MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6551 |
BetterMCPFileServer
Claim
A redesigned Model Context Protocol server that enables AI models to access fil…
|
B 72 5⁄5 | ||||||||
| 6552 |
Provides tools for fetching real-time news and performing AI-powered sentiment …
|
B 72 5⁄5 | ||||||||
| 6553 |
Enables interaction with PostgreSQL databases through a production-ready MCP se…
|
B 72 5⁄5 | ||||||||
| 6554 |
Provides browser automation capabilities for LLMs using Playwright, leveraging …
|
B 72 5⁄5 | ||||||||
| 6555 |
A Model Context Protocol server that enables management of Ghost blog content (…
|
B 72 5⁄5 | ||||||||
| 6556 |
A server that allows searching and retrieving Solodit vulnerability reports thr…
|
B 72 5⁄5 | ||||||||
| 6557 |
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
|
B 72 5⁄4 | ||||||||
| 6558 |
Enables AI agents to search for cabs, view prices, and book rides through the o…
|
B 72 5⁄5 | ||||||||
| 6559 |
Provides AI models with structured design guidelines and system prompts for cre…
|
B 72 5⁄5 | ||||||||
| 6560 |
A Model Context Protocol server that helps students manage academic workflows b…
|
B 72 5⁄5 | ||||||||
| 6561 |
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatic…
|
B 72 5⁄4 | ||||||||
| 6562 |
A Model Context Protocol (MCP) server that enables AI assistants to download fi…
|
B 72 5⁄5 | ||||||||
| 6563 |
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
|
B 72 5⁄5 | ||||||||
| 6564 |
MCP server for NEAR wallet creation, balance checks, and transaction signing.
|
B 72 5⁄4 | ||||||||
| 6565 |
Enables interaction with Overseerr API to manage movie and TV show requests, al…
|
B 72 5⁄5 | ||||||||
| 6566 |
GitLab MCP (Model Context Protocol) server for AI agents
|
B 72 5⁄4 | ||||||||
| 6567 |
Authorize.net MCP Server
Claim
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
|
B 72 5⁄5 | ||||||||
| 6568 |
A Model Context Protocol server that transforms video downloading into a tool-b…
|
B 72 5⁄5 | ||||||||
| 6569 |
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
|
B 72 5⁄5 | ||||||||
| 6570 |
An MCP server built on [markmap](https://github.com/markmap/markmap) that conve…
|
B 72 5⁄5 | ||||||||
| 6571 |
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…
|
B 72 5⁄4 | ||||||||
| 6572 |
Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to in…
|
B 72 5⁄5 | ||||||||
| 6573 |
An MCP server that helps developers publish their MCP servers to the registry
|
B 72 5⁄5 | ||||||||
| 6574 |
Enables real-time weather information retrieval and local search history manage…
|
B 72 5⁄4 | ||||||||
| 6575 |
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
|
B 72 5⁄5 | ||||||||
| 6576 |
Enables automation of workflows across GitHub, Notion, and Google Calendar with…
|
B 71 5⁄5 | ||||||||
| 6577 |
A read-only MCP server that provides AI assistants with structured access to So…
|
B 71 5⁄5 | ||||||||
| 6578 |
Provides centralized security instructions for AI-assisted code generation by m…
|
B 71 5⁄5 | ||||||||
| 6579 |
hass-mcp-server
Claim
A Home Assistant Custom Component that provides an MCP (Model Context Protocol)…
|
B 71 5⁄4 | ||||||||
| 6580 |
Enables AI assistants to search for files and content across the file system us…
|
B 71 5⁄4 | ||||||||
| 6581 |
Provides AI agents with unified access to Gmail for email management (send, rea…
|
B 71 5⁄5 | ||||||||
| 6582 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 6583 |
Provides AI assistants with unified access to on-prem Active Directory via LDAP…
|
B 71 5⁄5 | ||||||||
| 6584 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 6585 |
Sloot MCP Server
Claim
A TypeScript MCP server implementation using Express.js that provides basic too…
|
B 71 5⁄5 | ||||||||
| 6586 |
An intelligent server that transforms local Dash documentation into a context-a…
|
B 71 5⁄5 | ||||||||
| 6587 |
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
|
B 71 5⁄5 | ||||||||
| 6588 |
Enables interaction with Slack workspaces through comprehensive integration cap…
|
B 71 5⁄5 | ||||||||
| 6589 |
Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…
|
B 71 5⁄5 | ||||||||
| 6590 |
An MCP server that allows AI models to execute system commands on local machine…
|
B 71 5⁄5 | ||||||||
| 6591 |
Enables LLM agents to perform CRUD operations across multiple databases includi…
|
B 71 5⁄5 | ||||||||
| 6592 |
Enables natural language interaction with rasdaman multidimensional databases b…
|
B 71 5⁄5 | ||||||||
| 6593 |
MCP server for Coroot observability platform - integrate monitoring, troublesho…
|
B 71 5⁄5 | ||||||||
| 6594 |
USASpending MCP Server
Claim
Enables research of federal contract awards, market opportunities, and competit…
|
B 71 5⁄5 | ||||||||
| 6595 |
Provides searchable access to official MCP protocol specification and FastMCP f…
|
B 71 5⁄5 | ||||||||
| 6596 |
Enables LLMs to perform browser automation and web page interactions using Play…
|
B 71 5⁄5 | ||||||||
| 6597 |
A web application for securely managing GitHub tokens and providing centralized…
|
B 71 5⁄5 | ||||||||
| 6598 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
B 71 5⁄4 | ||||||||
| 6599 |
Enables verification of natural language claims against CME prediction market d…
|
B 71 5⁄5 | ||||||||
| 6600 |
mcpManager
Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
|
B 71 5⁄4 | ||||||||