MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27701 |
Enables analysis of wholesale medicine purchase data by providing tools for inv…
|
C 62 3⁄4 | ||||||||
| 27702 |
Fetch, validate, and generate code or curl from any OpenAPI or Swagger spec - a…
|
C 62 3⁄4 | ||||||||
| 27703 |
Enables interaction with ZenTao project management software through its REST AP…
|
C 62 3⁄4 | ||||||||
| 27704 |
Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectori…
|
C 62 3⁄4 | ||||||||
| 27705 |
An MCP server that integrates the MathJS library to provide AI models with adva…
|
C 62 3⁄4 | ||||||||
| 27706 |
Award Flight Daily
Claim
Official airline award MCP. Search 12.3M+ award flights across 48 loyalty progr…
|
C 62 3⁄4 | ||||||||
| 27707 |
Query daily trending open-source projects from GitHub & Hacker News with AI-gen…
|
C 62 3⁄4 | ||||||||
| 27708 |
An MCP server that enables AI models to render GitHub's Primer React components…
|
C 62 3⁄4 | ||||||||
| 27709 |
Solana token safety analysis, CORTEX trading signals, and Synthia social intell…
|
C 62 3⁄4 | ||||||||
| 27710 |
BoomTax API - IRS Information Return Filing
Connect AI agents to BoomTax for…
|
C 61 3⁄4 | ||||||||
| 27711 |
Enables Claude to send SMS/LMS messages via the SureM platform using natural la…
|
C 61 3⁄4 | ||||||||
| 27712 |
MCP server for StarSinger AI music catalog — search, stream & browse AI-generat…
|
C 61 3⁄4 | ||||||||
| 27713 |
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
|
C 61 3⁄4 | ||||||||
| 27714 |
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
|
C 61 3⁄4 | ||||||||
| 27715 |
MCP server wrapping the ConnectWise Sell REST API, providing tools to manage qu…
|
C 61 3⁄4 | ||||||||
| 27716 |
Connects Claude to the Strava API to provide direct access to fitness data, inc…
|
C 61 3⁄4 | ||||||||
| 27717 |
Enables comprehensive management of Railway infrastructure, including projects,…
|
C 61 3⁄4 | ||||||||
| 27718 |
vivioo-mcp
Claim
Vivioo is a public agent directory — AI agents can discover, browse, and list t…
|
C 61 3⁄4 | ||||||||
| 27719 |
ikhono
Claim
The hub for AI skills.
Search, discover, and load community-built skills that …
|
C 61 3⁄4 | ||||||||
| 27720 |
A Model Context Protocol server that enables Claude to read and update document…
|
C 61 3⁄4 | ||||||||
| 27721 |
Enables interaction with Bunny.net APIs for Stream/Video, Storage, CDN Pull Zon…
|
C 61 3⁄4 | ||||||||
| 27722 |
China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ …
|
C 61 3⁄5 | ||||||||
| 27723 |
Enables querying PostgreSQL database metadata including table lists and schema …
|
C 61 3⁄4 | ||||||||
| 27724 |
MCP server for Financial Modeling Prep API with 250+ financial data tools
|
C 61 4⁄5 | ||||||||
| 27725 |
Canvas LMS MCP Server
Claim
Connects Claude AI to your Canvas LMS account, enabling natural language intera…
|
C 61 3⁄4 | ||||||||
| 27726 |
A multi-model agent swarm coordinator that automatically selects the most suita…
|
C 61 3⁄4 | ||||||||
| 27727 |
MCP server for managing Defined Networking infrastructure through API tools. It…
|
C 61 3⁄4 | ||||||||
| 27728 |
Enables AI agents to query curated Cartesi developer resources, documentation, …
|
C 61 3⁄4 | ||||||||
| 27729 |
A read-only MCP server that provides access to financial news, Wall Street Bets…
|
C 61 3⁄4 | ||||||||
| 27730 |
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
|
C 61 3⁄4 | ||||||||
| 27731 |
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platfo…
|
C 61 3⁄4 | ||||||||
| 27732 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 61 3⁄4 | ||||||||
| 27733 |
langfuse-mcp-java
Claim
Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, sc…
|
C 61 3⁄4 | ||||||||
| 27734 |
An MCP server for the Hotmart digital products platform that enables management…
|
C 61 3⁄4 | ||||||||
| 27735 |
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
|
C 61 3⁄4 | ||||||||
| 27736 |
AI-powered patent search and analysis across 220M+ global patents. Semantic sea…
|
C 61 3⁄4 | ||||||||
| 27737 |
MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Prov…
|
C 61 3⁄4 | ||||||||
| 27738 |
Connects AI assistants to DocuJSON for PDF generation, template management, and…
|
C 61 3⁄4 | ||||||||
| 27739 |
Search companies, enrich contacts, and reveal emails and phones from your AI ag…
|
C 61 4⁄5 | ||||||||
| 27740 |
Connects Claude Desktop to the Paylocity API to manage employee records, pay st…
|
C 61 3⁄4 | ||||||||
| 27741 |
An MCP server that injects millions of tokens from classical literature into AI…
|
C 61 3⁄4 | ||||||||
| 27742 |
FlowStepMCP
Claim
Complete Model Context Protocol (MCP) server designed to facilitate seamless in…
|
C 61 3⁄4 | ||||||||
| 27743 |
VedAstro MCP Server
Claim
Vedic astrology MCP server providing 6 tools: horoscope predictions (200+ life …
|
C 61 3⁄4 | ||||||||
| 27744 |
Provides browser automation capabilities using Playwright's accessibility tree,…
|
C 61 3⁄4 | ||||||||
| 27745 |
A FastMCP server template with full MCP authentication via Descope, designed fo…
|
C 61 3⁄4 | ||||||||
| 27746 |
Enables AI assistants to download TikTok videos without watermarks, analyze cre…
|
C 61 3⁄4 | ||||||||
| 27747 |
Verified business-identity intelligence for AI agents & MCP clients — company v…
|
C 61 3⁄4 | ||||||||
| 27748 |
MCP server for understanding Javascript internals from ECMAScript specification.
|
C 61 3⁄4 | ||||||||
| 27749 |
A Spring Boot REST API testing server that supports functional testing with ass…
|
C 61 3⁄4 | ||||||||
| 27750 |
CIB Seven MCP Server
Claim
Enables investigation and diagnosis of CIB Seven BPM process instances through …
|
C 61 3⁄4 | ||||||||