MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12151 |
Enables AI assistants to interact with Memos instances for knowledge management…
|
C 62 5⁄5 | ||||||||
| 12152 |
SAP MCP Server
Claim
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
|
C 62 5⁄5 | ||||||||
| 12153 |
A server that connects Claude AI to Twilio through the Model Context Protocol, …
|
C 62 5⁄5 | ||||||||
| 12154 |
Provides weather information tools based on the National Weather Service APIs t…
|
C 62 5⁄5 | ||||||||
| 12155 |
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
|
C 62 5⁄5 | ||||||||
| 12156 |
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
|
C 62 5⁄4 | ||||||||
| 12157 |
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
|
C 62 6⁄6 | ||||||||
| 12158 |
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
|
C 62 5⁄5 | ||||||||
| 12159 |
Integrates the Exploit-DB database with AI assistants to enable searching for e…
|
C 62 5⁄4 | ||||||||
| 12160 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 12161 |
A FastMCP server for natural language data analysis that allows users to load C…
|
C 62 5⁄4 | ||||||||
| 12162 |
An MCP server for auditing and analyzing user interfaces across 20 platforms ba…
|
C 62 5⁄5 | ||||||||
| 12163 |
A comprehensive local file management and system operations server that provide…
|
C 62 5⁄4 | ||||||||
| 12164 |
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
|
C 62 5⁄4 | ||||||||
| 12165 |
Jadx MCP Server
Claim
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
|
C 62 5⁄5 | ||||||||
| 12166 |
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
|
C 62 6⁄6 | ||||||||
| 12167 |
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
|
C 62 5⁄5 | ||||||||
| 12168 |
Enables analysis of prospective tenant inquiries and market rent comparisons th…
|
C 62 5⁄4 | ||||||||
| 12169 |
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
|
C 62 5⁄5 | ||||||||
| 12170 |
Tiny SSE MCP Server
Claim
A remote MCP server implementation for Cloudflare that uses server-sent events …
|
C 62 5⁄5 | ||||||||
| 12171 |
Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages…
|
C 62 5⁄5 | ||||||||
| 12172 |
GeoFS MCP Server
Claim
A server that allows AI models to control and interact with aircraft in the Geo…
|
C 62 5⁄4 | ||||||||
| 12173 |
mcp-server
Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
|
C 62 5⁄5 | ||||||||
| 12174 |
A lightweight Python interface that exposes TigerGraph database operations as s…
|
C 62 5⁄5 | ||||||||
| 12175 |
An MCP server that enables LLMs to execute Python code on GPU-accelerated compu…
|
C 62 5⁄5 | ||||||||
| 12176 |
A Model Context Protocol server built with mcp-framework that allows users to i…
|
C 62 5⁄5 | ||||||||
| 12177 |
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
|
C 62 5⁄5 | ||||||||
| 12178 |
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
|
C 62 5⁄5 | ||||||||
| 12179 |
A SQLite-backed message queue system that enables multiple AI agents to communi…
|
C 62 5⁄5 | ||||||||
| 12180 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
|
C 62 5⁄5 | ||||||||
| 12181 |
A bridge between AI assistants and cryptocurrency payment services that enables…
|
C 61 5⁄5 | ||||||||
| 12182 |
A Cloudflare Workers-based MCP server that enables tool integration with Claude…
|
C 61 5⁄5 | ||||||||
| 12183 |
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
|
C 61 6⁄4 | ||||||||
| 12184 |
Enables Claude AI to generate professional, production-ready MIDI files (chord …
|
C 61 6⁄4 | ||||||||
| 12185 |
Tracks learning progress and generates personalized daily learning insights usi…
|
C 61 5⁄5 | ||||||||
| 12186 |
Enables LinkedIn data operations including user search, profile enrichment, con…
|
C 61 5⁄5 | ||||||||
| 12187 |
An MCP server that integrates the Sprout Social Public API with Claude and othe…
|
C 61 5⁄5 | ||||||||
| 12188 |
An MCP server that enables AI assistants to control TVs on a local network thro…
|
C 61 5⁄4 | ||||||||
| 12189 |
Used to create an assistant integrated with n8n that can search n8n documentati…
|
C 61 5⁄5 | ||||||||
| 12190 |
Enrich user data by adding social network links based on provided personal info…
|
C 61 6⁄6 | ||||||||
| 12191 |
Dominican Republic legislation via MCP -- full-text search across statutes and …
|
C 61 6⁄6 | ||||||||
| 12192 |
Database MCP
Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
|
C 61 5⁄5 | ||||||||
| 12193 |
A demonstration server based on Model Context Protocol (MCP) that showcases how…
|
C 61 5⁄5 | ||||||||
| 12194 |
Provides API tools to interact with Yonote documents and collections, serving a…
|
C 61 5⁄5 | ||||||||
| 12195 |
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
|
C 61 5⁄5 | ||||||||
| 12196 |
mcpconnect
Claim
Inspect and debug Model Context Protocol servers directly in your browser.
|
C 61 6⁄6 | ||||||||
| 12197 |
A MCP server that uses Amap API to provide location-based services, allowing us…
|
C 61 5⁄5 | ||||||||
| 12198 |
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
|
C 61 5⁄5 | ||||||||
| 12199 |
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
|
C 61 5⁄4 | ||||||||
| 12200 |
A Python-based local indexing server that creates semantic search capabilities …
|
C 61 5⁄4 | ||||||||