MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20301 |
vurb.ts
Claim
Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured…
|
C 61 4⁄3 | ||||||||
| 20302 |
MongoDB MCP Server
Claim
A powerful Model Context Protocol (MCP) server implementation that provides sta…
|
C 61 4⁄4 | ||||||||
| 20303 |
A server that exposes DigitalOcean App Platform functionality through standardi…
|
C 61 4⁄4 | ||||||||
| 20304 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 20305 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 20306 |
Swagger MCP Server
Claim
A lightweight server that enables interaction with the Swagger Petstore API usi…
|
C 61 4⁄3 | ||||||||
| 20307 |
Manage and organize tasks efficiently with AI agent integration. Create, update…
|
C 61 4⁄3 | ||||||||
| 20308 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 20309 |
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, …
|
C 61 4⁄3 | ||||||||
| 20310 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 20311 |
Enables enhanced decision-making through hierarchical LLM analysis, using three…
|
C 61 4⁄4 | ||||||||
| 20312 |
Enables AI assistants to interact directly with the ClickUp REST API v2 for man…
|
C 61 4⁄4 | ||||||||
| 20313 |
mcp_rails_template
Claim
A minimal Rails API template for creating MCP (Model Context Protocol) servers …
|
C 61 3⁄3 | ||||||||
| 20314 |
|
C 61 4⁄3 | ||||||||
| 20315 |
monitor
Claim
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
|
C 61 4⁄3 | ||||||||
| 20316 |
anyquery
Claim
Query more than 40 apps with one binary using SQL. It can also connect to your …
|
C 61 4⁄4 | ||||||||
| 20317 |
An MCP server that provides AI assistants with full access to Infoblox NIOS for…
|
C 61 4⁄4 | ||||||||
| 20318 |
Credential isolation for AI agents. Inject secrets at the network boundary.
|
C 61 4⁄3 | ||||||||
| 20319 |
Official MCP server for esa.io - a documentation sharing service for teams
|
C 61 4⁄3 | ||||||||
| 20320 |
A Model Context Protocol server that allows AI assistants to interact with Lunc…
|
C 61 4⁄4 | ||||||||
| 20321 |
Enables querying and analyzing blockchain data from Dune Analytics with Polars-…
|
C 61 4⁄4 | ||||||||
| 20322 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 20323 |
A FastAPI-based microservice that analyzes job URLs and extracts detailed compa…
|
C 61 4⁄4 | ||||||||
| 20324 |
A Node.js implementation that enables browsing Git repositories through the Mod…
|
C 61 4⁄4 | ||||||||
| 20325 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 20326 |
Open Targets MCP server for targets, diseases, drugs, variants, and evidence
|
C 61 4⁄3 | ||||||||
| 20327 |
Enables AI assistants to access Google's Threat Intelligence suite for file ana…
|
C 61 4⁄4 | ||||||||
| 20328 |
groundhog
Claim
Groundhog's primary purpose is to teach people how Cursor and all these other c…
|
C 61 4⁄3 | ||||||||
| 20329 |
nvim-gemini-companion
Claim
A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)
|
C 61 3⁄3 | ||||||||
| 20330 |
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hol…
|
C 61 4⁄3 | ||||||||
| 20331 |
Getting Started with Remote MCP Servers using Azure Functions (Python)
|
C 61 4⁄3 | ||||||||
| 20332 |
MCP Email Service
Claim
Enables multi-account email management with AI-powered monitoring, intelligent …
|
C 61 4⁄4 | ||||||||
| 20333 |
A Model Context Protocol implementation with a modular architecture that expose…
|
C 61 4⁄4 | ||||||||
| 20334 |
Githru
Claim
Analyze GitHub repositories to uncover contributor impact, PR complexity, and a…
|
C 61 4⁄3 | ||||||||
| 20335 |
Unified MCP context intelligence platform — pip-installable CLI that absorbed 6…
|
C 61 4⁄3 | ||||||||
| 20336 |
Enables exploration and analysis of NetCDF scientific data files through intuit…
|
C 61 4⁄3 | ||||||||
| 20337 |
Enables AI agents to request user decisions and send notifications via Discord …
|
C 61 4⁄3 | ||||||||
| 20338 |
hyperliquid-mcp-server
Claim
🚀 MCP Server para Hyperliquid DEX - Trade com Claude usando linguagem natural. …
|
C 61 4⁄4 | ||||||||
| 20339 |
Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.
|
C 61 4⁄3 | ||||||||
| 20340 |
A universal bridge that turns legacy backend services and modern APIs into AI-a…
|
C 61 4⁄4 | ||||||||
| 20341 |
Enables AI-assisted Windows digital forensics analysis including parsing Window…
|
C 61 4⁄4 | ||||||||
| 20342 |
Signadot MCP Server
Claim
Connect to Signadot to manage ephemeral environments and route traffic to local…
|
C 61 4⁄3 | ||||||||
| 20343 |
Enables managing a minimal task backlog with operations to create, list, update…
|
C 61 4⁄3 | ||||||||
| 20344 |
TIA-Portal MCP-Server
Claim
Enables interaction with Siemens TIA Portal projects directly from VS Code or C…
|
C 61 4⁄3 | ||||||||
| 20345 |
Scrapes webpages and converts them to markdown using AI-powered interaction to …
|
C 61 4⁄4 | ||||||||
| 20346 |
mcprouter
Claim
api router for MCP Servers
|
C 61 4⁄3 | ||||||||
| 20347 |
|
C 61 4⁄3 | ||||||||
| 20348 |
MCP server for Backlog API integration with AI agents.
|
C 61 4⁄3 | ||||||||
| 20349 |
Provides access to Formula 1 data including driver and constructor championship…
|
C 61 4⁄4 | ||||||||
| 20350 |
Enables interaction with GitHub repositories through the GitHub API using fastM…
|
C 61 4⁄4 | ||||||||