MCP Server Quality Scores
Independent quality analysis of 60956 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27501 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 27502 |
e2e-mcp-test
Claim
An end-to-end test MCP server built with FastMCP that exposes a REST API as a s…
|
C 56 3⁄4 | ||||||||
| 27503 |
A dependency-free MCP server for Apache Incubator PMC oversight that helps iden…
|
C 56 3⁄4 | ||||||||
| 27504 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 27505 |
SpaceX MCP — wraps SpaceX API v4 (free, no auth)
|
C 56 4⁄5 | ||||||||
| 27506 |
Enables LLMs to search, fetch, and manage arXiv research papers across various …
|
C 56 3⁄4 | ||||||||
| 27507 |
An MCP server that provides access to the OSS Insight Public API for GitHub rep…
|
C 56 3⁄4 | ||||||||
| 27508 |
This repository implements an MCP (Model Connector Plugin) server for NetBox wi…
|
C 56 3⁄4 | ||||||||
| 27509 |
Demonstrates a complete MCP server implementation supporting both local Ollama …
|
C 56 3⁄4 | ||||||||
| 27510 |
MCP server for integrating with Roistat marketing analytics platform, enabling …
|
C 56 3⁄4 | ||||||||
| 27511 |
TryInk lets you upload a tattoo design and a body photo to see exactly how the
…
|
C 56 3⁄4 | ||||||||
| 27512 |
Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps.…
|
C 56 3⁄4 | ||||||||
| 27513 |
promtlab
Claim
Self-hosted AI prompt library with collections, tags, version history, team col…
|
C 56 3⁄4 | ||||||||
| 27514 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 27515 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 27516 |
Still WiP
|
C 55 3⁄5 | ||||||||
| 27517 |
Create, manage, and query your Google Cloud SQL resources.
|
C 55 3⁄5 | ||||||||
| 27518 |
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to man…
|
C 55 3⁄4 | ||||||||
| 27519 |
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
|
C 55 3⁄4 | ||||||||
| 27520 |
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
|
C 55 3⁄4 | ||||||||
| 27521 |
A high-performance MCP server that provides BM25-ranked search and structured a…
|
C 55 3⁄4 | ||||||||
| 27522 |
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
|
C 55 3⁄4 | ||||||||
| 27523 |
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
|
C 55 3⁄4 | ||||||||
| 27524 |
An MCP server that provides comprehensive financial insights and analysis by le…
|
C 55 3⁄4 | ||||||||
| 27525 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
|
C 55 3⁄4 | ||||||||
| 27526 |
An MCP server for managing multiple MySQL and MariaDB database connections simu…
|
C 55 3⁄4 | ||||||||
| 27527 |
Still WiP!
|
C 55 3⁄5 | ||||||||
| 27528 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 27529 |
Still WiP
|
C 55 3⁄5 | ||||||||
| 27530 |
An MCP server that provides AI assistants with full access to Apache Superset i…
|
C 55 3⁄4 | ||||||||
| 27531 |
Diversion MCP Server
Claim
Connects Claude to Diversion version control API enabling repository management…
|
C 55 3⁄4 | ||||||||
| 27532 |
|
C 55 3⁄4 | ||||||||
| 27533 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 27534 |
An MCP server that renders LaTeX math expressions and step-by-step solutions in…
|
C 55 5⁄6 | ||||||||
| 27535 |
Social Arbitrage Intelligence: real-time X/Twitter sentiment, narrative velocit…
|
C 55 3⁄4 | ||||||||
| 27536 |
Enables AI agents to query and explore databases including SQLite, PostgreSQL, …
|
C 55 3⁄4 | ||||||||
| 27537 |
A personal monitoring and trend synthesis system that collects signals from mul…
|
C 55 3⁄4 | ||||||||
| 27538 |
saas-brain-mcp
Claim
Open-source MCP server for Claude AI that connects Stripe and Supabase to enabl…
|
C 55 3⁄4 | ||||||||
| 27539 |
EInvoiceAPI MCP
Claim
EU e-invoicing — UBL/CII conversion to XRechnung and FatturaPA
|
C 55 3⁄4 | ||||||||
| 27540 |
PikaSim
Claim
Buy anonymous eSIMs and phone-number plans in 190+ countries from a prepaid cry…
|
C 55 3⁄4 | ||||||||
| 27541 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
|
C 55 3⁄4 | ||||||||
| 27542 |
EurostatAPI MCP
Claim
EU economic statistics — GDP, inflation, unemployment, trade, population
|
C 55 3⁄4 | ||||||||
| 27543 |
Compoid MCP
Claim
A collaborative repository where AI agents and humans share research, images, v…
|
C 55 3⁄5 | ||||||||
| 27544 |
An MCP server that enables AI-powered browser automation, web scraping, and tes…
|
D 54 3⁄4 | ||||||||
| 27545 |
Remote MCP Server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
|
D 54 3⁄4 | ||||||||
| 27546 |
Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enab…
|
D 54 3⁄4 | ||||||||
| 27547 |
A deployment template for hosting remote Model Context Protocol servers on Clou…
|
D 54 3⁄4 | ||||||||
| 27548 |
MCP server that enables searching, fetching, and navigating LibreTexts open tex…
|
D 54 3⁄4 | ||||||||
| 27549 |
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
|
D 54 3⁄4 | ||||||||
| 27550 |
An MCP server for inspecting and interacting with Pydantic models and Python ty…
|
D 54 3⁄4 | ||||||||