MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45151 |
Excel-PPT Generator
Claim
Automates workflow between Excel data entry and PowerPoint report generation, a…
|
— | ||||||||
| 45152 |
drive-mcp
Claim
MCP server enabling file operations (list, search, read, rename, move) on Googl…
|
— | ||||||||
| 45153 |
mcp-surveys
Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
|
— | ||||||||
| 45154 |
Jenkins MCP Server
Claim
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
|
— | ||||||||
| 45155 |
Gyst MCP
Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
|
— | ||||||||
| 45156 |
Garmin MCP Lite
Claim
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
|
— | ||||||||
| 45157 |
openscad-mcp
Claim
An MCP server that lets AI assistants create, edit, render, and export 3D model…
|
— | ||||||||
| 45158 |
jupyter-notebook-mcp
Claim
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
|
— | ||||||||
| 45159 |
hive-mcp-origin
Claim
MCP server for Hive Origin that stamps work hashes with dual-signed post-quantu…
|
— | ||||||||
| 45160 |
PureContext MCP
Claim
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
|
— | ||||||||
| 45161 |
codex-mcp-agent
Claim
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
|
— | ||||||||
| 45162 |
mailwarden
Claim
A native Gmail MCP server providing full mailbox control via the live Gmail API…
|
— | ||||||||
| 45163 |
MCP Salesforce Reader
Claim
A read-only MCP server for querying Salesforce metadata and object schemas acro…
|
— | ||||||||
| 45164 |
mcp-osrs
Claim
MCP server for the Old School RuneScape Wiki, game data, Grand Exchange prices,…
|
— | ||||||||
| 45165 |
Provides tools for Dutch energy market data: day-ahead and imbalance prices, we…
|
— | ||||||||
| 45166 |
Delta-MCP
Claim
Token-efficient MCP reimplementation with progressive tool discovery, result ha…
|
— | ||||||||
| 45167 |
PC Manager
Claim
AI-powered PC management system with 80+ MCP tools for Cursor, Claude, and othe…
|
— | ||||||||
| 45168 |
hn-trending-mcp
Claim
Provides AI agents with Hacker News data including front-page lists, full-text …
|
— | ||||||||
| 45169 |
docrag
Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
|
— | ||||||||
| 45170 |
logicroomx-mcp
Claim
Real-time crypto spread, funding rates, and cash & carry yields across Binance …
|
— | ||||||||
| 45171 |
StockMcp
Claim
Enables stock analysis by fetching company details, profit data, and shareholdi…
|
— | ||||||||
| 45172 |
linked-docs
Claim
Enables AI assistants to intelligently search and reference documentation using…
|
— | ||||||||
| 45173 |
Enables EHR Copilot operations such as order cloning, queue building, and execu…
|
— | ||||||||
| 45174 |
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
|
— | ||||||||
| 45175 |
graphite-mcp
Claim
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
|
— | ||||||||
| 45176 |
A comprehensive smart home automation system that allows AI assistants to contr…
|
— | ||||||||
| 45177 |
Blueprint MCP
Claim
Provides AI coding agents with durable architecture memory for repositories by …
|
— | ||||||||
| 45178 |
DDG MCP Server
Claim
A basic MCP server template built with FastMCP framework that provides example …
|
— | ||||||||
| 45179 |
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
|
— | ||||||||
| 45180 |
Terrain
Claim
Terrain indexes entire codebases into a queryable knowledge graph, providing AI…
|
— | ||||||||
| 45181 |
Stomped
Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
|
— | ||||||||
| 45182 |
ONES Doc MCP
Claim
MCP server for reading ONES documents in intranet environments, supporting auth…
|
— | ||||||||
| 45183 |
Enhanced Cognee
Claim
Enterprise-grade AI memory infrastructure with multi-agent support, providing 1…
|
— | ||||||||
| 45184 |
Enable AI agents to perform advanced code search and querying across repositori…
|
— | ||||||||
| 45185 |
WorldOracle
Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
|
— | ||||||||
| 45186 |
@sendbyte/mcp
Claim
Enables AI agents to send emails and manage sending domains, templates, analyti…
|
— | ||||||||
| 45187 |
Finsliparn
Claim
Transforms single-attempt coding into a multi-attempt, test-validated refinemen…
|
— | ||||||||
| 45188 |
OpenObserve MCP Server
Claim
An MCP server that enables AI assistants to query and explore your OpenObserve …
|
— | ||||||||
| 45189 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
|
— | ||||||||
| 45190 |
Provider Config Sync
Claim
Unified management of AI-agent configuration across Claude, Codex, and Gemini, …
|
— | ||||||||
| 45191 |
kalundborg-mcp
Claim
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
|
— | ||||||||
| 45192 |
jumuia-mcp
Claim
MCP server for Kenya community finance — SACCO finder, chama formation, coopera…
|
— | ||||||||
| 45193 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
|
— | ||||||||
| 45194 |
Enables AI assistants to interact with DCS World in real-time through chat by e…
|
— | ||||||||
| 45195 |
Horizun Revit MCP
Claim
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
|
— | ||||||||
| 45196 |
korea_weather
Claim
An MCP server that provides Korean weather information from the Korea Meteorolo…
|
— | ||||||||
| 45197 |
CutterMCP-plus
Claim
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
|
— | ||||||||
| 45198 |
Product MCP
Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
|
— | ||||||||
| 45199 |
Meeting Notes MCP Server
Claim
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
|
— | ||||||||
| 45200 |
source-rag-mcp
Claim
MCP server for searching, browsing, and analyzing decompiled Minecraft source c…
|
— | ||||||||