MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27401 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 27402 |
An MCP server that provides access to the OSS Insight Public API for GitHub rep…
|
C 56 3⁄4 | ||||||||
| 27403 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 27404 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 27405 |
Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps.…
|
C 56 3⁄4 | ||||||||
| 27406 |
Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently …
|
C 56 3⁄4 | ||||||||
| 27407 |
Enables LLMs to search, fetch, and manage arXiv research papers across various …
|
C 56 3⁄4 | ||||||||
| 27408 |
Enables querying and analyzing XBRL financial data through natural language, us…
|
C 56 3⁄4 | ||||||||
| 27409 |
MCP server for integrating with Roistat marketing analytics platform, enabling …
|
C 56 3⁄4 | ||||||||
| 27410 |
An HR management server that provides access to employee directory information,…
|
C 56 3⁄4 | ||||||||
| 27411 |
BotSpot
Claim
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…
|
C 56 3⁄4 | ||||||||
| 27412 |
A dependency-free MCP server for Apache Incubator PMC oversight that helps iden…
|
C 56 3⁄4 | ||||||||
| 27413 |
Discover and hire AI agents with micropayments. Search, check reputation, get p…
|
C 56 3⁄5 | ||||||||
| 27414 |
This repository implements an MCP (Model Connector Plugin) server for NetBox wi…
|
C 56 3⁄4 | ||||||||
| 27415 |
An MCP server that enables users to control a MeTube instance for managing yt-d…
|
C 56 3⁄4 | ||||||||
| 27416 |
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
|
C 55 3⁄4 | ||||||||
| 27417 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 27418 |
An MCP server that renders LaTeX math expressions and step-by-step solutions in…
|
C 55 5⁄6 | ||||||||
| 27419 |
Enables AI agents to query and explore databases including SQLite, PostgreSQL, …
|
C 55 3⁄4 | ||||||||
| 27420 |
Still WiP
|
C 55 2⁄5 | ||||||||
| 27421 |
|
C 55 3⁄4 | ||||||||
| 27422 |
An MCP server that provides comprehensive financial insights and analysis by le…
|
C 55 3⁄4 | ||||||||
| 27423 |
EurostatAPI MCP
Claim
EU economic statistics — GDP, inflation, unemployment, trade, population
|
C 55 3⁄4 | ||||||||
| 27424 |
saas-brain-mcp
Claim
Open-source MCP server for Claude AI that connects Stripe and Supabase to enabl…
|
C 55 3⁄4 | ||||||||
| 27425 |
An MCP server that provides AI assistants with full access to Apache Superset i…
|
C 55 3⁄4 | ||||||||
| 27426 |
EInvoiceAPI MCP
Claim
EU e-invoicing — UBL/CII conversion to XRechnung and FatturaPA
|
C 55 3⁄4 | ||||||||
| 27427 |
A personal monitoring and trend synthesis system that collects signals from mul…
|
C 55 3⁄4 | ||||||||
| 27428 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 27429 |
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
|
C 55 3⁄4 | ||||||||
| 27430 |
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to man…
|
C 55 3⁄4 | ||||||||
| 27431 |
An MCP server for managing multiple MySQL and MariaDB database connections simu…
|
C 55 3⁄4 | ||||||||
| 27432 |
A high-performance MCP server that provides BM25-ranked search and structured a…
|
C 55 3⁄4 | ||||||||
| 27433 |
Social Arbitrage Intelligence: real-time X/Twitter sentiment, narrative velocit…
|
C 55 3⁄4 | ||||||||
| 27434 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
|
C 55 3⁄4 | ||||||||
| 27435 |
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
|
C 55 3⁄4 | ||||||||
| 27436 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 27437 |
MCP server for web development with Khoros, Gainsight, and HigherLogic integrat…
|
C 55 2⁄5 | ||||||||
| 27438 |
Diversion MCP Server
Claim
Connects Claude to Diversion version control API enabling repository management…
|
C 55 3⁄4 | ||||||||
| 27439 |
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
|
C 55 3⁄4 | ||||||||
| 27440 |
Still WiP
|
C 55 2⁄5 | ||||||||
| 27441 |
PikaSim
Claim
Browse, compare, and purchase eSIMs for 190+ countries via AI agents. 12 tools …
|
C 55 3⁄4 | ||||||||
| 27442 |
Compoid MCP
Claim
A collaborative repository where AI agents and humans share research, images, v…
|
C 55 3⁄5 | ||||||||
| 27443 |
Still WiP!
|
C 55 2⁄5 | ||||||||
| 27444 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
|
C 55 3⁄4 | ||||||||
| 27445 |
An MCP server that enables users to automatically tailor LibreOffice resumes by…
|
D 54 3⁄4 | ||||||||
| 27446 |
This MCP server enables Claude Desktop to create, visualize, and simulate quant…
|
D 54 3⁄4 | ||||||||
| 27447 |
Provides real-time Argentine dollar exchange rates to Claude, including blue, o…
|
D 54 3⁄4 | ||||||||
| 27448 |
Memory Nexus
Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
|
D 54 3⁄4 | ||||||||
| 27449 |
Enables teams to create a shared knowledge base where members can store, search…
|
D 54 5⁄6 | ||||||||
| 27450 |
A deployment template for hosting remote Model Context Protocol servers on Clou…
|
D 54 3⁄4 | ||||||||