MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23001 |
5ire
Claim
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with m…
|
C 62 4⁄3 | ||||||||
| 23002 |
xmcp Application
Claim
A template/starter project for building MCP servers with structured directories…
|
C 62 4⁄3 | ||||||||
| 23003 |
Enables interaction with Plaid's financial data API to sync bank transactions a…
|
C 62 4⁄4 | ||||||||
| 23004 |
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
|
C 62 4⁄4 | ||||||||
| 23005 |
auth0-nextjs-samples
Claim
|
C 62 3⁄3 | ||||||||
| 23006 |
MCP server for Nexon MapleStory OpenAPI - character, rankings, union, guild, an…
|
C 62 3⁄3 | ||||||||
| 23007 |
Provides a RAG-based search system for 1C:Enterprise platform documentation usi…
|
C 62 4⁄4 | ||||||||
| 23008 |
Chainlink MCP Server
Claim
Enables interaction with Chainlink's decentralized oracle network, providing ac…
|
C 62 4⁄4 | ||||||||
| 23009 |
Enables AI agents to create, enhance, and manage SAP Mobile Development Kit pro…
|
C 62 4⁄3 | ||||||||
| 23010 |
Enables comprehensive email marketing automation through the Cakemail API, incl…
|
C 62 4⁄4 | ||||||||
| 23011 |
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
|
C 62 3⁄3 | ||||||||
| 23012 |
MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf…
|
C 62 3⁄3 | ||||||||
| 23013 |
Enables searching and downloading academic papers from multiple sources includi…
|
C 62 4⁄4 | ||||||||
| 23014 |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
|
C 62 3⁄3 | ||||||||
| 23015 |
pqvault
Claim
Post-quantum secrets manager for AI agents. ML-KEM-768 + X25519 + AES-256-GCM.
|
C 62 4⁄3 | ||||||||
| 23016 |
livepilot
Claim
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
|
C 62 4⁄3 | ||||||||
| 23017 |
Multi-agent Claude Code you can actually control. Spawn specialist teams in tmu…
|
C 62 4⁄3 | ||||||||
| 23018 |
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
|
C 62 4⁄3 | ||||||||
| 23019 |
macPilotCli
Claim
MacPilot CLI is a mcp server, It provides a collection of system tools that all…
|
C 62 3⁄3 | ||||||||
| 23020 |
Enables interaction with Spotify through MCP, providing tools for searching tra…
|
C 62 3⁄3 | ||||||||
| 23021 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 23022 |
Provides Claude Code with access to personal secrets and notes stored in a loca…
|
C 62 3⁄3 | ||||||||
| 23023 |
AI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, H…
|
C 62 3⁄3 | ||||||||
| 23024 |
mcgravity
Claim
A proxy tool for composing multiple MCP servers into one unified endpoint. Scal…
|
C 62 4⁄3 | ||||||||
| 23025 |
Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all …
|
C 62 4⁄3 | ||||||||
| 23026 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 23027 |
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
|
C 62 3⁄3 | ||||||||
| 23028 |
A Model Context Protocol server that allows AI assistants to interact with Pref…
|
C 62 4⁄4 | ||||||||
| 23029 |
Enables interaction with the Observe platform through OPAL query execution, wor…
|
C 62 4⁄4 | ||||||||
| 23030 |
MCP server to interact with the data feeds provided by the Nasdaq Data Link. De…
|
C 62 4⁄4 | ||||||||
| 23031 |
A stateful debugging and binary research system for LLM agents, integrating GDB…
|
C 62 4⁄3 | ||||||||
| 23032 |
FastMCP_RecSys
Claim
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommen…
|
C 62 4⁄4 | ||||||||
| 23033 |
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
|
C 62 3⁄3 | ||||||||
| 23034 |
XMCP Application
Claim
A server that leverages the XMCP framework to discover and execute tools from t…
|
C 62 4⁄3 | ||||||||
| 23035 |
Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.
|
C 62 3⁄3 | ||||||||
| 23036 |
A Model Context Protocol server that generates prompts based on Git repository …
|
C 62 4⁄3 | ||||||||
| 23037 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 23038 |
A terminal emulator MCP server specifically engineered for LLMs with block-orie…
|
C 62 4⁄3 | ||||||||
| 23039 |
A Model Context Protocol server that wraps the OneSignal REST API, enabling man…
|
C 62 4⁄4 | ||||||||
| 23040 |
CLI and MCP server for the LinkedIn API
|
C 62 4⁄3 | ||||||||
| 23041 |
X (Twitter) MCP server
Claim
X (Twitter) MCP server
|
C 62 4⁄4 | ||||||||
| 23042 |
MCP server for Boxberry delivery API — city/point search, delivery calculation,…
|
C 62 3⁄3 | ||||||||
| 23043 |
Libragen
Claim
Creates and searches private, local RAG libraries from documentation to ground …
|
C 62 4⁄3 | ||||||||
| 23044 |
Stop vibecoding blind. Code graph so your AI stops breaking things across your …
|
C 62 4⁄3 | ||||||||
| 23045 |
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
|
C 62 3⁄3 | ||||||||
| 23046 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 23047 |
mitre-attack-mcp
Claim
A Model-Context Protocol server for the MITRE ATT&CK knowledge base
|
C 62 4⁄3 | ||||||||
| 23048 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 23049 | C 62 4⁄3 | |||||||||
| 23050 |
A Model Context Protocol server for embedded debugging with probe-rs - supports…
|
C 62 4⁄3 | ||||||||
