MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28201 |
Enables interaction with ZenTao project management software through its REST AP…
|
C 62 3⁄4 | ||||||||
| 28202 |
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
|
C 62 3⁄4 | ||||||||
| 28203 |
Basic MCP Server
Claim
A minimal Model Context Protocol (MCP) server demonstrating the implementation …
|
C 62 3⁄4 | ||||||||
| 28204 |
A Model Context Protocol server that provides access to MyAnimeList's API for a…
|
C 62 3⁄4 | ||||||||
| 28205 |
Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectori…
|
C 62 3⁄4 | ||||||||
| 28206 |
GraphAPI MCP
Claim
A Python-based MCP server that enables authenticated Microsoft Graph API calls …
|
C 62 3⁄4 | ||||||||
| 28207 |
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
|
C 62 3⁄4 | ||||||||
| 28208 |
Enables natural language querying of PostgreSQL databases through the Model Con…
|
C 62 3⁄4 | ||||||||
| 28209 |
CIB Seven MCP Server
Claim
Enables investigation and diagnosis of CIB Seven BPM process instances through …
|
C 61 3⁄4 | ||||||||
| 28210 |
MCP server wrapping the ConnectWise Sell REST API, providing tools to manage qu…
|
C 61 3⁄4 | ||||||||
| 28211 |
MCP server for understanding Javascript internals from ECMAScript specification.
|
C 61 3⁄4 | ||||||||
| 28212 |
A multi-model agent swarm coordinator that automatically selects the most suita…
|
C 61 3⁄4 | ||||||||
| 28213 |
A template for building MCP servers that supports both HTTP transport with Bear…
|
C 61 3⁄4 | ||||||||
| 28214 |
Search companies, enrich contacts, and reveal emails and phones from your AI ag…
|
C 61 4⁄5 | ||||||||
| 28215 |
Provides browser automation capabilities using Playwright's accessibility tree,…
|
C 61 3⁄4 | ||||||||
| 28216 |
A Spring Boot REST API testing server that supports functional testing with ass…
|
C 61 3⁄4 | ||||||||
| 28217 |
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
|
C 61 3⁄4 | ||||||||
| 28218 |
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
|
C 61 3⁄4 | ||||||||
| 28219 |
ikhono
Claim
The hub for AI skills.
Search, discover, and load community-built skills that …
|
C 61 3⁄4 | ||||||||
| 28220 |
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
|
C 61 3⁄4 | ||||||||
| 28221 |
A FastMCP server template with full MCP authentication via Descope, designed fo…
|
C 61 3⁄4 | ||||||||
| 28222 |
Connects Claude Desktop to the Paylocity API to manage employee records, pay st…
|
C 61 3⁄4 | ||||||||
| 28223 |
Enables AI assistants to download TikTok videos without watermarks, analyze cre…
|
C 61 3⁄4 | ||||||||
| 28224 |
An MCP server for the Hotmart digital products platform that enables management…
|
C 61 3⁄4 | ||||||||
| 28225 |
FlowStepMCP
Claim
Complete Model Context Protocol (MCP) server designed to facilitate seamless in…
|
C 61 3⁄4 | ||||||||
| 28226 |
MCP server for managing Defined Networking infrastructure through API tools. It…
|
C 61 3⁄4 | ||||||||
| 28227 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 61 3⁄4 | ||||||||
| 28228 |
Enables browser automation using Selenium, including navigation, element intera…
|
C 61 3⁄4 | ||||||||
| 28229 |
Enables comprehensive management of Railway infrastructure, including projects,…
|
C 61 3⁄4 | ||||||||
| 28230 |
MCP server for StarSinger AI music catalog — search, stream & browse AI-generat…
|
C 61 3⁄4 | ||||||||
| 28231 |
langfuse-mcp-java
Claim
Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, sc…
|
C 61 3⁄4 | ||||||||
| 28232 |
vivioo-mcp
Claim
Vivioo is a public agent directory — AI agents can discover, browse, and list t…
|
C 61 3⁄4 | ||||||||
| 28233 |
Enables querying PostgreSQL database metadata including table lists and schema …
|
C 61 3⁄4 | ||||||||
| 28234 |
A Model Context Protocol server that enables Claude to read and update document…
|
C 61 3⁄4 | ||||||||
| 28235 |
Verified business-identity intelligence for AI agents & MCP clients — company v…
|
C 61 3⁄4 | ||||||||
| 28236 |
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platfo…
|
C 61 3⁄4 | ||||||||
| 28237 |
VedAstro MCP Server
Claim
Vedic astrology MCP server providing 6 tools: horoscope predictions (200+ life …
|
C 61 3⁄4 | ||||||||
| 28238 |
Enables AI agents to query curated Cartesi developer resources, documentation, …
|
C 61 3⁄4 | ||||||||
| 28239 |
An MCP server that injects millions of tokens from classical literature into AI…
|
C 61 3⁄4 | ||||||||
| 28240 |
Connects AI assistants to DocuJSON for PDF generation, template management, and…
|
C 61 3⁄4 | ||||||||
| 28241 |
A read-only MCP server that provides access to financial news, Wall Street Bets…
|
C 61 3⁄4 | ||||||||
| 28242 |
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
|
C 61 3⁄4 | ||||||||
| 28243 |
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
|
C 61 3⁄4 | ||||||||
| 28244 |
MCP server for Financial Modeling Prep API with 250+ financial data tools
|
C 61 4⁄5 | ||||||||
| 28245 |
Enables Claude to send SMS/LMS messages via the SureM platform using natural la…
|
C 61 3⁄4 | ||||||||
| 28246 |
Canvas LMS MCP Server
Claim
Connects Claude AI to your Canvas LMS account, enabling natural language intera…
|
C 61 3⁄4 | ||||||||
| 28247 |
BoomTax API - IRS Information Return Filing
Connect AI agents to BoomTax for…
|
C 61 3⁄4 | ||||||||
| 28248 |
An MCP server that converts Postman API requests into executable tools for LLMs…
|
C 61 3⁄4 | ||||||||
| 28249 |
MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Prov…
|
C 61 3⁄4 | ||||||||
| 28250 |
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
|
C 61 3⁄4 | ||||||||