAN usin…
|
— | ||||||||
| 38703 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
|
— | ||||||||
| 38704 |
falllearn-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
|
— | ||||||||
| 38705 |
Verifies travel bookings against supplier-authoritative evidence; honest UNKNOW…
|
— | ||||||||
| 38706 |
avm-mcp-server
Claim
MCP server for discovering and exploring Azure Verified Modules (AVM) from the …
|
— | ||||||||
| 38707 |
NormSync
Claim
Pre-commit norm gate for AI-generated PRs — enforces coding and contribution no…
|
— | ||||||||
| 38708 |
agent-broker
Claim
Enables multi-agent communication workflows with consensus arbitration, peer me…
|
— | ||||||||
| 38709 |
Hamibot MCP Server
Claim
Enables management and control of Hamibot devices and scripts, including device…
|
— | ||||||||
| 38710 |
strudel-mcp
Claim
Provides Strudel reference documentation as MCP tools for AI coding assistants,…
|
— | ||||||||
| 38711 |
zoom-summaries
Claim
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
|
— | ||||||||
| 38712 |
RevitMCP
Claim
A pyRevit extension and Python server that enables AI clients to interact with …
|
— | ||||||||
| 38713 |
MCP MySQL Server
Claim
A MySQL MCP server with DDL support, permission control, and operation logging,…
|
— | ||||||||
| 38714 |
lupaph-mcp
Claim
Philippine real estate data for AI agents — search verified listings, calculate…
|
— | ||||||||
| 38715 |
whoami-mcp
Claim
Exposes a person's structured professional profile as MCP tools, enabling Claud…
|
— | ||||||||
| 38716 |
workday-mcp
Claim
Read-only Workday for Claude — fetch tasks, pay, benefits via your signed-in se…
|
— | ||||||||
| 38717 |
STT2TTS MCP
Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
|
— | ||||||||
| 38718 |
spec-drift-mcp
Claim
Enables AI coding agents to verify code against YAML specifications, detecting …
|
— | ||||||||
| 38719 |
HT MCP Server
Claim
Enables AI assistants to programmatically control interactive terminal applicat…
|
— | ||||||||
| 38720 |
contacts-mcp
Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
|
— | ||||||||
| 38721 |
Hivemind
Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
|
— | ||||||||
| 38722 |
Word Live MCP Server
Claim
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
|
— | ||||||||
| 38723 |
mcp-engram
Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
|
— | ||||||||
| 38724 |
ord-mcp-server
Claim
Provides access to ORD specification and concept explanations with tools to ret…
|
— | ||||||||
| 38725 |
mobile-security-mcp
Claim
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
|
— | ||||||||
| 38726 |
ViewMax Studio MCP
Claim
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
|
— | ||||||||
| 38727 |
Notion Weaver
Claim
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
|
— | ||||||||
| 38728 |
kakunin-mcp
Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
|
— | ||||||||
| 38729 |
mcp-agent-collaboration
Claim
In-memory MCP server for cooperative collaboration between separate agents, ena…
|
— | ||||||||
| 38730 |
ReliaStats
Claim
Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, sy…
|
— | ||||||||
| 38731 |
mcp-server-clawhub
Claim
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token u…
|
— | ||||||||
| 38732 |
peaka-mcp-server
Claim
Enables LLMs to inspect schemas and execute SQL queries on Peaka projects using…
|
— | ||||||||
| 38733 |
drawio-engineering-mcp
Claim
Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB,…
|
— | ||||||||
| 38734 |
Provides network monitoring capabilities including real-time latency measuremen…
|
— | ||||||||
| 38735 |
MCP server that drives chat.sakana.ai via headless Chrome with persistent sessi…
|
— | ||||||||
| 38736 |
HumanProof
Claim
Agent trajectory scorer for human-likeness — flags bot-like patterns in automat…
|
— | ||||||||
| 38737 |
Writespace
Claim
Persistent docs and memory for AI agents. Writespace is a collaborative markdow…
|
— | ||||||||
| 38738 |
elastic-mcp
Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
|
— | ||||||||
| 38739 |
Polymarket MCP Server
Claim
Enables AI assistants to interact with Polymarket prediction markets, including…
|
— | ||||||||
| 38740 |
DG-MCP
Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
|
— | ||||||||
| 38741 |
Scryfall MCP Server
Claim
Provides AI assistants with access to Magic: The Gathering card data via Scryfa…
|
— | ||||||||
| 38742 |
mcp_coordinator
Claim
A self-improving coding agent MCP server that enables code execution, semantic …
|
— | ||||||||
| 38743 |
meshy-bottube-mcp
Claim
An MCP server that takes a text prompt and automatically generates a 3D model t…
|
— | ||||||||
| 38744 |
dakera-mcp
Claim
Decay-weighted vector memory for AI agents — 83 MCP tools: store, recall, searc…
|
— | ||||||||
| 38745 |
CodeSherpa
Claim
Remote MCP server enabling AI clients to securely inspect repositories over SSH…
|
— | ||||||||
| 38746 |
rag
Claim
A CLI tool and MCP server that turns markdown documentation into a searchable, …
|
— | ||||||||
| 38747 |
NCM MCP Servers Suite
Claim
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
|
— | ||||||||
| 38748 |
DiagBridge MCP
Claim
Enables AI agents to diagnose Windows computer problems safely through a consen…
|
— | ||||||||
| 38749 |
cdp-bridge
Claim
Connects MCP clients to real browser sessions via a Chromium plugin, enabling L…
|
— | ||||||||
| 38750 |
agent-trust-mcp
Claim
ERC-8004 agent trust scores via x402: free preview + paid USDC-on-Base signed s…
|
— | ||||||||