MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12001 |
Enables automated GitHub login through browser automation using Playwright. Pro…
|
C 62 5⁄4 | ||||||||
| 12002 |
Translates Japanese text into English using the Textra API service, enabling LL…
|
C 62 5⁄5 | ||||||||
| 12003 |
Enables secure file management operations within a documents folder, including …
|
C 62 5⁄4 | ||||||||
| 12004 |
quickstart for mcp deployment
|
C 62 5⁄5 | ||||||||
| 12005 |
An MCP server that provides multiple file conversion tools for AI agents, suppo…
|
C 62 5⁄5 | ||||||||
| 12006 |
A minimal demonstration MCP server showcasing basic tools, resources, and promp…
|
C 62 5⁄5 | ||||||||
| 12007 |
A Model Context Protocol server that delivers jokes on demand, allowing users t…
|
C 62 5⁄5 | ||||||||
| 12008 |
A server that provides organized documentation content for various applications…
|
C 62 5⁄5 | ||||||||
| 12009 |
A Model Context Protocol server that allows Claude to search and display Pokemo…
|
C 62 5⁄5 | ||||||||
| 12010 |
Enables SSL/TLS certificate search and analysis using crt.sh data, supporting d…
|
C 62 5⁄5 | ||||||||
| 12011 |
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
|
C 62 5⁄5 | ||||||||
| 12012 |
YAPS MCP Server
Claim
Enables LLMs to query tokenized attention scores and credibility metrics for X/…
|
C 62 5⁄5 | ||||||||
| 12013 |
An MCP integration for signal-cli that allows AI agents to send and receive Sig…
|
C 62 5⁄4 | ||||||||
| 12014 |
Mailmodo
|
C 62 6⁄6 | ||||||||
| 12015 |
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
|
C 62 6⁄6 | ||||||||
| 12016 |
MCP智能简历投递助手
Claim
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
|
C 62 5⁄4 | ||||||||
| 12017 |
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
|
C 62 5⁄5 | ||||||||
| 12018 |
An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…
|
C 62 5⁄5 | ||||||||
| 12019 |
Provides financial data from Financial Modeling Prep for AI-assisted investment…
|
C 62 5⁄5 | ||||||||
| 12020 |
Enables Claude to directly access Google Drive files and analyze High Performan…
|
C 62 5⁄4 | ||||||||
| 12021 |
YearAtAGlance MCP Server
Claim
Integrates the YearAtAGlance calendar with AI assistants, enabling natural lang…
|
C 62 6⁄6 | ||||||||
| 12022 |
A server that connects Claude AI to Twilio through the Model Context Protocol, …
|
C 62 5⁄5 | ||||||||
| 12023 |
SAP MCP Server
Claim
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
|
C 62 5⁄5 | ||||||||
| 12024 |
Enables AI assistants to interact with Memos instances for knowledge management…
|
C 62 5⁄5 | ||||||||
| 12025 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 12026 |
Provides weather information tools based on the National Weather Service APIs t…
|
C 62 5⁄5 | ||||||||
| 12027 |
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
|
C 62 6⁄6 | ||||||||
| 12028 |
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
|
C 62 5⁄5 | ||||||||
| 12029 |
Integrates the Exploit-DB database with AI assistants to enable searching for e…
|
C 62 5⁄4 | ||||||||
| 12030 |
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
|
C 62 5⁄4 | ||||||||
| 12031 |
An MCP server for auditing and analyzing user interfaces across 20 platforms ba…
|
C 62 5⁄5 | ||||||||
| 12032 |
A FastMCP server for natural language data analysis that allows users to load C…
|
C 62 5⁄4 | ||||||||
| 12033 |
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
|
C 62 6⁄6 | ||||||||
| 12034 |
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
|
C 62 5⁄4 | ||||||||
| 12035 |
A comprehensive local file management and system operations server that provide…
|
C 62 5⁄4 | ||||||||
| 12036 |
Jadx MCP Server
Claim
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
|
C 62 5⁄5 | ||||||||
| 12037 |
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
|
C 62 5⁄5 | ||||||||
| 12038 |
Enables analysis of prospective tenant inquiries and market rent comparisons th…
|
C 62 5⁄4 | ||||||||
| 12039 |
Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages…
|
C 62 5⁄5 | ||||||||
| 12040 |
GeoFS MCP Server
Claim
A server that allows AI models to control and interact with aircraft in the Geo…
|
C 62 5⁄4 | ||||||||
| 12041 |
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
|
C 62 5⁄5 | ||||||||
| 12042 |
mcp-server
Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
|
C 62 5⁄5 | ||||||||
| 12043 |
Tiny SSE MCP Server
Claim
A remote MCP server implementation for Cloudflare that uses server-sent events …
|
C 62 5⁄5 | ||||||||
| 12044 |
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
|
C 62 5⁄4 | ||||||||
| 12045 |
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
|
C 62 6⁄4 | ||||||||
| 12046 |
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
|
C 62 5⁄4 | ||||||||
| 12047 |
swarmia-mcp
Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
|
C 62 6⁄6 | ||||||||
| 12048 |
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
|
C 62 5⁄4 | ||||||||
| 12049 |
An MCP server with comprehensive CI/CD workflows including unit tests, integrat…
|
C 62 5⁄5 | ||||||||
| 12050 |
AI-powered Yahoo Fantasy Football assistant for lineup optimization, draft stra…
|
C 62 6⁄4 | ||||||||