MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25301 |
A modular MCP server that provides comprehensive system automation capabilities…
|
F 25 4⁄3 | ||||||||
| 25302 |
Enables LLMs to interact with DataForSEO and other SEO APIs through natural lan…
|
F 25 4⁄4 | ||||||||
| 25303 |
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releas…
|
F 25 4⁄4 | ||||||||
| 25304 |
A comprehensive MCP server providing 35 tools for managing Telegram messages, m…
|
F 25 4⁄4 | ||||||||
| 25305 |
A high-performance FastAPI server supporting Model Context Protocol (MCP) for s…
|
F 25 4⁄4 | ||||||||
| 25306 |
Miro MCP server, exposing all functionalities available in official Miro SDK
|
F 25 4⁄4 | ||||||||
| 25307 |
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3…
|
F 25 4⁄3 | ||||||||
| 25308 |
RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges th…
|
F 25 4⁄3 | ||||||||
| 25309 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 25310 |
mcpwall is a deterministic security proxy for MCP tool calls — iptables for MCP…
|
F 25 4⁄3 | ||||||||
| 25311 |
AI trading assistant for Bybit cryptocurrency exchange that analyzes markets in…
|
F 25 4⁄4 | ||||||||
| 25312 |
Enables Claude to control PyMOL for molecular visualization and structural biol…
|
F 25 4⁄3 | ||||||||
| 25313 |
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
|
F 25 4⁄4 | ||||||||
| 25314 |
Enables AI assistants to interact with Vanta's security compliance platform to …
|
F 25 4⁄4 | ||||||||
| 25315 |
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with …
|
F 25 4⁄4 | ||||||||
| 25316 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
F 25 4⁄3 | ||||||||
| 25317 |
Enables integration with Tableau to query data, explore workbook content, and r…
|
F 25 4⁄4 | ||||||||
| 25318 |
Enables comprehensive schema and solution management for Microsoft Dataverse, i…
|
F 25 4⁄4 | ||||||||
| 25319 |
A web browser automation server that allows AI assistants to control Chrome wit…
|
F 25 4⁄3 | ||||||||
| 25320 |
MCP server implementation for the UniFi network application
|
F 25 4⁄3 | ||||||||
| 25321 |
Manage your Anki collection with AnkiConnect & MCP
|
F 25 4⁄3 | ||||||||
| 25322 |
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, Vir…
|
F 25 4⁄4 | ||||||||
| 25323 |
Connects MCP clients to TunnelHub to monitor automations, inspect executions, a…
|
F 25 4⁄3 | ||||||||
| 25324 |
An intelligent assistant for Pull Request analysis that integrates GitHub with …
|
F 25 4⁄4 | ||||||||
| 25325 |
Enables bidirectional control between Claude Code and Figma with real-time sync…
|
F 25 4⁄3 | ||||||||
| 25326 |
An MCP server that provides comprehensive DeFi analytics and data access for th…
|
F 25 4⁄3 | ||||||||
| 25327 |
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard a…
|
F 25 4⁄3 | ||||||||
| 25328 |
An MCP server plugin for the Tabby Terminal that enables AI assistants to execu…
|
F 25 4⁄3 | ||||||||
| 25329 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
F 25 4⁄4 | ||||||||
| 25330 |
A comprehensive MCP server that enables AI models to perform local file operati…
|
F 25 4⁄3 | ||||||||
| 25331 |
An MCP server to communicate with the App Store Connect API for iOS Developers
|
F 25 4⁄3 | ||||||||
| 25332 |
Exposes the Hookbase webhook relay API as tools for AI assistants to manage sou…
|
F 25 4⁄4 | ||||||||
| 25333 |
Enables interaction with MongoDB databases and MongoDB Atlas for querying data …
|
F 25 4⁄4 | ||||||||
| 25334 |
Provides tools for querying onchain data across 12+ blockchain networks, includ…
|
F 25 4⁄4 | ||||||||
| 25335 |
Enables secure access to BigQuery datasets with intelligent query result cachin…
|
F 25 4⁄4 | ||||||||
| 25336 |
A Model Context Protocol server for executing commands via SSH on remote server…
|
F 25 4⁄3 | ||||||||
| 25337 |
Enables AI assistants to interact with QuantConnect's algorithmic trading platf…
|
F 25 4⁄4 | ||||||||
| 25338 |
Exposes Playwright-powered automation tools to AI assistants for navigating web…
|
F 25 4⁄3 | ||||||||
| 25339 |
Enables AI-powered email management for Microsoft Outlook, allowing users to se…
|
F 25 4⁄3 | ||||||||
| 25340 |
Enables static analysis of Solidity smart contracts using Slither, including co…
|
F 25 4⁄3 | ||||||||
| 25341 |
Provides access to Outscraper's data extraction services for business intellige…
|
F 25 4⁄4 | ||||||||
| 25342 |
Provides intelligent file system operations with advanced features including co…
|
F 25 4⁄4 | ||||||||
| 25343 |
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Q…
|
F 25 4⁄4 | ||||||||
| 25344 |
Enables autonomous AI-to-AI collaboration between Claude and Gemini to execute …
|
F 25 4⁄4 | ||||||||
| 25345 |
Streaming music player that finds free music for you
|
F 25 4⁄3 | ||||||||
| 25346 |
MCP proxy & AI automation platform with a human approval layer
|
F 25 4⁄3 | ||||||||
| 25347 |
Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Me…
|
F 25 4⁄3 | ||||||||
| 25348 |
Provides AI assistants with direct terminal access to execute commands, manage …
|
F 25 4⁄3 | ||||||||
| 25349 |
A secure Model Context Protocol server that enables Claude AI to list, search, …
|
F 25 4⁄4 | ||||||||
| 25350 |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
|
F 25 4⁄3 | ||||||||