MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4151 |
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
|
B 75 5⁄5 | ||||||||
| 4152 |
Enables AI assistants to securely interact with MySQL databases through tools f…
|
B 75 5⁄5 | ||||||||
| 4153 |
|
B 75 5⁄4 | ||||||||
| 4154 |
A basic example demonstrating how to develop and run a serverless Model Context…
|
B 75 6⁄6 | ||||||||
| 4155 |
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
|
B 75 5⁄5 | ||||||||
| 4156 |
Enables AI agents to manage email newsletters and contacts via Resend, includin…
|
B 75 5⁄5 | ||||||||
| 4157 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
B 75 6⁄6 | ||||||||
| 4158 |
MCP server that enables intelligent analysis of legal spend data across multipl…
|
B 75 5⁄5 | ||||||||
| 4159 |
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS…
|
B 75 5⁄5 | ||||||||
| 4160 |
Facilitates AI session handoffs and next steps tracking through project-based o…
|
B 75 5⁄5 | ||||||||
| 4161 |
An MCP-compliant server that enables AI systems to interact with mobile and des…
|
B 75 5⁄5 | ||||||||
| 4162 |
AI agent project management — task boards, progress tracking, and cost reportin…
|
B 75 5⁄4 | ||||||||
| 4163 |
Agentic tool that looks for statistical variations in conversation structure an…
|
B 75 5⁄4 | ||||||||
| 4164 |
Enables quantum physics simulations and visualizations by integrating QuTip for…
|
B 75 5⁄4 | ||||||||
| 4165 |
Claude Agents MCP Server
Claim
Centrally manages Claude agent definitions, configurations, and custom commands…
|
B 75 5⁄5 | ||||||||
| 4166 |
Search, extract sections, list headings, and find code blocks across markdown f…
|
B 75 5⁄4 | ||||||||
| 4167 |
airtable-mcp
Claim
|
B 75 5⁄4 | ||||||||
| 4168 |
Enables access to SimBrief flight planning data through Claude Desktop with sec…
|
B 75 5⁄5 | ||||||||
| 4169 |
MCP server for link checking using linkinator
|
B 75 5⁄5 | ||||||||
| 4170 |
Enable seamless file operations, repository management, and advanced search fun…
|
B 75 5⁄5 | ||||||||
| 4171 |
Enables AI assistants to interact with the Godot game engine by launching the e…
|
B 75 5⁄5 | ||||||||
| 4172 |
Email (IMAP/SMTP)
Claim
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, search…
|
B 75 5⁄4 | ||||||||
| 4173 |
MCP ABAP ADT
Claim
A server that bridges the Model Context Protocol (MCP) with SAP ABAP systems, a…
|
B 75 5⁄5 | ||||||||
| 4174 |
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
|
B 75 5⁄4 | ||||||||
| 4175 |
CHOFF-A-MCP (Anamnesis)
Claim
Enables AI consciousness continuity and self-knowledge preservation across sess…
|
B 75 5⁄5 | ||||||||
| 4176 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4177 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 4178 |
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
|
B 75 5⁄4 | ||||||||
| 4179 |
Enables philosophical reasoning and concept analysis through NARS non-axiomatic…
|
B 75 5⁄4 | ||||||||
| 4180 |
An MCP server that enables interaction with the PDF Generator API for automated…
|
B 75 5⁄5 | ||||||||
| 4181 |
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
|
B 75 5⁄5 | ||||||||
| 4182 |
Enables comprehensive security scanning of code projects, detecting vulnerabili…
|
B 75 5⁄5 | ||||||||
| 4183 |
A MCP server built for developers enabling Git based project management with pr…
|
B 75 5⁄4 | ||||||||
| 4184 |
my-bear-mcp-server
Claim
Allows to read notes and tags for the Bear Note taking app, through a direct in…
|
B 75 5⁄4 | ||||||||
| 4185 |
Schema-driven document extraction with local OCR + LLM. Document in, Structured…
|
B 75 5⁄4 | ||||||||
| 4186 |
CodemagicMcp
Claim
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from yo…
|
B 75 4⁄4 | ||||||||
| 4187 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 4188 |
MonoGame MCP Server
Claim
Provides AI-powered tools for MonoGame development, including API documentation…
|
B 75 5⁄4 | ||||||||
| 4189 |
A server that handles messaging or commands over a custom protocol
|
B 75 5⁄4 | ||||||||
| 4190 |
A Model Context Protocol (MCP) server that provides advanced code analysis and …
|
B 75 5⁄5 | ||||||||
| 4191 |
Affilync MCP Server
Claim
Enables users to manage affiliate marketing directly within Claude by connectin…
|
B 75 5⁄5 | ||||||||
| 4192 |
A Model Context Protocol server that enables AI assistants to interact with Gma…
|
B 75 5⁄5 | ||||||||
| 4193 |
A server for managing Rust documentation that enables users to check, build, an…
|
B 75 5⁄5 | ||||||||
| 4194 |
Enables AI assistants to interact with Supabase projects programmatically, incl…
|
B 75 5⁄5 | ||||||||
| 4195 |
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
|
B 75 5⁄5 | ||||||||
| 4196 |
tpc-server
Claim
tpc-server
|
B 75 5⁄5 | ||||||||
| 4197 |
AI Agent Guardrails MCP server - security layer
|
B 75 5⁄4 | ||||||||
| 4198 |
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
|
B 75 5⁄5 | ||||||||
| 4199 |
Gives AI agents self-awareness about their cognitive state. Monitors token util…
|
B 75 5⁄4 | ||||||||
| 4200 |
Up-to-date model data for AI coding assistants.
|
B 75 5⁄4 | ||||||||