MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12151 |
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
|
C 62 5⁄4 | ||||||||
| 12152 |
An MCP server that locally saves and categorizes user prompts from LLM sessions…
|
C 62 5⁄5 | ||||||||
| 12153 |
An MCP server for providing semantically related Ethereum Improvement Proposals…
|
C 62 5⁄4 | ||||||||
| 12154 |
Cupcake MCP Server
Claim
Enables searching and retrieving cupcake order records through natural language…
|
C 62 5⁄5 | ||||||||
| 12155 |
Italian legislation via MCP — full-text search across statutes and provisions
|
C 62 6⁄4 | ||||||||
| 12156 |
A Cloudflare Workers-based implementation of the Model Context Protocol server …
|
C 62 5⁄5 | ||||||||
| 12157 |
Provides AI assistants with structured access to an organization's engineering …
|
C 62 5⁄4 | ||||||||
| 12158 |
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
|
C 62 5⁄5 | ||||||||
| 12159 |
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
|
C 62 5⁄4 | ||||||||
| 12160 |
Errata Tool MCP Server
Claim
FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…
|
C 62 5⁄4 | ||||||||
| 12161 |
Integrates the Exploit-DB database with AI assistants to enable searching for e…
|
C 62 5⁄4 | ||||||||
| 12162 |
Enables users to manage projects and retrieve random wallpapers through a TypeS…
|
C 62 5⁄5 | ||||||||
| 12163 |
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
|
C 62 5⁄5 | ||||||||
| 12164 |
D&D Combat MCP Server
Claim
A Cloudflare Workers-based MCP server template for building remote MCP servers …
|
C 62 5⁄5 | ||||||||
| 12165 |
A Model Context Protocol server for tracking personal health and well-being, of…
|
C 62 5⁄5 | ||||||||
| 12166 |
swarmia-mcp
Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
|
C 62 6⁄6 | ||||||||
| 12167 |
A template for deploying an unauthenticated Model Context Protocol server on Cl…
|
C 62 5⁄5 | ||||||||
| 12168 |
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
|
C 62 5⁄4 | ||||||||
| 12169 |
A simple MCP server that provides two tools: one for counting specific letter o…
|
C 62 5⁄5 | ||||||||
| 12170 |
A lightweight Python interface that exposes TigerGraph database operations as s…
|
C 62 5⁄5 | ||||||||
| 12171 |
Enables AI assistants to interact with OpenStudio building energy models throug…
|
C 62 5⁄5 | ||||||||
| 12172 |
Enables AI assistants to interact with Supabase databases through standardized …
|
C 62 5⁄5 | ||||||||
| 12173 |
Encrypted mail, shared memory, and persistent context for AI agents.
|
C 62 5⁄5 | ||||||||
| 12174 |
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
|
C 62 5⁄5 | ||||||||
| 12175 |
YAPS MCP Server
Claim
Enables LLMs to query tokenized attention scores and credibility metrics for X/…
|
C 62 5⁄5 | ||||||||
| 12176 |
imdb-mcp-server
Claim
A comprehensive MCP server providing detailed IMDb data including movies, TV sh…
|
C 62 5⁄5 | ||||||||
| 12177 |
Enables AI assistants to securely retrieve academic grades and course informati…
|
C 62 5⁄5 | ||||||||
| 12178 |
A server that enables interaction with Jenkins CI/CD pipelines from any compati…
|
C 62 5⁄5 | ||||||||
| 12179 |
Enables scanning web pages and entire domains to identify broken links, checkin…
|
C 62 5⁄5 | ||||||||
| 12180 |
Provides OpenStreetMap integration for MCP, allowing users to query and visuali…
|
C 62 5⁄5 | ||||||||
| 12181 |
TradesPro is an open source MCP server that gives AI assistants structured know…
|
C 61 5⁄5 | ||||||||
| 12182 |
A Model Context Protocol server that provides access to a fund knowledge base. …
|
C 61 5⁄5 | ||||||||
| 12183 |
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
|
C 61 5⁄5 | ||||||||
| 12184 |
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
|
C 61 5⁄5 | ||||||||
| 12185 |
Enables reading and extracting content from WeChat public account articles usin…
|
C 61 5⁄4 | ||||||||
| 12186 |
Enables secure interaction with billing systems through comprehensive PII/PCI r…
|
C 61 5⁄5 | ||||||||
| 12187 |
Enables intelligent Kubernetes deployments, automated documentation testing, or…
|
C 61 6⁄6 | ||||||||
| 12188 |
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
|
C 61 5⁄5 | ||||||||
| 12189 |
MCP-RAG
Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
|
C 61 5⁄5 | ||||||||
| 12190 |
Dominican Republic legislation via MCP -- full-text search across statutes and …
|
C 61 6⁄6 | ||||||||
| 12191 |
ai-tool-optimizer
Claim
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
|
C 61 5⁄4 | ||||||||
| 12192 |
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
|
C 61 6⁄6 | ||||||||
| 12193 |
An MCP server that provides weather information and alerts for US locations usi…
|
C 61 5⁄5 | ||||||||
| 12194 |
Databricks MCP Server
Claim
A FastAPI-based server that provides tools for local file management and Databr…
|
C 61 5⁄5 | ||||||||
| 12195 |
Enables natural language expense management with SQLite storage, allowing users…
|
C 61 5⁄4 | ||||||||
| 12196 |
dino-game-chatgpt-app
Claim
|
C 61 5⁄4 | ||||||||
| 12197 |
A deployable Model Context Protocol server on Cloudflare Workers that enables c…
|
C 61 5⁄5 | ||||||||
| 12198 |
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
|
C 61 5⁄4 | ||||||||
| 12199 |
An MCP server that allows Cursor users to fetch real-time information about Zen…
|
C 61 5⁄4 | ||||||||
| 12200 |
Enables full control database operations on MySQL through natural language comm…
|
C 61 5⁄5 | ||||||||