MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22201 |
This MCP server enables product management and mathematical calculations throug…
|
F 30 4⁄3 | ||||||||
| 22202 |
txtai is an all-in-one embeddings database for semantic search, LLM orchestrati…
|
F 30 4⁄4 | ||||||||
| 22203 |
Infrastructure Auto Provisioner
|
F 30 4⁄4 | ||||||||
| 22204 |
A foundation layer for building production-grade Model Context Protocol (MCP) s…
|
F 30 4⁄3 | ||||||||
| 22205 |
A simple server that acts as a Master Control Program (MCP) for unified interac…
|
F 30 4⁄4 | ||||||||
| 22206 |
Provides 12 tools to query South Korean building register data, including title…
|
F 30 4⁄3 | ||||||||
| 22207 |
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
F 30 4⁄4 | ||||||||
| 22208 |
Enables AI assistants to create, update, delete, and search Confluence pages di…
|
F 30 4⁄4 | ||||||||
| 22209 |
MCP server for the SynergyAge database of synergistic and antagonistic genetic …
|
F 30 4⁄4 | ||||||||
| 22210 |
Persistent intelligence infrastructure for agentic development that gives AI co…
|
F 30 4⁄3 | ||||||||
| 22211 |
Enables searching and retrieving academic papers from arXiv by topic, allowing …
|
F 30 4⁄4 | ||||||||
| 22212 |
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS,…
|
F 30 4⁄3 | ||||||||
| 22213 |
A MCP server to interact with Neovim
|
F 30 4⁄3 | ||||||||
| 22214 |
Provides a natural language interface for querying and managing PostgreSQL, MyS…
|
F 30 4⁄4 | ||||||||
| 22215 |
This server provides an API to query Large Language Models using context from l…
|
F 30 4⁄3 | ||||||||
| 22216 |
A specialized code review service that provides 36+ critics for different progr…
|
F 30 4⁄3 | ||||||||
| 22217 |
The most powerful MCP server for Slack Workspaces.
|
F 30 4⁄4 | ||||||||
| 22218 |
A list of open-source AI projects you can use to generate income easily.
|
F 30 4⁄3 | ||||||||
| 22219 |
Enables management and querying of multiple MySQL databases through natural lan…
|
F 30 4⁄4 | ||||||||
| 22220 |
A simplified Model Context Protocol server in Python that reads text input and …
|
F 30 4⁄4 | ||||||||
| 22221 |
Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA …
|
F 30 4⁄3 | ||||||||
| 22222 |
Enables AI assistants to access educational domain tools including grading, cog…
|
F 30 4⁄4 | ||||||||
| 22223 |
Enables interaction with Ethereum-compatible smart contracts through their ABI,…
|
F 30 4⁄4 | ||||||||
| 22224 |
Official MiniMax Model Context Protocol (MCP) JavaScript implementation that pr…
|
F 30 4⁄4 | ||||||||
| 22225 |
The Offorte Proposal Software MCP server enables creation and sending of busine…
|
F 30 4⁄4 | ||||||||
| 22226 |
A simple GUI for managing MCP servers, for easy toggle mcp servers.
|
F 30 4⁄3 | ||||||||
| 22227 |
Provides access to journal partition tables, impact factors, and warning lists …
|
F 30 4⁄4 | ||||||||
| 22228 |
MCP server providing OpenAI/Perplexity-like autonomous deep research, structure…
|
F 30 4⁄4 | ||||||||
| 22229 |
MCP Server for Snowflake from Snowflake Labs
|
F 30 4⁄3 | ||||||||
| 22230 |
An MCP server for interacting with a Jenkins server. Allows you to trigger jobs…
|
F 30 4⁄4 | ||||||||
| 22231 |
Enables AI assistants to search, discover, and analyze thousands of datasets fr…
|
F 30 4⁄4 | ||||||||
| 22232 |
Provides intelligent access to local music collections through advanced metadat…
|
F 30 4⁄4 | ||||||||
| 22233 |
Enables AI assistants to interact with the MetaTrader 5 trading platform for ma…
|
F 30 4⁄3 | ||||||||
| 22234 |
Extract content from URLs, documents, videos, and audio files using intelligent…
|
F 30 4⁄3 | ||||||||
| 22235 |
Manage Expo and React Native projects from setup to release. Trigger cloud buil…
|
F 30 4⁄4 | ||||||||
| 22236 |
MCP server for Zabbix monitoring and automation
|
F 25 4⁄3 | ||||||||
| 22237 |
An MCP server that bridges AI agents with GUI automation capabilities, allowing…
|
F 25 4⁄3 | ||||||||
| 22238 |
Security proxy that wraps any MCP server with bidirectional scanning for creden…
|
F 25 4⁄3 | ||||||||
| 22239 |
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social …
|
F 25 4⁄3 | ||||||||
| 22240 |
MCP server for Slither static analysis of Solidity smart contracts
|
F 25 4⁄3 | ||||||||
| 22241 |
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
|
F 25 4⁄4 | ||||||||
| 22242 |
Enables seamless interaction with Odoo instances through the Model Context Prot…
|
F 25 4⁄4 | ||||||||
| 22243 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 22244 |
Gaia Protocol—a planetary DAO for global resource management using quantum-enta…
|
F 25 4⁄3 | ||||||||
| 22245 |
Enables Claude to control PyMOL for molecular visualization and structural biol…
|
F 25 4⁄3 | ||||||||
| 22246 |
A Robot Framework MCP Server
|
F 25 4⁄3 | ||||||||
| 22247 |
MongoDB Model Context Protocol Server
|
F 25 4⁄3 | ||||||||
| 22248 |
Secure MCP access for private infrastructure over Tailscale — 48 tools across 9…
|
F 25 4⁄3 | ||||||||
| 22249 |
An MCP server that provides comprehensive DeFi analytics and data access for th…
|
F 25 4⁄3 | ||||||||
| 22250 |
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with …
|
F 25 4⁄4 | ||||||||