MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28451 |
Book4Time MCP Server
Claim
Enables interaction with the Book4Time API through an Azure Function-hosted ser…
|
C 56 3⁄4 | ||||||||
| 28452 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
C 56 3⁄4 | ||||||||
| 28453 |
Validate Amazonbot and Amzn-SearchBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||
| 28454 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 28455 |
An HR management server that provides access to employee directory information,…
|
C 56 3⁄4 | ||||||||
| 28456 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 28457 |
Validate CommonCrawl CCBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||
| 28458 |
BotSpot
Claim
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…
|
C 56 3⁄4 | ||||||||
| 28459 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 28460 |
Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.
|
C 56 3⁄5 | ||||||||
| 28461 |
Doggi MCP Server
Claim
Provides structured investor psychology coaching tools for the Doggi (Careful S…
|
C 56 3⁄4 | ||||||||
| 28462 |
MCP server for integrating with Roistat marketing analytics platform, enabling …
|
C 56 3⁄4 | ||||||||
| 28463 |
promtlab
Claim
Self-hosted AI prompt library with collections, tags, version history, team col…
|
C 56 3⁄4 | ||||||||
| 28464 |
A minimal Python MCP server that provides surf forecasts for a single Surfline …
|
C 56 3⁄4 | ||||||||
| 28465 |
Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps.…
|
C 56 3⁄4 | ||||||||
| 28466 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 28467 |
MCP Context Server
Claim
A secure multi-tenant server that provides real-time context to LLMs via REST A…
|
C 56 3⁄4 | ||||||||
| 28468 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 28469 |
A high-performance MCP server that provides BM25-ranked search and structured a…
|
C 55 3⁄4 | ||||||||
| 28470 |
|
C 55 3⁄4 | ||||||||
| 28471 |
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
|
C 55 3⁄4 | ||||||||
| 28472 |
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to man…
|
C 55 3⁄4 | ||||||||
| 28473 |
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
|
C 55 3⁄4 | ||||||||
| 28474 |
An MCP server that renders LaTeX math expressions and step-by-step solutions in…
|
C 55 5⁄6 | ||||||||
| 28475 |
Compoid MCP
Claim
A collaborative repository where AI agents and humans share research, images, v…
|
C 55 3⁄5 | ||||||||
| 28476 |
An MCP server that provides comprehensive financial insights and analysis by le…
|
C 55 3⁄4 | ||||||||
| 28477 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
|
C 55 3⁄4 | ||||||||
| 28478 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
|
C 55 3⁄4 | ||||||||
| 28479 |
Social Arbitrage Intelligence: real-time X/Twitter sentiment, narrative velocit…
|
C 55 3⁄4 | ||||||||
| 28480 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 28481 |
An MCP server that provides AI assistants with full access to Apache Superset i…
|
C 55 3⁄4 | ||||||||
| 28482 |
Diversion MCP Server
Claim
Connects Claude to Diversion version control API enabling repository management…
|
C 55 3⁄4 | ||||||||
| 28483 |
Cloud-hosted MCP server for URnetwork VPN and Proxy
|
C 55 3⁄5 | ||||||||
| 28484 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 28485 |
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
|
C 55 3⁄4 | ||||||||
| 28486 |
saas-brain-mcp
Claim
Open-source MCP server for Claude AI that connects Stripe and Supabase to enabl…
|
C 55 3⁄4 | ||||||||
| 28487 |
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
|
C 55 3⁄4 | ||||||||
| 28488 |
Enables AI agents to query and explore databases including SQLite, PostgreSQL, …
|
C 55 3⁄4 | ||||||||
| 28489 |
EurostatAPI MCP
Claim
EU economic statistics — GDP, inflation, unemployment, trade, population
|
C 55 3⁄4 | ||||||||
| 28490 |
A personal monitoring and trend synthesis system that collects signals from mul…
|
C 55 3⁄4 | ||||||||
| 28491 |
An MCP server for managing multiple MySQL and MariaDB database connections simu…
|
C 55 3⁄4 | ||||||||
| 28492 |
Still WiP
|
C 55 3⁄5 | ||||||||
| 28493 |
EInvoiceAPI MCP
Claim
EU e-invoicing — UBL/CII conversion to XRechnung and FatturaPA
|
C 55 3⁄4 | ||||||||
| 28494 |
PikaSim
Claim
Anonymous eSIMs, phone numbers, and SMS codes in 190+ countries. Crypto-paid; a…
|
C 55 3⁄4 | ||||||||
| 28495 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 28496 |
Still WiP
|
C 55 3⁄5 | ||||||||
| 28497 |
Still WiP!
|
C 55 3⁄5 | ||||||||
| 28498 |
A Model Context Protocol server for interacting with Lanzou Cloud storage. It p…
|
D 54 3⁄4 | ||||||||
| 28499 |
An MCP server that enables users to automatically tailor LibreOffice resumes by…
|
D 54 3⁄4 | ||||||||
| 28500 |
This MCP server enables Claude Desktop to create, visualize, and simulate quant…
|
D 54 3⁄4 | ||||||||